metadata_version string | name string | version string | summary string | description string | description_content_type string | author string | author_email string | maintainer string | maintainer_email string | license string | keywords string | classifiers list | platform list | home_page string | download_url string | requires_python string | requires list | provides list | obsoletes list | requires_dist list | provides_dist list | obsoletes_dist list | requires_external list | project_urls list | uploaded_via string | upload_time timestamp[us] | filename string | size int64 | path string | python_version string | packagetype string | comment_text string | has_signature bool | md5_digest string | sha256_digest string | blake2_256_digest string | license_expression string | license_files list | recent_7d_downloads int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.4 | llama-index-vector-stores-weaviate | 1.5.0 | llama-index vector_stores weaviate integration | # LlamaIndex Vector_Stores Integration: Weaviate
| text/markdown | null | Your Name <you@example.com> | null | null | null | null | [] | [] | null | null | <4.0,>=3.9 | [] | [] | [] | [
"llama-index-core<0.15,>=0.13.0",
"weaviate-client<5,>=4.5.7"
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:20:19.830964 | llama_index_vector_stores_weaviate-1.5.0.tar.gz | 9,679 | 3d/9c/fd6eae66b87e736807776c6824bebebb44098630af2dac8cd5cdf5938d0d/llama_index_vector_stores_weaviate-1.5.0.tar.gz | source | sdist | null | false | 891f11e00d8634703cf512f445d304e0 | 99ba6dbdcf92e9ec56f464de2d71ed3c0503e3fc5b71f9d74dbc32da981b0cf5 | 3d9cfd6eae66b87e736807776c6824bebebb44098630af2dac8cd5cdf5938d0d | MIT | [
"LICENSE"
] | 280 |
2.4 | fairyfly-therm | 0.10.0 | Fairyfly extension for translating HBJSON files to INP files for eQuest | 
<img src="https://raw.githubusercontent.com/ladybug-tools/artwork/refs/heads/master/icons_components/fairyfly/png/therm.png" alt="THERM" width="200" height="200">
[ theme and plugin for [MkDocs](https://www.mkdocs.org). It renders the MkDocs pages as cards (zettels).
For more information, head on over to [the documentation](https://buvis.github.io/mkdocs-zettelkasten/)
## Install
```bash
pip install mkdocs... | text/markdown | null | Tomáš Bouška <tomas@buvis.net> | null | null | MIT | null | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"colorlog==6.10.1",
"gitpython==3.1.46",
"jinja2==3.1.6",
"mkdocs==1.6.1",
"pymdown-extensions==10.21",
"pyyaml==6.0.3",
"tzlocal==5.3.1"
] | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:19:07.789928 | mkdocs_zettelkasten-0.5.0.tar.gz | 814,423 | cf/81/46cc75746ce41bf0b136830878a5aa56f8f62c000b53e32325cc6a610b79/mkdocs_zettelkasten-0.5.0.tar.gz | source | sdist | null | false | bfd908e84af9c09a08a0285e47342096 | d96d9cec21e9c5bd02f188579f412eb3d164037e36dfa1c76c65cb9c1ce1d5c1 | cf8146cc75746ce41bf0b136830878a5aa56f8f62c000b53e32325cc6a610b79 | null | [
"LICENSE"
] | 234 |
2.4 | open-strix | 0.1.9 | Minimal autonomous agent harness with LangGraph Deep Agents | # open-strix
[](https://pypi.org/project/open-strix/)
Minimal, non-production autonomous agent harness built with LangGraph Deep Agents.
## Install uv
Install `uv` first:
```bash
# macOS / Linux
curl -LsSf https://astral.sh/uv/install.sh | sh
```
```powe... | text/markdown | null | Tim Kellogg <timothy.kellogg@gmail.com> | null | Tim Kellogg <timothy.kellogg@gmail.com> | null | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"apscheduler>=3.11.2",
"deepagents>=0.4.1",
"discord-py>=2.6.4",
"python-dotenv>=1.2.1",
"pyyaml>=6.0.3"
] | [] | [] | [] | [
"Homepage, https://github.com/tkellogg/open-strix"
] | uv/0.7.4 | 2026-02-20T23:18:44.878515 | open_strix-0.1.9.tar.gz | 177,369 | 2d/b4/063e5451550bacb63d81d3dfa72bfd7ea072f86408253bf595ad1806c23b/open_strix-0.1.9.tar.gz | source | sdist | null | false | bf3574477e69e11a1dc909b36752dd82 | c49f2af4caf7e8883fb13ce50b561b2a186b16e0615a91bff6673cc605edf9d7 | 2db4063e5451550bacb63d81d3dfa72bfd7ea072f86408253bf595ad1806c23b | null | [] | 219 |
2.4 | gpype | 3.0.9 | A Python Software Development Kit for BCI/Neuroscience Applications | # g.Pype
[](http://gtec.at)
[](https://pypi.org/project/gpype/)
[](https://pypi.org/project/gpy... | text/markdown | null | "g.tec medical engineering GmbH" <support@gtec.at> | null | null | null | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"Topic :: Scientific/Engineering",
"Topic :: Software Development :: Libraries :: Python Modules",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming... | [] | null | null | >=3.10 | [] | [] | [] | [
"numpy>=1.24.4",
"scipy>=1.10.1",
"sympy>=1.13.0",
"psutil>=6.1.1",
"pynput>=1.7.7",
"pyobjc==10.3.2; sys_platform == \"darwin\"",
"PySide6==6.9.0",
"PySide6_Addons==6.9.0",
"PySide6_Essentials==6.9.0",
"pyqtgraph>=0.13.3",
"pylsl==1.17.6",
"ioiocore>=4.0.7",
"gtec-ble>=2.0.1",
"gtec_gds>=... | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.12 | 2026-02-20T23:18:14.144520 | gpype-3.0.9-cp313-cp313-win_amd64.whl | 181,825 | c2/35/354d1db6ca08fd65757a2bfd7e14a428089d5e2c67d700ee15984eb38d13/gpype-3.0.9-cp313-cp313-win_amd64.whl | cp313 | bdist_wheel | null | false | 53633db68d60199a51c93e5b9a6f91fa | 6136392363a66979abf4f606eefc30b66817ccaa35d50fc9458aaf6addd1f86b | c235354d1db6ca08fd65757a2bfd7e14a428089d5e2c67d700ee15984eb38d13 | LicenseRef-GNCL | [
"LICENSE-GNCL.txt"
] | 462 |
2.4 | policyengine-us | 1.572.1 | Add your description here. | # PolicyEngine US
[](https://codecov.io/gh/PolicyEngine/policyengine-us)
[](https://badge.fury.io/py/policyengine-us)
[ from CyberArk to securely offload a password rotation logic into a python scrip... | text/markdown | null | Gonzalo Atienza Rela <gonatienza@gmail.com> | null | null | MIT License
Copyright (c) 2026 Gonzalo Atienza Rela
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitati... | null | [] | [] | null | null | >=3.8 | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:17:59.524399 | python4cpm-1.0.15.tar.gz | 13,055 | 95/db/1b4a0884fa679414055d50d5ca97e05bc7d0ad639f9d1d78cf22bb6b77c5/python4cpm-1.0.15.tar.gz | source | sdist | null | false | 43692303863740088bcce832085fee67 | 2d0b719ba8ccebe1d6a68dc9b0e85dfba93fef64c49ed925bd1416f8b2a2a3c8 | 95db1b4a0884fa679414055d50d5ca97e05bc7d0ad639f9d1d78cf22bb6b77c5 | null | [
"LICENSE"
] | 233 |
2.4 | mars-patcher | 0.11.0 | An open source randomizer patcher for Metroid Fusion. | # Metroid Advance Randomizer System Patcher
This is an open source randomizer patcher for Metroid Fusion. It is not intended for standalone use, but rather as a library to help implement plando- or randomizers.
Here is a list of projects that use this library:
- [Randovania](https://randovania.org/)
- [An Archipela... | text/markdown | biospark | null | null | null | GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
Everyone is permitted to copy and distribute verbatim copies
of this license document, but changing it is not allowed.
... | null | [
"Programming Language :: Python :: 3",
"License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
"Development Status :: 3 - Alpha",
"Programming Language :: Python :: 3.10"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"jsonschema",
"frozendict",
"typing-extensions",
"requests; extra == \"tooling\"",
"pytest; extra == \"test\"",
"pytest-cov; extra == \"test\"",
"pytest-mock; extra == \"test\"",
"mypy; extra == \"typing\"",
"types-requests; extra == \"typing\"",
"types-pyinstaller; extra == \"typing\"",
"types-... | [] | [] | [] | [
"Repository, https://github.com/MetroidAdvRandomizerSystem/mars-patcher"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:17:18.136983 | mars_patcher-0.11.0.tar.gz | 322,913 | 0e/56/cb647e5b2d7edc32bbe9e0c73714b04a999110ad64ef03d1210c4619ba35/mars_patcher-0.11.0.tar.gz | source | sdist | null | false | bf7a4e48b8a225c99625aab58a691bd1 | add432171a37122b910af952f41d1adab0b374886a41153061a5527259a51fc9 | 0e56cb647e5b2d7edc32bbe9e0c73714b04a999110ad64ef03d1210c4619ba35 | null | [
"LICENSE"
] | 407 |
2.4 | sumo3Dviz | 0.4.0 | 3D visualization of SUMO traffic simulations | <h1>
<center>
<table width="100%">
<tr>
<td align="center">
<img src="resources/Figure_Banner.PNG"
alt="sumo3Dviz"
style="height: 3.5em; vertical-align: middle; margin-right: 0.4em;">
sumo3Dviz <img src="resources/Figure... | text/markdown | null | Kevin Riehl <kriehl@ethz.ch>, Julius Schlapbach <juliussc@ethz.ch> | null | null | null | null | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"numpy==1.24.4",
"opencv-python==4.9.0.80",
"pandas==2.1.1",
"panda3d==1.10.15",
"sumolib==1.25.0",
"PyYAML==6.0.3",
"pandera==0.26.1",
"jsonschema==4.25.1",
"tqdm==4.67.3",
"pytest<9.0.0,>=8.0.0; extra == \"dev\"",
"pylint<4.0.0,>=3.0.0; extra == \"dev\"",
"git-cliff<3.0.0,>=2.11.0; extra == ... | [] | [] | [] | [
"Homepage, https://github.com/DerKevinRiehl/sumo3Dviz"
] | twine/6.2.0 CPython/3.9.25 | 2026-02-20T23:17:03.735745 | sumo3dviz-0.4.0.tar.gz | 59,257,790 | 71/25/c1d221d522eb1d8699e1788cbab40181dca9bb4acf58a9003ea2b9f21a29/sumo3dviz-0.4.0.tar.gz | source | sdist | null | false | 27527ba14a3f0520d71f8bf012203e83 | 138e4350f17e8aab95369ae826e8d9222007ccca0a8d4f74a6415ed364ade88d | 7125c1d221d522eb1d8699e1788cbab40181dca9bb4acf58a9003ea2b9f21a29 | null | [
"LICENSE"
] | 0 |
2.4 | llama-index-readers-preprocess | 0.5.0 | llama-index readers preprocess integration (discontinued) | # Preprocess Loader
> **This package has been discontinued.** The Preprocess service is no longer available and will not receive updates or support. Please remove this dependency from your projects.
---
```bash
pip install llama-index-readers-preprocess
```
[Preprocess](https://preprocess.co) is an API service that... | text/markdown | null | Your Name <you@example.com> | preprocess | null | null | chunk, chunking, documents, preprocess | [
"Development Status :: 7 - Inactive"
] | [] | null | null | <4.0,>=3.9 | [] | [] | [] | [
"llama-index-core<0.15,>=0.13.0"
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:16:27.236223 | llama_index_readers_preprocess-0.5.0-py3-none-any.whl | 4,328 | b0/8f/93a9ab87755c9746d2ff133c81916006d01067013be00e84ee25f5cb28b2/llama_index_readers_preprocess-0.5.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 6206f020d4de44e14176405b21a8b21f | 8e44c754605ee396aa07ed4499c7d2cd7e260932def54cf2a5d0bd8d810b0f36 | b08f93a9ab87755c9746d2ff133c81916006d01067013be00e84ee25f5cb28b2 | MIT | [
"LICENSE"
] | 222 |
2.4 | elara-core | 0.15.0 | Persistent presence, mood, memory, and self-awareness for AI assistants | # Elara Core
> **Layer 3 of the Elara Protocol — persistent memory, cognition, and awareness for AI systems.**
[](https://github.com/navigatorbuilds/elara-core/actions/workflows/tests.yml)
[" srcset="https://raw.githubusercontent.com/stateful-y/yohou-nixtla/main/docs/assets/logo_light.png">
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/stateful-y/yohou-nixtla/main/docs/assets/logo_da... | text/markdown | null | Guillaume Tauzin <gtauzin@stateful-y.io> | null | Guillaume Tauzin <gtauzin@stateful-y.io> | Apache-2.0 | null | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
] | [] | null | null | <3.14,>=3.11 | [] | [] | [] | [
"neuralforecast>=3.0",
"numpy>=2.0.0",
"pandas>=2.2.0",
"polars>=0.20",
"sklearn-wrap>=0.1.0a1",
"statsforecast>=2.0",
"yohou"
] | [] | [] | [] | [
"Homepage, https://github.com/stateful-y/yohou-nixtla",
"Documentation, https://yohou-nixtla.readthedocs.io",
"Repository, https://github.com/stateful-y/yohou-nixtla",
"Bug Tracker, https://github.com/stateful-y/yohou-nixtla/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:16:07.463089 | yohou_nixtla-0.1.0a1.tar.gz | 100,728 | 25/d3/1270a217fbcc59136bb4914c6b2f80e934690165cbc5a3aaad092287dfcc/yohou_nixtla-0.1.0a1.tar.gz | source | sdist | null | false | c2efa2c6d2504fcf3a0e10d91c1db8bc | fc83f043cd6bf1d0ce29d4d76ad2cc12d163633771b6747b691351101f3ece73 | 25d31270a217fbcc59136bb4914c6b2f80e934690165cbc5a3aaad092287dfcc | null | [
"LICENSE"
] | 228 |
2.4 | natsort-rs | 0.1.18 | A blazing fast natural sorting library for Python | <h1 align="center">natsort-rs</h1>
<p align="center">
<em>🚀 A blazing fast natural sorting library for Python written in Rust 🦀</em>
</p>
## Installation
```
pip install natsort-rs
```
## Usage
```py
from natsort_rs import natsort
```
### Sort a list of strings
```py
items = ['item 1', 'item 10', 'item 3']
... | text/markdown; charset=UTF-8; variant=GFM | null | null | null | null | null | null | [
"Programming Language :: Rust",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"... | [] | null | null | >=3.9 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/valentinstn/natsort-rs/blob/main/CHANGELOG.md",
"Homepage, https://github.com/valentinstn/natsort-rs",
"Repository, https://github.com/valentinstn/natsort-rs"
] | maturin/1.12.3 | 2026-02-20T23:16:04.375067 | natsort_rs-0.1.18.tar.gz | 13,729 | 76/df/faf6a3385b65c538089f783d6b2fe58ba11e92d848ef6a7171d17e2dfe57/natsort_rs-0.1.18.tar.gz | source | sdist | null | false | 9e56ba5d8f5a584f06147c866ef470ab | 3e80ccfbeee0cf59f8bf4846e346ef3ad2f3d6e5bc9df5f5b71bee013effc8ba | 76dffaf6a3385b65c538089f783d6b2fe58ba11e92d848ef6a7171d17e2dfe57 | null | [] | 1,089 |
2.4 | mcp-maker | 0.1.1 | Auto-generate MCP servers from any data source. Zero code required. | # MCP-Maker
[](https://pypi.org/project/mcp-maker/)
[](https://pypi.org/project/mcp-maker/)
[](https://github... | text/markdown | null | Ali Hasan <ali@example.com> | null | null | null | ai, claude, generator, llm, mcp, model-context-protocol, server | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Scientific/Engi... | [] | null | null | >=3.10 | [] | [] | [] | [
"jinja2>=3.1.0",
"mcp>=1.0.0",
"rich>=13.0.0",
"typer>=0.9.0",
"pyairtable>=2.0.0; extra == \"airtable\"",
"psycopg2-binary>=2.9.0; extra == \"all\"",
"pyairtable>=2.0.0; extra == \"all\"",
"pymysql>=1.1.0; extra == \"all\"",
"pytest-asyncio>=0.23.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"d... | [] | [] | [] | [
"Homepage, https://github.com/MrAliHasan/mcp-maker",
"Documentation, https://github.com/MrAliHasan/mcp-maker#readme",
"Repository, https://github.com/MrAliHasan/mcp-maker",
"Issues, https://github.com/MrAliHasan/mcp-maker/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:15:43.382713 | mcp_maker-0.1.1.tar.gz | 18,287 | 27/3d/f62d538313ea1f42086ba445ae845f428b59b330895e456823a0b0db3ce3/mcp_maker-0.1.1.tar.gz | source | sdist | null | false | 2c7e8e79734fb016bedc68f9a6dd6c3d | c6c2d1a014e24c9fec8e6f2b26fc3a62a8c88091c78ef09601478764ad4fa469 | 273df62d538313ea1f42086ba445ae845f428b59b330895e456823a0b0db3ce3 | MIT | [
"LICENSE"
] | 244 |
2.4 | edesto-dev | 0.10.0 | Teach AI coding agents to compile, flash, and validate firmware on real hardware. One command to bridge any agent and any board. | # edesto-dev
Join our [Discord](https://discord.gg/3bu98EcdAC)
**Teach AI coding agents how to compile, flash, and validate firmware on your hardware.**
AI coding agents stop at the terminal. `edesto init` gives them the full embedded development loop: compile, flash, on-device debugging, iterate. Now they can auton... | text/markdown | null | Edesto <greg@edesto.com> | null | null | null | embedded, esp32, arduino, firmware, ai, claude, development, platformio, esp-idf, micropython, microcontroller | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Topic :: Software Development :: Embedded Systems",
"Programming Language :: Python :: 3"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"click>=8.0",
"pyserial>=3.5",
"pytest>=7.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://edesto.com",
"Repository, https://github.com/edesto/edesto-dev"
] | twine/6.2.0 CPython/3.12.8 | 2026-02-20T23:15:06.958666 | edesto_dev-0.10.0.tar.gz | 87,122 | 46/c1/f383b1d0b1f0747d74564c1e993af00269a204d9626b088df3753a27f4d0/edesto_dev-0.10.0.tar.gz | source | sdist | null | false | 76df2002396a6bbd4c29c21bfd8217e4 | ca7664988d74a92421a490d31993b1924105f660889685ac866a4d6d3b7718c2 | 46c1f383b1d0b1f0747d74564c1e993af00269a204d9626b088df3753a27f4d0 | MIT | [
"LICENSE"
] | 222 |
2.4 | stestr | 4.2.1 | A parallel Python test runner built around subunit | ======
stestr
======
.. image:: https://github.com/mtreinish/stestr/actions/workflows/main.yml/badge.svg?branch=main
:target: https://github.com/mtreinish/stestr/actions/workflows/main.yml
:alt: CI Testing status
.. image:: https://img.shields.io/codecov/c/gh/mtreinish/stestr?style=flat-square
:target: ht... | text/x-rst | null | Matthew Treinish <mtreinish@kortar.org> | null | null | null | null | [
"Intended Audience :: Information Technology",
"Intended Audience :: System Administrators",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language ... | [] | null | null | >=3.8 | [] | [] | [] | [
"cliff>=2.8.0",
"python-subunit>=1.4.0",
"fixtures>=3.0.0",
"testtools>=2.2.0",
"PyYAML>=3.10.0",
"voluptuous>=0.8.9",
"tomlkit>=0.11.6"
] | [] | [] | [] | [
"Documentation, https://stestr.readthedocs.io",
"Homepage, https://stestr.readthedocs.io/en/stable/",
"Issues, https://github.com/mtreinish/stestr/issues",
"Repository, https://github.com/mtreinish/stestr"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:14:41.367338 | stestr-4.2.1.tar.gz | 79,815 | e7/d5/2980c018510854adc11835c448f8b6086a99c533b68905adee063a68ac6b/stestr-4.2.1.tar.gz | source | sdist | null | false | 5cb21f8e64c6374cd6ba489fca38bdf1 | b60495225fa783476252572adda29d33ae3706f95fc32564f78fb4e7c9e5df20 | e7d52980c018510854adc11835c448f8b6086a99c533b68905adee063a68ac6b | Apache-2.0 | [
"LICENSE"
] | 3,069 |
2.4 | cybrid-api-bank-python | 0.126.174 | Cybrid Bank API | View our documentation on [Github](https://github.com/Cybrid-app/cybrid-api-bank-python/)
| text/markdown | Cybrid Support | support@cybrid.app | null | null | Apache-2.0 | Cybrid Bank API | [] | [] | https://github.com/Cybrid-app/cybrid-api-bank-python/ | null | >=3.6 | [] | [] | [] | [
"urllib3>=1.25.3",
"python-dateutil"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.11.14 | 2026-02-20T23:14:15.931919 | cybrid_api_bank_python-0.126.174.tar.gz | 649,088 | 4b/5b/182c50b5bf714f52d94c08d3563160bf38d06282fdf299ecb2a39409fa2e/cybrid_api_bank_python-0.126.174.tar.gz | source | sdist | null | false | 2b80b3e5c5e781fc90680ca83ab46566 | bc23db5f0f873014d49363cb5d21d25888ad14ccfe82fb821fda430d2ae51d53 | 4b5b182c50b5bf714f52d94c08d3563160bf38d06282fdf299ecb2a39409fa2e | null | [] | 247 |
2.4 | cybrid-api-organization-python | 0.126.174 | Cybrid Organization API | View our documentation on [Github](https://github.com/Cybrid-app/cybrid-api-organization-python/)
| text/markdown | Cybrid Support | support@cybrid.app | null | null | Apache-2.0 | Cybrid Organization API | [] | [] | https://github.com/Cybrid-app/cybrid-api-organization-python/ | null | >=3.6 | [] | [] | [] | [
"urllib3>=1.25.3",
"python-dateutil"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.11.14 | 2026-02-20T23:14:01.790380 | cybrid_api_organization_python-0.126.174.tar.gz | 105,629 | 38/3a/988c1e0edbdfde5303bbdf22473b8318e3b72063b285a7f103f1b2ef96d3/cybrid_api_organization_python-0.126.174.tar.gz | source | sdist | null | false | be338eb6e633d39e2620c6bda35c6f2e | 52eb303221f96ba8b18ada095428b54a80a5d9b11f0093dedb987774ea03a34d | 383a988c1e0edbdfde5303bbdf22473b8318e3b72063b285a7f103f1b2ef96d3 | null | [] | 242 |
2.1 | returnn | 1.20260220.234910 | The RWTH extensible training framework for universal recurrent neural networks | ==================
Welcome to RETURNN
==================
`GitHub repository <https://github.com/rwth-i6/returnn>`__.
`RETURNN paper 2016 <https://arxiv.org/abs/1608.00895>`_,
`RETURNN paper 2018 <https://arxiv.org/abs/1805.05225>`_.
RETURNN - RWTH extensible training framework for universal recurrent neural networks,... | text/x-rst | Albert Zeyer | albzey@gmail.com | null | null | RETURNN license | null | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Environment :: GPU",
"Environment :: GPU :: NVIDIA CUDA",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: Other/Proprietary License",
"Operating System ... | [] | https://github.com/rwth-i6/returnn/ | null | null | [] | [] | [] | [
"numpy"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.9.25 | 2026-02-20T23:13:51.279250 | returnn-1.20260220.234910.tar.gz | 2,423,670 | db/4c/bac0b574e12785b409170101e489d4be42cb69db0662d42bc717a7daf751/returnn-1.20260220.234910.tar.gz | source | sdist | null | false | dae113a6f344b04580c4c0fadff7081d | 2f8651903e0978414dcea3fa256daf5de81322f2e3e621dba7da13827d7937ff | db4cbac0b574e12785b409170101e489d4be42cb69db0662d42bc717a7daf751 | null | [] | 255 |
2.4 | lm-deluge | 0.0.120 | Python utility for using LLM API models. | # lm-deluge
`lm-deluge` is a lightweight helper library for maxing out your rate limits with LLM providers. It provides the following:
- **Unified client** – Send prompts to all relevant models with a single client.
- **Files and Images** - Include images easily for multimodal models, and PDF files for models that su... | text/markdown | null | Benjamin Anderson <ben@trytaylor.ai> | null | null | null | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"python-dotenv",
"pyjson5",
"PyYAML",
"aiohttp",
"requests",
"xxhash",
"tqdm",
"pydantic",
"markdownify-rs==0.1.1",
"pillow",
"rich",
"pdf2image; extra == \"pdf\"",
"boto3>=1.28.0; extra == \"aws\"",
"requests-aws4auth; extra == \"aws\"",
"google-auth; extra == \"google\"",
"docker>=7.... | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.0 | 2026-02-20T23:13:47.334980 | lm_deluge-0.0.120.tar.gz | 305,722 | 3e/e4/eab3007918ece525a7465bf1809b70b8a0dbbd1345def9a4b4312dde1ce9/lm_deluge-0.0.120.tar.gz | source | sdist | null | false | b29b667ab047940cc9e8b5c597baf901 | c718a92d316741ba47246098bdeb2b8c6754addffdd594a1389ee60de608c5b7 | 3ee4eab3007918ece525a7465bf1809b70b8a0dbbd1345def9a4b4312dde1ce9 | null | [
"LICENSE"
] | 219 |
2.4 | winebox | 0.5.6 | Wine Cellar Management Application with OCR label scanning | # WineBox
A wine cellar management application with OCR label scanning.
## Features
- **Label Scanning**: Upload wine label images for automatic text extraction via AI
- **Wine Autocomplete**: Search 100K+ wines from the [X-Wines dataset](https://github.com/rogerioxavier/X-Wines) with community ratings
- **Inventory... | text/markdown | null | Joe Drumgoole <joe@joedrumgoole.com> | null | null | MIT | cellar, fastapi, inventory, ocr, wine | [
"Development Status :: 4 - Beta",
"Environment :: Web Environment",
"Framework :: FastAPI",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Prog... | [] | null | null | >=3.11 | [] | [] | [] | [
"aioboto3>=13.0.0",
"aiofiles>=23.0.0",
"anthropic>=0.40.0",
"bcrypt>=4.1.2",
"beanie>=1.25.0",
"fastapi-users[beanie]>=14.0.0",
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"jinja2>=3.1.0",
"motor>=3.3.0",
"pillow>=10.0.0",
"pydantic-settings>=2.0.0",
"pydantic>=2.0.0",
"pytesseract>=0.3.10",
"python-jose[cryptog... | [] | [] | [] | [
"Homepage, https://github.com/jdrumgoole/winebox",
"Documentation, https://winebox.readthedocs.io",
"Repository, https://github.com/jdrumgoole/winebox",
"Issues, https://github.com/jdrumgoole/winebox/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:13:05.143359 | winebox-0.5.6.tar.gz | 5,756,169 | 8f/2e/1146ee1f727eedef0db0f6b6da80178c51003cde734a8011b0e53e793223/winebox-0.5.6.tar.gz | source | sdist | null | false | a90b5056fb9d7dc7857d7e44c44aeb18 | 8a169af18abfcb33796c3ab507d3574e3c701561be8fccb1a89849f74d2de5ad | 8f2e1146ee1f727eedef0db0f6b6da80178c51003cde734a8011b0e53e793223 | null | [
"LICENSE"
] | 231 |
2.4 | indy-hub | 1.14.4 | Indy Hub - An industrial management application for Alliance Auth | # Indy Hub for Alliance Auth
A modern industry and material‑exchange management module for [Alliance Auth](https://allianceauth.org/), focused on blueprint sharing, job tracking, and corp trading workflows for EVE Online alliances and corporations.
_____________________________________________________________________... | text/markdown | null | erka Ekanon <erkaekanon@outlook.com> | null | null | null | allianceauth, eveonline, hub, industry, indy | [
"Environment :: Web Environment",
"Framework :: Celery",
"Framework :: Django",
"Framework :: Django :: 4.0",
"Framework :: Django :: 4.2",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programm... | [] | null | null | >=3.10 | [] | [] | [] | [
"allianceauth<5,>=4",
"allianceauth-app-utils>=1",
"django-esi<9,>=7",
"django-eveuniverse>=1.5.7",
"requests>=2.31",
"aadiscordbot; extra == \"aadiscordbot\"",
"aa-discordnotify>=2; extra == \"discordnotify\""
] | [] | [] | [] | [
"Homepage, https://github.com/Erkaek/aa-Indy_Hub",
"Source, https://github.com/Erkaek/aa-Indy_Hub",
"Tracker, https://github.com/Erkaek/aa-Indy_Hub/issues"
] | twine/6.2.0 CPython/3.14.2 | 2026-02-20T23:12:26.225590 | indy_hub-1.14.4.tar.gz | 467,895 | 44/ce/90bfffbc63b914bd312a4eb8599013bbb8db1d9f879092422a37d634dd5b/indy_hub-1.14.4.tar.gz | source | sdist | null | false | f3e4c6c0cf2fb7eff8241bbcd08161c4 | 718a5108d3ac19f05e569cce4d138c81457c0e3aa8d2afee83c5ed89177d0d32 | 44ce90bfffbc63b914bd312a4eb8599013bbb8db1d9f879092422a37d634dd5b | null | [
"LICENSE"
] | 233 |
2.4 | cybrid-api-id-python | 0.126.174 | Cybrid Identity API | View our documentation on [Github](https://github.com/Cybrid-app/cybrid-api-id-python/)
| text/markdown | Cybrid Support | support@cybrid.app | null | null | Apache-2.0 | Cybrid Identity API | [] | [] | https://github.com/Cybrid-app/cybrid-api-id-python/ | null | >=3.6 | [] | [] | [] | [
"urllib3>=1.25.3",
"python-dateutil"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.11.14 | 2026-02-20T23:12:22.413079 | cybrid_api_id_python-0.126.174.tar.gz | 125,262 | ed/da/998db1bbd67eca1c9ad490230b4ff7e7156c0bbd38ddf9a292fa034ed87d/cybrid_api_id_python-0.126.174.tar.gz | source | sdist | null | false | afc93b58a016756c887a739178f7f82f | 5f07d03f2caebf7f60f8a3fface4e187e399e0718c63509c2fc5ca6a6a63a791 | edda998db1bbd67eca1c9ad490230b4ff7e7156c0bbd38ddf9a292fa034ed87d | null | [] | 254 |
2.4 | pythia-datasets | 2026.2.20 | Provides utility functions for accessing data repository for Project Pythia examples/notebooks | | CI | [![GitHub Workflow Status][github-ci-badge]][github-ci-link] [![GitHub Workflow Status][pre-commit-badge]][pre-commit-link] [![Code Coverage Status][codecov-badge]][codecov-link] |
| :---------- | :----------------------------------------------------------------------------------------------------------... | text/markdown | null | null | Project Pythia Team | null | null | Pooch, Pythia | [
"Development Status :: 2 - Pre-Alpha",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Langua... | [] | null | null | >=3.9 | [] | [] | [] | [
"pooch"
] | [] | [] | [] | [
"Documentation, https://github.com/ProjectPythia/pythia-datasets",
"Homepage, https://github.com/ProjectPythia/pythia-datasets",
"Source, https://github.com/ProjectPythia/pythia-datasets",
"Tracker, https://github.com/ProjectPythia/pythia-datasets/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:12:08.973873 | pythia_datasets-2026.2.20.tar.gz | 10,941 | 63/ff/f4b10f942bdc5e55f3fbe59c515640609349a4708f5be8c5d176e608b9d3/pythia_datasets-2026.2.20.tar.gz | source | sdist | null | false | 5679843475fd6791ce7696ecacd0357d | 7ff7427d2ad99b6eca561104eac2c51f401584c380a96b6229599dd045f85be4 | 63fff4b10f942bdc5e55f3fbe59c515640609349a4708f5be8c5d176e608b9d3 | Apache-2.0 | [
"LICENSE"
] | 230 |
2.4 | nexi-xpay-mcp-server | 1.2.0 | MCP server for Nexi XPay Back Office APIs | # nexi-xpay-mcp-server
[](https://modelcontextprotocol.io)
[](https://pypi.org/project/nexi-xpay-mcp-server/)
[](https://opensource.org/licenses/MIT)
MCP... | text/markdown | Ing. Luca Stucchi | null | null | null | null | mcp, nexi, xpay, payments, back-office | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Office/Business ... | [] | null | null | >=3.10 | [] | [] | [] | [
"mcp[cli]",
"httpx"
] | [] | [] | [] | [
"Homepage, https://github.com/stucchi/nexi-xpay-mcp-server",
"Repository, https://github.com/stucchi/nexi-xpay-mcp-server",
"Issues, https://github.com/stucchi/nexi-xpay-mcp-server/issues"
] | twine/6.2.0 CPython/3.13.1 | 2026-02-20T23:12:03.361576 | nexi_xpay_mcp_server-1.2.0.tar.gz | 9,589 | a5/2e/aa3f167153624a14cc592a1fd98724aba3c5f59be4079a46ee10f6ef8ce3/nexi_xpay_mcp_server-1.2.0.tar.gz | source | sdist | null | false | 93c034097888507660db7c51e0a44d58 | bc248cea8448980ca7ae9ff2541861c770232024cae5e6a6c5ef40520ca6781b | a52eaa3f167153624a14cc592a1fd98724aba3c5f59be4079a46ee10f6ef8ce3 | MIT | [
"LICENSE"
] | 225 |
2.4 | NEMO-CE | 7.3.16 | NEMO Community Edition is a laboratory logistics web application based of NEMO. Use it to schedule reservations, control tool access, track maintenance issues, and more. | [](https://github.com/psf/black)
[](https://www.djlint.com)
[](https://w... | text/markdown | null | Atlantis Labs LLC <atlantis@atlantislabs.io> | null | null | MIT License
Copyright (c) 2025
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
... | NEMO, NEMO-CE | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: Public Domain",
"Natural Language :: English",
"Operating System :: OS Independent",
"Framework :: Django :: 4.2",
"Prog... | [] | null | null | <4,>=3.10 | [] | [] | [] | [
"cryptography==46.0.3",
"Django==4.2.28",
"django-auditlog==3.4.1",
"django-filter==25.1",
"django-jsonform==2.23.2",
"django-mptt==0.18.0",
"djangorestframework==3.16.1",
"drf-excel==2.5.3",
"drf-flex-fields==1.0.2",
"fastjsonschema==2.21.2",
"ldap3==2.9.1",
"packaging==26.0",
"Pillow==12.1... | [] | [] | [] | [
"Homepage, https://gitlab.com/nemo-community/nemo-ce",
"Changelog, https://gitlab.com/nemo-community/nemo-ce/-/releases",
"Issues, https://gitlab.com/nemo-community/nemo-ce/-/issues",
"CI, https://gitlab.com/nemo-community/nemo-ce/-/pipelines"
] | twine/6.2.0 CPython/3.14.3 | 2026-02-20T23:11:05.451198 | nemo_ce-7.3.16.tar.gz | 1,661,901 | ff/e5/92bc6f4dcae21a0c3364febfd0123769b72da1a606dc331fec82442f37a8/nemo_ce-7.3.16.tar.gz | source | sdist | null | false | dce2424b898626c228626b6174e0b6c8 | 08b8643d6b32aba1314c8a4891262a54a413c064d67c91888bcb37e647f98cd8 | ffe592bc6f4dcae21a0c3364febfd0123769b72da1a606dc331fec82442f37a8 | null | [
"LICENSE"
] | 0 |
2.4 | patchpal | 0.15.1 | An agentic coding and automation assistant, supporting both local and cloud LLMs | # PatchPal — An Agentic Coding and Automation Assistant
<!---->
<img src="https://raw.githubusercontent.com/amaiya/patchpal/refs/heads/main/assets/patchpal_screenshot.png" alt="PatchPal Screenshot" width="650"/>
> Supporting both local and cloud LLMs, with autopil... | text/markdown | PatchPal Contributors | null | null | null | null | null | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Software Develo... | [] | null | null | >=3.10 | [] | [] | [] | [
"litellm>=1.0.0",
"requests>=2.31.0",
"beautifulsoup4>=4.12.0",
"ddgs>=1.0.0",
"rich>=13.0.0",
"pyyaml>=6.0.0",
"prompt_toolkit>=3.0.0",
"tiktoken>=0.5.0",
"boto3",
"pymupdf>=1.23.0",
"python-docx>=1.0.0",
"python-pptx>=0.6.0",
"tree-sitter-language-pack>=0.3.0",
"pytest>=7.0.0; extra == \... | [] | [] | [] | [
"Homepage, https://github.com/amaiya/patchpal",
"Repository, https://github.com/amaiya/patchpal",
"Issues, https://github.com/amaiya/patchpal/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:10:53.389844 | patchpal-0.15.1.tar.gz | 143,961 | f6/0f/8aec48be1cc89458cdbbbfb75c7a0a1cb2bff8327c8f71f274de030a188c/patchpal-0.15.1.tar.gz | source | sdist | null | false | 0bc59d4670ea0b657affdf5d72265132 | 632adc14eb0675b6c78ac0417c282256703a19e99db44d2b551462bf11baa6fd | f60f8aec48be1cc89458cdbbbfb75c7a0a1cb2bff8327c8f71f274de030a188c | Apache-2.0 | [
"LICENSE"
] | 233 |
2.3 | galileo-core | 3.96.0 | Shared schemas and configuration for Galileo's Python packages. | # galileo-core
Shared schemas and configuration for Galileo's Python packages.
## Running Tests
This project uses [Poetry](https://python-poetry.org/) for dependency management and [pytest](https://pytest.org/) as the test runner.
To install the test dependencies and run the test suite, use:
```bash
poetry install... | text/markdown | Galileo Technologies Inc. | team@rungalileo.io | null | null | Apache-2.0 | llm, quality, language_models, galileo | [
"Development Status :: 5 - Production/Stable",
"Framework :: Pydantic",
"License :: OSI Approved :: Apache Software License",
"Framework :: IPython",
"Framework :: Jupyter",
"Framework :: Jupyter :: JupyterLab",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Inten... | [] | null | null | >=3.10.0 | [] | [] | [] | [
"httpx<0.29.0,>=0.27.0",
"pydantic<3.0.0,>=2.6.0",
"pydantic-partial<0.11.0,>=0.10.1",
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"pyjwt<3.0.0,>=2.8.0",
"pytest<9.0.0,>=8.2.1; extra == \"testing\"",
"respx<0.23.0,>=0.22.0; extra == \"testing\"",
"typing-extensions<5.0.0,>=4.12.2",
"uvloop<0.22.0,>=0.21.0; s... | [] | [] | [] | [
"Homepage, https://www.galileo.ai/"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:10:32.759797 | galileo_core-3.96.0.tar.gz | 64,521 | 8a/66/eb870d1f26c58a2a8716b5eba584727d2ba579bd13e0cd32b86f3e321fd5/galileo_core-3.96.0.tar.gz | source | sdist | null | false | 0d1e0df42b29ec92b25fac1ae4b3fbc6 | 92f2450c0248a9da3ea10fe7a1fee4b7a09230aba8cbaf35a159162191c692f5 | 8a66eb870d1f26c58a2a8716b5eba584727d2ba579bd13e0cd32b86f3e321fd5 | null | [] | 498 |
2.4 | qsharp-jupyterlab | 1.25.7.dev0 | Q# extension for JupyterLab | # Q# Language Support for JupyterLab
Q# is an open-source, high-level programming language for developing and running quantum algorithms.
The `qsharp-jupyterlab` extension provides syntax highlighting for Q# documents and Q# notebook
cells in JupyterLab.
## Installation
To install the Q# JupyterLab extension, run:
... | text/markdown | Microsoft | null | null | null | null | jupyter, jupyterlab, jupyterlab-extension | [
"Framework :: Jupyter",
"Framework :: Jupyter :: JupyterLab",
"Framework :: Jupyter :: JupyterLab :: 4",
"Framework :: Jupyter :: JupyterLab :: Extensions",
"Framework :: Jupyter :: JupyterLab :: Extensions :: Prebuilt",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Prog... | [] | null | null | >=3.10 | [] | [] | [] | [] | [] | [] | [] | [
"Homepage, https://github.com/microsoft/qsharp",
"Bug Tracker, https://github.com/microsoft/qsharp/issues",
"Repository, https://github.com/microsoft/qsharp.git"
] | RestSharp/106.13.0.0 | 2026-02-20T23:10:16.316601 | qsharp_jupyterlab-1.25.7.dev0-py3-none-any.whl | 11,136 | 7b/c5/f2c8a919508979d2ceb9520efa2bd123b5af46e16ec9a2513d431de6bcc7/qsharp_jupyterlab-1.25.7.dev0-py3-none-any.whl | py3 | bdist_wheel | null | false | bec3a5c119dc234a3d1cd709b13c60fd | abcca8ac36f8316cd863fb6c70b2c81bd404ae1b9ba973ad575b4f65e1827f6e | 7bc5f2c8a919508979d2ceb9520efa2bd123b5af46e16ec9a2513d431de6bcc7 | null | [] | 73 |
2.4 | qdk | 1.25.7.dev0 | Quantum Development Kit Python Package | # qdk
The Quantum Development Kit (QDK) provides a single, cohesive Python entry point for compiling, simulating, and estimating resources for quantum programs (Q# and OpenQASM), with optional extras for visualization, cloud workflows, and interoperability with Qiskit and Cirq.
## Install
To install the core functio... | text/markdown | Microsoft | null | null | null | null | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"qsharp==1.25.7.dev0",
"pyqir<0.12",
"qsharp-widgets==1.25.7.dev0; extra == \"jupyter\"",
"qsharp-jupyterlab==1.25.7.dev0; extra == \"jupyter\"",
"azure-quantum>=3.5.0; extra == \"azure\"",
"qiskit<3.0.0,>=1.2.2; extra == \"qiskit\"",
"cirq-core<=1.4.1,>=1.3.0; extra == \"cirq\"",
"cirq-ionq<=1.4.1,>=... | [] | [] | [] | [] | RestSharp/106.13.0.0 | 2026-02-20T23:10:05.604609 | qdk-1.25.7.dev0-py3-none-any.whl | 8,789 | 43/38/e65b507ed241b21be31c39f0a52c6990cb7b928ecfd58529bde87d0efa51/qdk-1.25.7.dev0-py3-none-any.whl | py3 | bdist_wheel | null | false | efd47bd3db50e8a98ff6414473890d56 | 3ec3136c42aeebcf20c2e6e7105c5b92d0f822fe2770d249782296e1655b9b4d | 4338e65b507ed241b21be31c39f0a52c6990cb7b928ecfd58529bde87d0efa51 | null | [] | 73 |
2.4 | ilum | 0.0.2 | CLI installer and management tool for the Ilum Data Lakehouse platform | # ilum
CLI tool for deploying and managing the [Ilum Data Lakehouse](https://ilum.cloud) platform on Kubernetes.
Manage Helm-based Ilum deployments with module dependency resolution, values safety, interactive wizards, health checks, and structured output — all from a single command.
## Install
```bash
pip install ... | text/markdown | null | Ilum <info@ilum.cloud> | null | null | null | helm, ilum, kubernetes, lakehouse, spark | [
"Development Status :: 3 - Alpha",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: System Administrators",
"License :: OSI Approved :: Apache Software License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: OS Independe... | [] | null | null | >=3.10 | [] | [] | [] | [
"kubernetes>=28",
"pydantic>=2.5",
"questionary>=2",
"rich>=13",
"ruamel-yaml>=0.18",
"typer>=0.12",
"fastapi>=0.115; extra == \"api\"",
"httpx>=0.27; extra == \"api\"",
"pyjwt[crypto]>=2.8; extra == \"api\"",
"uvicorn[standard]>=0.30; extra == \"api\"",
"pyinstaller>=6; extra == \"build\"",
"... | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:09:10.952277 | ilum-0.0.2.tar.gz | 349,470 | 05/65/58fc8469cc441d85661b3be137b668ac4437192b18d9fb9876fc3f018b46/ilum-0.0.2.tar.gz | source | sdist | null | false | add1ee2700156143393fcb4f4b7289fe | d54cbade9a7c7e619af6608715f0f9297cda40237a9bfcfaa09c772d3d9c881a | 056558fc8469cc441d85661b3be137b668ac4437192b18d9fb9876fc3f018b46 | Apache-2.0 | [] | 92 |
2.4 | hiddifypanel | 12.0.0b6 | hiddifypanel multi proxy panel | # hiddifypanel
hiddifypanel to create multi proxy using xray mtproxy and others
## 🌎 Translations
<div align=center>
[Translation](https://fink.inlang.com/github.com/hiddify/hiddifypanel)
</div>
Improve existing languages or add new ones by manually editing the JSON files located in `/assets/translations` o... | text/markdown | hiddify | null | null | null | # Attribution-NonCommercial-ShareAlike 4.0 International
## Summary:
- You are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material
- Under the following terms:
- Attribution —... | proxy, panel, multi | [] | [] | null | null | >=3.12 | [] | [] | [] | [
"apiflask[async]==3.0.2",
"babel==2.18.0",
"bleach==6.3.0",
"bootstrap-flask==2.5.0",
"celery<6.0.0,>=5.6.2",
"flask-admin==1.6.1",
"flask-adminlte3==1.0.9",
"flask-classful==0.16.0",
"flask-login==0.6.3",
"flask-restful==0.3.10",
"flask-sqlalchemy==3.1.1",
"flask-session==0.8.0",
"flask-wtf... | [] | [] | [] | [
"homepage, https://hiddify.com",
"repository, https://github.com/hiddify/hiddify-manager/",
"documentation, https://hiddify.com/manager"
] | twine/6.2.0 CPython/3.13.11 | 2026-02-20T23:08:51.365649 | hiddifypanel-12.0.0b6.tar.gz | 9,707,106 | 81/0c/8e0482603e12df47998c68da812b49488685ded37a3100461fe95d93ba10/hiddifypanel-12.0.0b6.tar.gz | source | sdist | null | false | 949f535a0d4d375c02b42eddbb694a55 | decc2b2c3b27cdaee0609280310a4c9c876e025cdb026891b5fbf2cbde2021c0 | 810c8e0482603e12df47998c68da812b49488685ded37a3100461fe95d93ba10 | null | [
"LICENSE.md"
] | 657 |
2.1 | faster-qwen3-tts | 0.1.0 | Real-time Qwen3-TTS inference using manual CUDA graph capture | # Faster Qwen3-TTS
Real-time Qwen3-TTS inference using CUDA graph capture. No Flash Attention, no vLLM, no Triton. Just `torch.cuda.CUDAGraph`. Supports both streaming and non-streaming generation.
## Results
Benchmarks include tokenization + inference (apples-to-apples with baseline). RTF > 1.0 = faster than real-t... | text/markdown | Andres Marafioti | null | null | null | MIT | tts, qwen, cuda, cudagraph, streaming | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Multimedia :: Sound/Audio :: Speech",
"Topic :: Scientific... | [] | null | null | >=3.10 | [] | [] | [] | [
"qwen-tts>=0.1.1",
"transformers>=4.57",
"torch>=2.1",
"numpy",
"soundfile",
"huggingface-hub"
] | [] | [] | [] | [
"Homepage, https://github.com/andimarafioti/faster-qwen3-tts",
"Repository, https://github.com/andimarafioti/faster-qwen3-tts"
] | twine/6.2.0 CPython/3.12.7 | 2026-02-20T23:08:13.887821 | faster_qwen3_tts-0.1.0.tar.gz | 38,400 | 35/4a/2359135897b6011363632cb4bbc132201d16a4ec74e770592a00504de71e/faster_qwen3_tts-0.1.0.tar.gz | source | sdist | null | false | 89ab00d42d4c77434e9a2a8817b711a6 | 06c5ce2d1332ee090656e21370dab438556583a36eb9c68af0425eb0c02af995 | 354a2359135897b6011363632cb4bbc132201d16a4ec74e770592a00504de71e | null | [] | 239 |
2.4 | italy-opendata-mcp | 1.0.1 | MCP server for Italian open data (municipalities, provinces, regions, postal codes, coordinates, geographic data) | # italy-opendata-mcp
MCP server exposing Italian open data (municipalities, provinces, regions, postal codes, coordinates, geographic data) through simple, developer-friendly tools.
## Features
- **7 MCP tools** to navigate the Italian administrative hierarchy
- **Official sources**: ISTAT and ANPR where available
-... | text/markdown | null | "Ing. Luca Stucchi" <luca.stucchi@gmail.com> | null | null | null | mcp, italy, opendata, istat, municipalities | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"mcp[cli]",
"httpx",
"openpyxl"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.1 | 2026-02-20T23:07:46.015677 | italy_opendata_mcp-1.0.1.tar.gz | 11,735 | 49/f5/97f2015e93d7ac1529f799c7b425742124e3ce40a2ad632cf233d0530f48/italy_opendata_mcp-1.0.1.tar.gz | source | sdist | null | false | f61bbd3e1f1844af02bb1c9a2d9e1f20 | a85b08ce4a7473ee9003ecd0bd9159a076b5c83fb1b56479f15ddc9d812b8266 | 49f597f2015e93d7ac1529f799c7b425742124e3ce40a2ad632cf233d0530f48 | MIT | [] | 223 |
2.4 | sentimentscopeai | 1.4.2 | Transformer-based review sentiment analysis and actionable insight generation. | 
# SentimentScopeAI
## Fine-Grained Review Sentiment Analysis & Insight Generation
SentimentScopeAI is a Python-based NLP system that leverages PyTorch and HuggingFace Transformers (pre-trained models) to... | text/markdown | Vignesh Thondikulam | null | null | null | MIT | null | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"torch",
"transformers",
"sentencepiece",
"playwright>=1.40.0",
"playwright-stealth>=0.1.0",
"seleniumbase>=4.0.0"
] | [] | [] | [] | [
"Homepage, https://github.com/VigneshT24/SentimentScopeAI",
"Repository, https://github.com/VigneshT24/SentimentScopeAI"
] | twine/6.2.0 CPython/3.12.0 | 2026-02-20T23:06:24.899008 | sentimentscopeai-1.4.2.tar.gz | 16,281 | 68/56/a44ec8f9399f8107f774494b52612c8166234ea02d8f2267b9f10d86e995/sentimentscopeai-1.4.2.tar.gz | source | sdist | null | false | 155e89a109f1d099bb2ab8708a933313 | 23563fc9da3ceaa0cfd6ba67ff5d535d51f4ec1af3eab4cc963ee0269d3a6dad | 6856a44ec8f9399f8107f774494b52612c8166234ea02d8f2267b9f10d86e995 | null | [
"LICENSE"
] | 212 |
2.4 | synix | 0.15.0 | Build system for agent memory | <p align="center">
<img src="./assets/logo.svg" alt="Synix logo" width="120">
</p>
<pre align="center">
███████╗██╗ ██╗███╗ ██╗██╗██╗ ██╗
██╔════╝╚██╗ ██╔╝████╗ ██║██║╚██╗██╔╝
███████╗ ╚████╔╝ ██╔██╗ ██║██║ ╚███╔╝
╚════██║ ╚██╔╝ ██║╚██╗██║██║ ██╔██╗
███████║ ██║ ██║ ╚████║██║██╔╝ ██╗
╚══════╝ ╚═╝... | text/markdown | Mark Lubin | null | null | null | null | agent, build-system, llm, memory | [
"Development Status :: 4 - Beta",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering :: Artificial Intelligence"
] | [] | null | null | >=3.11 | [] | [] | [] | [
"anthropic>=0.40.0",
"click>=8.0",
"fastembed>=0.4",
"openai>=1.0",
"pydantic>=2.0",
"python-dotenv>=1.0",
"pyyaml>=6.0",
"rich>=13.0",
"httpx>=0.27; extra == \"mesh\"",
"starlette>=0.40; extra == \"mesh\"",
"uvicorn[standard]>=0.30; extra == \"mesh\""
] | [] | [] | [] | [
"Homepage, https://github.com/marklubin/synix",
"Repository, https://github.com/marklubin/synix"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:06:20.127905 | synix-0.15.0.tar.gz | 3,821,511 | 7d/7f/3568172ea6e6872c6835c278f812b5a5cd99e77d20be4739bfeff76f32fa/synix-0.15.0.tar.gz | source | sdist | null | false | 85a40eca3e41db4e5ad29aecab1a1e30 | fe71e2c56e4820244ad048f62881bcd89a3c5b53eb28e6a132d55d4b42b77c62 | 7d7f3568172ea6e6872c6835c278f812b5a5cd99e77d20be4739bfeff76f32fa | MIT | [
"LICENSE"
] | 218 |
2.4 | tgcore | 1.0.22 | TGCoreSDK | Enterprise Telegram Bot API Framework. | <h1 align="center">TGCore SDK</h1>
<p align="center">
Enterprise Telegram Bot Framework • Secure • Scalable • Zero-Trust Ready
</p>
<p align="center">
<img src="https://img.shields.io/badge/Framework-TGCore-black?style=for-the-badge">
<img src="https://img.shields.io/badge/API-Services%20Pro-purple?style=for-the-badge... | text/markdown | TeamKillerX | null | null | null | Apache-2.0 | telegram, telegram-bot, telegram-api, sdk, framework, tgcore, ryzenth | [
"Development Status :: 5 - Production/Stable",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11"... | [] | null | null | >=3.8 | [] | [] | [] | [
"httpx>=0.24.0",
"pydantic"
] | [] | [] | [] | [
"Source, https://github.com/TeamKillerX/tgcore",
"Issues, https://github.com/TeamKillerX/tgcore/issues",
"Documentation, https://services-pro.ryzenths.dpdns.org/api/v2/docs"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:05:31.036252 | tgcore-1.0.22.tar.gz | 18,376 | 4c/76/cda4badb6b7d39ceda71a654dce02af480fe1890c277a46f6ae9d7f25939/tgcore-1.0.22.tar.gz | source | sdist | null | false | 644be26d1d904152ad11fa33b09e2713 | e2974d78f7332acd3e810b70585e7d6fa4b4dc3b5c8a7779cd49dc0b203dec2a | 4c76cda4badb6b7d39ceda71a654dce02af480fe1890c277a46f6ae9d7f25939 | null | [
"LICENSE",
"NOTICE"
] | 246 |
2.3 | flwr-nightly | 1.27.0.dev20260220 | Flower: A Friendly Federated AI Framework | # Flower: A Friendly Federated AI Framework
<p align="center">
<a href="https://flower.ai/">
<img src="https://flower.ai/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fflwr-head.4d68867a.png&w=384&q=75" width="140px" alt="Flower Website" />
</a>
</p>
<p align="center">
<a href="https://flower.ai/">Website</a... | text/markdown | The Flower Authors | hello@flower.ai | null | null | Apache-2.0 | Artificial Intelligence, Federated AI, Federated Analytics, Federated Evaluation, Federated Learning, Flower, Machine Learning | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System :: MacOS :: MacOS X",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python",
"Programming ... | [] | https://flower.ai | null | <4.0,>=3.10 | [] | [] | [] | [
"numpy<3.0.0,>=1.26.0",
"grpcio<2.0.0,>=1.70.0",
"grpcio-health-checking<2.0.0,>=1.70.0",
"protobuf<7.0.0,>=5.28.0",
"cryptography<47.0.0,>=46.0.5",
"pycryptodome<4.0.0,>=3.18.0",
"iterators<0.0.3,>=0.0.2",
"typer<0.21.0,>=0.12.5",
"tomli<3.0.0,>=2.0.1",
"tomli-w<2.0.0,>=1.0.0",
"pathspec<0.13.0... | [] | [] | [] | [
"Homepage, https://flower.ai",
"Repository, https://github.com/adap/flower",
"Documentation, https://flower.ai"
] | poetry/2.1.3 CPython/3.10.19 Linux/6.8.0-1044-azure | 2026-02-20T23:05:17.912711 | flwr_nightly-1.27.0.dev20260220.tar.gz | 419,935 | 90/08/c4fd77d30cf5d9fa690ff4e264da7e0e4f9cc70a007dc9179b36dcc25375/flwr_nightly-1.27.0.dev20260220.tar.gz | source | sdist | null | false | 5e2a850d661f6bea1fc5552fd080c17e | 8252360f2e8162903c9919362d5bf7a69b450464f357aa2a7aa42e9171e79c09 | 9008c4fd77d30cf5d9fa690ff4e264da7e0e4f9cc70a007dc9179b36dcc25375 | null | [] | 191 |
2.4 | nativ | 0.2.0 | Python SDK for the Nativ AI localization platform | # Nativ Python SDK
The official Python client for the [Nativ](https://usenativ.com) AI localization platform.
Wraps the full Nativ REST API with **sync and async** clients, typed responses, and zero config — just add your API key.
## Installation
```bash
pip install nativ
```
## Quick start
```python
from nativ i... | text/markdown | null | Nativ <hello@usenativ.com> | null | null | null | ai, cli, i18n, l10n, localization, translation | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
... | [] | null | null | >=3.9 | [] | [] | [] | [
"httpx>=0.24.0",
"anyio[trio]>=4.0; extra == \"dev\"",
"pytest-anyio>=0.0.0; extra == \"dev\"",
"pytest-httpx>=0.35.0; extra == \"dev\"",
"pytest>=8.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://usenativ.com",
"Documentation, https://docs.usenativ.com",
"Repository, https://github.com/Nativ-Technologies/nativ-python",
"Issues, https://github.com/Nativ-Technologies/nativ-python/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:04:49.109545 | nativ-0.2.0.tar.gz | 21,679 | e9/0b/96a1864423bce68b05de8b509df0fe48bb6b4c877920b1314344d944b849/nativ-0.2.0.tar.gz | source | sdist | null | false | e66998fb53f548b3376b69ca5d76ac52 | 319aefdcac743978c7f6f37f6418bf2542790317b3e6fc0ce0690affe26de4ed | e90b96a1864423bce68b05de8b509df0fe48bb6b4c877920b1314344d944b849 | MIT | [
"LICENSE"
] | 316 |
2.4 | qBitrr2 | 5.9.1 | Intelligent automation for qBittorrent and *Arr apps (Radarr/Sonarr/Lidarr) - health monitoring, instant imports, quality upgrades, request integration | # <img src="assets/logov2-clean.png" alt="qBitrr Logo" width="40" style="vertical-align: middle;"/> qBitrr
[](https://pypi.org/project/qBitrr2/)
[](https://pypi.org/project/qBitrr2/)
[.
## Features
- **Comments written in Markdown**
Users can edit or delete own comments (within 15 minu... | text/markdown | Martin Zimmermann | info@posativ.org | null | null | MIT | null | [
"Development Status :: 4 - Beta",
"Topic :: Internet",
"Topic :: Internet :: WWW/HTTP :: HTTP Servers",
"Topic :: Internet :: WWW/HTTP :: WSGI :: Application",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Langu... | [] | https://github.com/posativ/isso/ | null | >=3.7 | [] | [] | [] | [
"itsdangerous",
"Jinja2",
"misaka<3.0,>=2.0",
"html5lib",
"werkzeug>=1.0",
"bleach",
"Sphinx; extra == \"doc\""
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.12 | 2026-02-20T23:04:39.304200 | isso-0.13.2.tar.gz | 419,648 | 2f/8c/7ab1419a53c165acee78cd2d9e9bd8cd669ce08d8e910abe651512ec60fd/isso-0.13.2.tar.gz | source | sdist | null | false | 25165ca2ea5877060b877a1b44684a9c | 1aa94eafa14ff9e82982aaa445c2e35c677107f8be8fefd6adbe486b99d4c928 | 2f8c7ab1419a53c165acee78cd2d9e9bd8cd669ce08d8e910abe651512ec60fd | null | [
"LICENSE"
] | 162 |
2.4 | docsig | 0.79.0 | Check signature params for proper documentation | |
.. image:: https://raw.githubusercontent.com/jshwi/docsig/master/docs/static/docsig.svg
:alt: docsig logo
:width: 50%
:align: center
|
|License| |PyPI| |CI| |CodeQL| |pre-commit.ci status| |codecov.io| |readthedocs.org| |python3.10| |Black| |isort| |pylint| |Security Status| |Known Vulnerabilities|
.. |L... | text/x-rst | jshwi | stephen@jshwisolutions.com | jshwi | stephen@jshwisolutions.com | MIT | check, docs, docstring, params, signature | [
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | https://docsig.io | null | <4.0,>=3.10 | [] | [] | [] | [
"Sphinx<9,>=7",
"astroid<5.0.0,>=4.0.2",
"pathspec<1.1.0,>=0.12.1",
"tomli<3.0.0,>=2.0.1",
"wcmatch<11.0.0,>=8.5.2"
] | [] | [] | [] | [
"Homepage, https://docsig.io",
"Repository, https://github.com/jshwi/docsig",
"Documentation, https://docsig.io/en/latest"
] | poetry/2.2.1 CPython/3.10.19 Darwin/25.2.0 | 2026-02-20T23:04:37.669304 | docsig-0.79.0.tar.gz | 27,831 | 5f/1a/1da374e8e131500185d1c5324d19adcd952388508ba172b50361ce768216/docsig-0.79.0.tar.gz | source | sdist | null | false | e27306a33d6f9d56f5df725577285e46 | be08f0ef485e270255d9921443d7e5d1842d8784e8ba7557e2a29412410d4282 | 5f1a1da374e8e131500185d1c5324d19adcd952388508ba172b50361ce768216 | null | [] | 469 |
2.4 | httpstate | 0.0.9 | HTTP State, httpstate.com | httpstate.com
| text/markdown | null | "Alex Morales, HTTP State" <alex@httpstate.com> | null | null | null | httpstate | [
"Operating System :: OS Independent",
"Programming Language :: Python :: 3"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"websockets>=16.0"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.10.19 | 2026-02-20T23:04:35.682083 | httpstate-0.0.9.tar.gz | 2,046 | 79/d4/f669e8c0546f5960bd870e34d44adc1cb09d11a7808ca997b2386dfa4f35/httpstate-0.0.9.tar.gz | source | sdist | null | false | 5a3a38254eb2ef1998a3fe54d3ede901 | 6ffe3c54de03f5fa9dab5deae377cbcfb06a63a41636817a7ee4c015f1540a43 | 79d4f669e8c0546f5960bd870e34d44adc1cb09d11a7808ca997b2386dfa4f35 | AGPL-3.0 | [
"LICENSE"
] | 216 |
2.4 | amgi-paho-mqtt | 0.36.0 | AMGI MQTT Server | # amgi-paho-mqtt
amgi-paho-mqtt is an [AMGI](https://amgi.readthedocs.io/en/latest/) compatible server to run AMGI applications against
[MQTT](https://mqtt.org/).
## Installation
```
pip install amgi-paho-mqtt==0.36.0
```
## Example
This example uses [AsyncFast](https://pypi.org/project/asyncfast/):
```python
fro... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-common==0.36.0",
"amgi-types==0.36.0",
"paho-mqtt>=2.1.0"
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:34.728354 | amgi_paho_mqtt-0.36.0.tar.gz | 3,715 | ac/6c/659dd1f3b6cb8138204d072b150dc9d484a571150041aa04f54840c946fc/amgi_paho_mqtt-0.36.0.tar.gz | source | sdist | null | false | a7a9ed26bff1d070c1d9538f1a3611a6 | bf4ddb285f655c3275992269fbf7bace4b7572a2dc1af52aa02d4204e5d21c84 | ac6c659dd1f3b6cb8138204d072b150dc9d484a571150041aa04f54840c946fc | MIT | [
"LICENSE"
] | 200 |
2.4 | amgi-aiokafka | 0.36.0 | AMGI Kafka Server | # amgi-aiokafka
amgi-aiokafka is an [AMGI](https://amgi.readthedocs.io/en/latest/) compatible server to run AMGI applications against
[Kafka](https://kafka.apache.org/).
## Installation
```
pip install amgi-aiokafka==0.36.0
```
## Example
This example uses [AsyncFast](https://pypi.org/project/asyncfast/):
```pyth... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Development Status :: 2 - Pre-Alpha",
"Framework :: AsyncIO",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language ::... | [] | null | null | >=3.10 | [] | [] | [] | [
"aiokafka>=0.12",
"amgi-common==0.36.0",
"amgi-types==0.36.0",
"typing-extensions>=4.15.0; python_full_version < \"3.11\""
] | [] | [] | [] | [
"Changelog, https://github.com/asyncfast/amgi/blob/main/CHANGELOG.md",
"Homepage, https://github.com/asyncfast/amgi/tree/main/packages/amgi-aiokafka",
"Issues, https://github.com/asyncfast/amgi/issues/",
"Repository, https://github.com/asyncfast/amgi/"
] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:33.755574 | amgi_aiokafka-0.36.0-py3-none-any.whl | 5,191 | ae/77/6d500c57bfde9f846cea506ef2a067a1f75d8b0ecc6cb9b21841549a6de6/amgi_aiokafka-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 0414170b709c89ce5b6618ecbee83a81 | 042f2b310812301e2bb9bfd2072eaddfd486b6ccbca9ae6672c9307cc4bbdc56 | ae776d500c57bfde9f846cea506ef2a067a1f75d8b0ecc6cb9b21841549a6de6 | MIT | [
"LICENSE"
] | 205 |
2.4 | amgi-aiobotocore | 0.36.0 | AMGI AWS Services Servers | # amgi-aiobotocore
amgi-aiobotocore is an [AMGI](https://amgi.readthedocs.io/en/latest/) compatible server project, currently supporting
running AMGI applications against [SQS](https://aws.amazon.com/sqs/).
## Installation
```
pip install amgi-aiobotocore==0.36.0
```
## Example
This example uses [AsyncFast](https:... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"aiobotocore>=2.25.0",
"amgi-common==0.36.0",
"amgi-types==0.36.0",
"typing-extensions>=4.15.0; python_full_version < \"3.11\""
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:33.092382 | amgi_aiobotocore-0.36.0-py3-none-any.whl | 6,178 | 58/42/698c9398555446e28947b39c843bdf4667d17f767879aa129e31fe6c6179/amgi_aiobotocore-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 9a7ca2bf1063cd8fbbc9bfe514583ea2 | 71decf5fd3a02c59e81c0501b0564da6e38822fe340a21ca07547c6fd30517f6 | 5842698c9398555446e28947b39c843bdf4667d17f767879aa129e31fe6c6179 | MIT | [
"LICENSE"
] | 199 |
2.4 | amgi-sqs-event-source-mapping | 0.36.0 | AMGI SQS event source mapping handler | # amgi-sqs-event-source-mapping
amgi-sqs-event-source-mapping is an adaptor for [AMGI](https://amgi.readthedocs.io/en/latest/) applications to run in an
SQS event source mapped Lambda.
## Installation
```
pip install amgi-sqs-event-source-mapping==0.36.0
```
## Example
This example uses [AsyncFast](https://pypi.or... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-common==0.36.0",
"amgi-types==0.36.0",
"typing-extensions>=4.15.0; python_full_version < \"3.11\"",
"boto3>=1.40.70; extra == \"boto3\""
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:32.551176 | amgi_sqs_event_source_mapping-0.36.0.tar.gz | 5,676 | fb/e3/1d05b37c85e8563bb74e53488ec8bfe8c8f8bb170d29b285d4963d2128f1/amgi_sqs_event_source_mapping-0.36.0.tar.gz | source | sdist | null | false | ae62a22f8ccf52a6fed9a4bf6e9a7de3 | 5606315ba416db328234effec42d7a58b5af7a8625aa427cdda01f8653c7191a | fbe31d05b37c85e8563bb74e53488ec8bfe8c8f8bb170d29b285d4963d2128f1 | MIT | [
"LICENSE"
] | 197 |
2.4 | asyncfast | 0.36.0 | Add your description here | # AsyncFast
AsyncFast is a modern, event framework for building APIs with Python based on standard Python type hints.
## Installation
```
pip install asyncfast==0.36.0
```
## Example
Create a file `main.py` with:
```python
from asyncfast import AsyncFast
from pydantic import BaseModel
app = AsyncFast()
class P... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Development Status :: 2 - Pre-Alpha",
"Framework :: AsyncIO",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Pyt... | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-types==0.36.0",
"pydantic>=2.0.0",
"asyncfast-cli==0.36.0; extra == \"standard\""
] | [] | [] | [] | [
"Changelog, https://github.com/asyncfast/amgi/blob/main/CHANGELOG.md",
"Documentation, https://asyncfast.readthedocs.io/en/latest/",
"Homepage, https://github.com/asyncfast/amgi/tree/main/packages/asyncfast",
"Issues, https://github.com/asyncfast/amgi/issues/",
"Repository, https://github.com/asyncfast/amgi... | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:31.484693 | asyncfast-0.36.0-py3-none-any.whl | 14,635 | 23/f6/6843f91af98a616b0ee2dcdb91c51541d71ad2f17bd7213320f6830784ca/asyncfast-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 4d19cb2ebbcf5fa85f35e5a79d010adb | 9155291c1ba5242abd266bf820edf0080afd7eb0d3c55c1fabd50e416e008ea6 | 23f66843f91af98a616b0ee2dcdb91c51541d71ad2f17bd7213320f6830784ca | MIT | [
"LICENSE"
] | 202 |
2.4 | optionshawk | 0.0.1 | OptionsHawk - by OptionsHawk | # optionshawk
OptionsHawk - by OptionsHawk.
| text/markdown | optionshawk | null | null | null | null | null | [
"Development Status :: 1 - Planning",
"Programming Language :: Python :: 3"
] | [] | null | null | >=3.9 | [] | [] | [] | [] | [] | [] | [] | [
"Homepage, https://github.com/optionshawk/optionshawk"
] | twine/6.2.0 CPython/3.13.2 | 2026-02-20T23:04:30.578825 | optionshawk-0.0.1.tar.gz | 1,214 | ab/79/fc2bb8df22ba05cf903caf0dffafeac2a6163d81f634a10e0fc846e9955d/optionshawk-0.0.1.tar.gz | source | sdist | null | false | 8de4fff65b3aa032984a1101f4c8204b | 55cd6b3214099904f0a9e018ce49b665b25560ff08e312dedc7801311105f3cc | ab79fc2bb8df22ba05cf903caf0dffafeac2a6163d81f634a10e0fc846e9955d | MIT | [] | 218 |
2.4 | amgi-common | 0.36.0 | Add your description here | # amgi-common
This package includes some useful helpers for writing AMGI servers.
## Installation
```
pip install amgi-common==0.36.0
```
## Constructs
### Lifespan
This class handles the AMGI lifespan protocol.
```python
from amgi_common import Lifespan
async def main_loop(app, state):
"""Handle event bat... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Development Status :: 2 - Pre-Alpha",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-types==0.36.0",
"typing-extensions>=4.15.0; python_full_version < \"3.13\""
] | [] | [] | [] | [
"Changelog, https://github.com/asyncfast/amgi/blob/main/CHANGELOG.md",
"Homepage, https://github.com/asyncfast/amgi/tree/main/packages/amgi-common",
"Issues, https://github.com/asyncfast/amgi/issues/",
"Repository, https://github.com/asyncfast/amgi/"
] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:29.504164 | amgi_common-0.36.0-py3-none-any.whl | 6,283 | f5/e6/365a3722a28207d469a2d481dd21aac14890a44cb45f222f439af054a45e/amgi_common-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | b384e4787d12f08dbc3ae2293bb00919 | 6ef333b7ac23b04196b2e262898e43c2bc0f2c1d403062834eee8ae2c56badf9 | f5e6365a3722a28207d469a2d481dd21aac14890a44cb45f222f439af054a45e | MIT | [
"LICENSE"
] | 267 |
2.4 | amgi-types | 0.36.0 | AMGI Types | # amgi-types
This package contains the types for [AMGI](https://amgi.readthedocs.io/en/latest/) applications.
## Installation
```
pip install amgi-types==0.36.0
```
## Contact
For questions or suggestions, please contact [jack.burridge@mail.com](mailto:jack.burridge@mail.com).
## License
Copyright 2025 AMGI
| text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Development Status :: 2 - Pre-Alpha",
"Framework :: AsyncIO",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language ::... | [] | null | null | >=3.10 | [] | [] | [] | [
"typing-extensions>=4.15.0; python_full_version < \"3.11\""
] | [] | [] | [] | [
"Changelog, https://github.com/asyncfast/amgi/blob/main/CHANGELOG.md",
"Homepage, https://github.com/asyncfast/amgi/tree/main/packages/amgi-types",
"Issues, https://github.com/asyncfast/amgi/issues/",
"Repository, https://github.com/asyncfast/amgi/"
] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:28.002931 | amgi_types-0.36.0-py3-none-any.whl | 4,034 | c9/7d/9ecb07f6f0eb23ff7237532ca834d19161048f433d10f9861e88ec607dc0/amgi_types-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 7b4ee36dac08840a6db191062602fe69 | 0b22b25641f9e09743a2c4f182eb70d08641d61d3243e22e554aad7ae2dd9fb0 | c97d9ecb07f6f0eb23ff7237532ca834d19161048f433d10f9861e88ec607dc0 | MIT | [
"LICENSE"
] | 306 |
2.4 | amgi-redis | 0.36.0 | AMGI Redis Server | # amgi-redis
amgi-redis is an [AMGI](https://amgi.readthedocs.io/en/latest/) compatible server to run AMGI applications against
[Redis](https://redis.io/).
## Installation
```
pip install amgi-redis==0.36.0
```
## Example
This example uses [AsyncFast](https://pypi.org/project/asyncfast/):
```python
from dataclass... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-common==0.36.0",
"amgi-types==0.36.0",
"redis>=7.0.1",
"typing-extensions>=4.15.0; python_full_version < \"3.11\""
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:26.918470 | amgi_redis-0.36.0-py3-none-any.whl | 4,481 | a0/6f/a45a98c9df465f76cc0fd8384ae836f8b13648bcf0e1fd2bbe52b7d73aa2/amgi_redis-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 76741b612b74967f51f13212dff60faf | 66bffd3c2c14a09728f52e2cc80de7ca8fb56a40b379df0e65fafa73947a8ba6 | a06fa45a98c9df465f76cc0fd8384ae836f8b13648bcf0e1fd2bbe52b7d73aa2 | MIT | [
"LICENSE"
] | 197 |
2.4 | amgi-kafka-event-source-mapping | 0.36.0 | Kafka event source mapping adaptor for AMGI applications | # amgi-kafka-event-source-mapping
amgi-kafka-event-source-mapping is an adaptor for [AMGI](https://amgi.readthedocs.io/en/latest/) applications to run in
a Kafka event source mapped environment.
## Installation
```bash
pip install amgi-kafka-event-source-mapping==0.36.0
```
## Example
This example uses [AsyncFast]... | text/markdown | jack.burridge | jack.burridge <jack.burridge@mail.com> | null | null | null | null | [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"amgi-aiokafka==0.36.0",
"typing-extensions>=4.15.0; python_full_version < \"3.11\""
] | [] | [] | [] | [] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T23:04:25.463543 | amgi_kafka_event_source_mapping-0.36.0-py3-none-any.whl | 6,595 | cf/7d/4963dd052b87e760b28b32f3aa825e95657feb41fceaba3cd622c08a323a/amgi_kafka_event_source_mapping-0.36.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 58a2cfff5cf16622f235389f05b42be1 | c46a4eb559ba840b2898fb79049c3e57895fb904e697958c6efd39d836c2c85d | cf7d4963dd052b87e760b28b32f3aa825e95657feb41fceaba3cd622c08a323a | MIT | [
"LICENSE"
] | 192 |
2.4 | appium-pytest-kit | 0.1.6 | Reusable Appium 2.x + pytest mobile test framework | # appium-pytest-kit
[](https://buymeacoffee.com/gianlucasoare)
`appium-pytest-kit` is a reusable Appium 2.x + pytest plugin library for Python 3.11+. Install it once, generate a `.env`, and start writing mobile test... | text/markdown | appium-pytest-kit contributors | null | null | null | null | appium, pytest, mobile, automation, framework | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Framework :: Pytest",
"Topic :: Software Development :: Testing"
] | [] | null | null | >=3.11 | [] | [] | [] | [
"Appium-Python-Client>=4.0.0",
"pydantic-settings>=2.3.0",
"pytest>=8.2.0",
"ruff>=0.9.0; extra == \"dev\"",
"pytest-cov>=6.0.0; extra == \"dev\"",
"PyYAML>=6.0; extra == \"yaml\"",
"allure-pytest>=2.13.0; extra == \"allure\"",
"pytest-retry>=0.6.0; extra == \"retry\"",
"PyYAML>=6.0; extra == \"all\... | [] | [] | [] | [
"Homepage, https://github.com/gianlucasoare/appium-pytest-kit",
"Documentation, https://github.com/gianlucasoare/appium-pytest-kit#readme",
"Repository, https://github.com/gianlucasoare/appium-pytest-kit.git",
"Funding, https://buymeacoffee.com/gianlucasoare"
] | twine/6.2.0 CPython/3.14.0 | 2026-02-20T23:03:12.771656 | appium_pytest_kit-0.1.6.tar.gz | 41,392 | ad/af/7e12fd5fe0dacd839bd76b0c52eb3517db3df58a5791dd844c34b29bcbc2/appium_pytest_kit-0.1.6.tar.gz | source | sdist | null | false | 768379ce24e4f0c83709bf49ce5d3753 | 809d66b40fa3ef92ecd62dfc90ff8f346c8d27be4a92eabf97042e7f478e1947 | adaf7e12fd5fe0dacd839bd76b0c52eb3517db3df58a5791dd844c34b29bcbc2 | MIT | [
"LICENSE"
] | 181 |
2.4 | db-mcp-server | 1.0.2 | MCP server for MySQL and MongoDB databases — one instance per database, no Docker required | # db-mcp-server
MCP server for MySQL and MongoDB databases. One instance per database, no Docker required.
## Installation
```bash
uvx db-mcp-server
```
## Configuration
Configure via environment variables. Each instance connects to a single database.
### MySQL
| Variable | Required | Default | Description |
|--... | text/markdown | Ing. Luca Stucchi | null | null | null | null | mcp, database, mysql, mongodb, ai | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Database"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"mcp[cli]",
"aiomysql",
"motor"
] | [] | [] | [] | [
"Homepage, https://github.com/stucchi/db-mcp-server",
"Repository, https://github.com/stucchi/db-mcp-server",
"Issues, https://github.com/stucchi/db-mcp-server/issues"
] | twine/6.2.0 CPython/3.13.1 | 2026-02-20T23:03:01.255028 | db_mcp_server-1.0.2.tar.gz | 9,426 | d9/75/7d333a61829034040e234fd1623f5bfcdac0d0f6ea73d5813f665656bf22/db_mcp_server-1.0.2.tar.gz | source | sdist | null | false | fed675ed22e83d14dd3e4baefab12eaf | b3cfa4bbc415b55219c33b75fd3910a1210aca6c70aea8ebca8f142fab54ad6a | d9757d333a61829034040e234fd1623f5bfcdac0d0f6ea73d5813f665656bf22 | MIT | [
"LICENSE"
] | 200 |
2.4 | simgen-vla | 2.6.0 | VLA: Zero-Error GPU Arithmetic for PyTorch. Exact results, every calculation. | # SimGen VLA
**Zero-Error GPU Arithmetic for PyTorch**
VLA eliminates floating-point accumulation errors in GPU computations. Every sum, every matrix multiply, every gradient update - mathematically exact.
## Installation
```bash
pip install simgen-vla
```
**Requirements:**
- Python 3.10+
- PyTorch 2... | text/markdown | Clouthier Simulation Labs | Clouthier Simulation Labs <kyle@simgen.dev> | null | null | null | exact-arithmetic, GPU, precision, lossless, scientific-computing, machine-learning, deep-learning, simulation, finance, HPC, cuda, pytorch | [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"Intended Audience :: Financial and Insurance Industry",
"Operating System :: POSIX :: Linux",
"Operating System :: Microsoft :: Windows",
"Programming Language :: Python :: 3",
"Programming L... | [] | https://simgen.dev | null | >=3.10 | [] | [] | [] | [
"torch>=2.0",
"cupy-cuda12x>=12.0",
"pytest; extra == \"dev\"",
"mpmath; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://simgen.dev",
"Documentation, https://simgen.dev/docs",
"Repository, https://github.com/clouthier-simulation-labs/simgen"
] | twine/6.2.0 CPython/3.12.10 | 2026-02-20T23:02:31.648480 | simgen_vla-2.6.0.tar.gz | 1,362,890 | 2c/f5/549b5ae190085f931d7c5bf22c9eab5b19abac6c639e647ed2fd69ae22a0/simgen_vla-2.6.0.tar.gz | source | sdist | null | false | 050e539a2ee72698aa8ba2142cc855de | 314a8b19ecdc4fd992b82d9ea9bb347a95890b692e62560a446c8ee8d0a60b00 | 2cf5549b5ae190085f931d7c5bf22c9eab5b19abac6c639e647ed2fd69ae22a0 | LicenseRef-Proprietary | [
"LICENSE"
] | 224 |
2.4 | aptpath-models | 0.1.3 | Consolidated Django ORM models for the Aptpath platform. | # aptpath-models
Consolidated Django ORM models for the Aptpath platform, published as a reusable pip package.
## Installation
```bash
pip install aptpath-models
```
Or directly from source:
```bash
pip install git+<repo-url>
```
## Usage
Add `aptpath_models` to `INSTALLED_APPS` in your Django ... | text/markdown | null | null | null | null | null | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"Django>=4.2",
"psycopg2-binary",
"neomodel>=5.0",
"django-ckeditor",
"build; extra == \"dev\"",
"twine; extra == \"dev\""
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.9 | 2026-02-20T23:02:20.508373 | aptpath_models-0.1.3.tar.gz | 25,919 | ad/52/479e7f03a3d64e98138743ffa52df8b3f42f3137661b6c9b7963209dfd0b/aptpath_models-0.1.3.tar.gz | source | sdist | null | false | 830b8ae4b073cb8a2d82704d5fcd3e1e | 62f77be34bec9839361b257b4e471ecb1329125b08d9c6cee566c433ad6b3464 | ad52479e7f03a3d64e98138743ffa52df8b3f42f3137661b6c9b7963209dfd0b | LicenseRef-Proprietary | [] | 201 |
2.4 | graph-mcp | 0.1.0 | MCP server for Microsoft Teams, Outlook Calendar, and Mail via Microsoft Graph API | # Graph MCP
An MCP server that connects Claude to Microsoft Teams, Outlook Calendar, and Mail through the Microsoft Graph API.
## What it does
Gives Claude access to 29 tools:
| Category | Tools |
|---|---|
| **Auth** | Check status, login (browser OAuth), logout |
| **Chats** | List chats, read/send messages, crea... | text/markdown | JustStas | null | null | null | null | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"cryptography>=42.0",
"fastmcp>=2.0",
"httpx>=0.27",
"pydantic-settings>=2.0",
"pydantic>=2.0"
] | [] | [] | [] | [
"Homepage, https://github.com/JustStas/Graph-MCP",
"Repository, https://github.com/JustStas/Graph-MCP.git"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:02:02.579690 | graph_mcp-0.1.0.tar.gz | 16,127 | 0b/1e/0f0a6601ced15842a72d0085ff74e43cbda9234802b83146883f4ceef859/graph_mcp-0.1.0.tar.gz | source | sdist | null | false | 6aaae428c1ff759dd9049b7360b3407a | f0034183715ab7d861faf850ea67c06e3f72a21a06f4b8f370ccfdf6709de3e3 | 0b1e0f0a6601ced15842a72d0085ff74e43cbda9234802b83146883f4ceef859 | MIT | [
"LICENSE"
] | 211 |
2.4 | rda-python-dsquasar | 2.0.4 | RDA Python package to backup and recover RDA data archives to and from GLOBUS Quasar backup server | RDA python package to backup RDA dataset data onto Globus Quasar Server.
| text/markdown | null | Zaihua Ji <zji@ucar.edu> | null | null | null | null | [
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Development Status :: 5 - Production/Stable"
] | [] | null | null | >=3.7 | [] | [] | [] | [
"rda_python_common",
"rda_python_dsarch"
] | [] | [] | [] | [
"Homepage, https://github.com/NCAR/rda-python-dsquasar"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T23:02:01.623277 | rda_python_dsquasar-2.0.4.tar.gz | 54,198 | 40/8d/ce47e81fb5980e2f4f3525486bef6d58ea1fdf973162877887ee9897955b/rda_python_dsquasar-2.0.4.tar.gz | source | sdist | null | false | 5a4e853380ad9435bee14e1c7a8ebc4c | 7b03ff51564708038b6772ff3129aac7e8687ed0462cc0b0a0736bb93212b713 | 408dce47e81fb5980e2f4f3525486bef6d58ea1fdf973162877887ee9897955b | null | [
"LICENSE"
] | 179 |
2.4 | polli-cosmos | 0.4.1 | Unified ingest + post-processing toolkit (COSM camera MP4 generation + general square crop) | # Cosmos
Unified ingest + post‑processing toolkit
- `cosmos`: COSM camera MP4 generation (ingest) and orchestration
- `squarecrop`: general MP4 post‑processing (square crop)
Two CLIs, one SDK. TUI‑first UX with a stable programmatic API.
## Install
- Production: `pip install polli-cosmos`
- Dev (uv):
```
uv v... | text/markdown | Polli Labs | null | null | null | MIT | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"pillow>=10.4.0",
"psutil>=6.1.0",
"pydantic<3,>=2.7",
"questionary>=2.0.1",
"tqdm>=4.67.1",
"typer>=0.12.5",
"mypy>=1.11.2; extra == \"dev\"",
"pytest-cov>=5.0; extra == \"dev\"",
"pytest>=8.2; extra == \"dev\"",
"ruff>=0.6.9; extra == \"dev\"",
"types-pyyaml; extra == \"dev\"",
"mkdocs-mater... | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.12 | 2026-02-20T23:01:42.453329 | polli_cosmos-0.4.1-py3-none-any.whl | 62,121 | a1/95/8ec51680f70595f5a976a5d59d9b877d9113170f12520edec4a5adf973fa/polli_cosmos-0.4.1-py3-none-any.whl | py3 | bdist_wheel | null | false | 6a0cbb21c77968def79b1a409ebb6153 | 503f7910da873a54128b6c889fdda9f12ca6e66a53f16139b283f655c3913e88 | a1958ec51680f70595f5a976a5d59d9b877d9113170f12520edec4a5adf973fa | null | [
"LICENSE"
] | 85 |
2.4 | strath | 1.1.0 | This library helps ensuring that a file path is of type str or pathlib.Path. | ## FRANÇAIS
Cette bibliothèque aide à assurer qu'un chemin de fichier soit de type `str` ou
`pathlib.Path`.
En Python, il est possible de représenter des chemins de fichier au moyen de
chaînes de caractères (`str`) ou d'instances de `pathlib.Path`. Ces types
étant employés de façons fort différentes, un progra... | text/markdown | Guyllaume Rousseau | null | null | null | MIT | null | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Topic :: Utilities"
] | [] | https://github.com/GRV96/strath | null | null | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.1.0 CPython/3.12.8 | 2026-02-20T23:01:23.955787 | strath-1.1.0.tar.gz | 5,228 | 49/3b/42eb6f9f4283ced86757bc6aaa6d7d8b276316297015924feff6690ee352/strath-1.1.0.tar.gz | source | sdist | null | false | e2498e236552b0083f50c6047402060a | e3d352ca37305d108342e987389f4798a54c97ac70f7605203163a9a8879ec18 | 493b42eb6f9f4283ced86757bc6aaa6d7d8b276316297015924feff6690ee352 | null | [
"LICENSE"
] | 135 |
2.1 | airbyte-source-github | 2.1.10.dev202602202300 | Source implementation for GitHub. | # Github source connector
This is the repository for the Github source connector, written in Python.
For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.com/integrations/sources/github).
## Local development
### Prerequisites
- Python (~=3.9)
- Poetry (~=1.7)... | text/markdown | Airbyte | contact@airbyte.io | null | null | ELv2 | null | [
"License :: Other/Proprietary License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
] | [] | https://airbyte.com | null | <3.14,>=3.10 | [] | [] | [] | [
"airbyte-cdk<8.0.0,>=7.4.1",
"sgqlc==16.3"
] | [] | [] | [] | [
"Repository, https://github.com/airbytehq/airbyte",
"Documentation, https://docs.airbyte.com/integrations/sources/github"
] | poetry/1.8.5 CPython/3.11.14 Linux/6.11.0-1018-azure | 2026-02-20T23:00:17.134930 | airbyte_source_github-2.1.10.dev202602202300.tar.gz | 240,262 | 47/49/2711bca71ac0925cfbd73c3992f9c98038f701697212404a728ab8e1ac0b/airbyte_source_github-2.1.10.dev202602202300.tar.gz | source | sdist | null | false | acf518a5883010f18aadc36efb84f45f | 1f5f80d7f3135b32041d9554cee752b91f6bb085337d54b1424d9e2dcafe3746 | 47492711bca71ac0925cfbd73c3992f9c98038f701697212404a728ab8e1ac0b | null | [] | 167 |
2.4 | clawd-code-sdk | 0.1.82 | Python SDK for Claude Code | # Claude Agent SDK for Python
Python SDK for Claude Agent. See the [Claude Agent SDK documentation](https://platform.claude.com/docs/en/agent-sdk/python) for more information.
## Installation
```bash
pip install clawd-code-sdk
```
**Prerequisites:**
- Python 3.10+
**Note:** The Claude Code CLI is automatically bu... | text/markdown | null | phil65 <philipptemminghoff@gmail.com> | null | null | null | ai, anthropic, claude, sdk | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Typing :: Typed"
] | [] | null | null | >=3.13 | [] | [] | [] | [
"anthropic>=0.77.0",
"anyenv>=2.0.15",
"anyio>=4.0.0",
"mcp>=0.1.0",
"anyio[trio]>=4.0.0; extra == \"dev\"",
"mypy>=1.0.0; extra == \"dev\"",
"pytest-asyncio>=0.20.0; extra == \"dev\"",
"pytest-cov>=4.0.0; extra == \"dev\"",
"pytest-timeout>=2.4.0; extra == \"dev\"",
"pytest>=7.0.0; extra == \"dev... | [] | [] | [] | [
"Documentation, https://github.com/phil65/claude-agent-sdk-python",
"Homepage, https://github.com/phil65/claude-agent-sdk-python",
"Issues, https://github.com/phil65/claude-agent-sdk-python/issues"
] | uv/0.10.0 {"installer":{"name":"uv","version":"0.10.0","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"25.10","id":"questing","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_v... | 2026-02-20T23:00:08.418899 | clawd_code_sdk-0.1.82.tar.gz | 98,659 | f0/12/c20ca433667f2eb34fdac6e536adb439eb65d8a399ea1ec5b1c9f105bf90/clawd_code_sdk-0.1.82.tar.gz | source | sdist | null | false | 2764f7c89da15b1516cf8783d03ff071 | 417f9bce7f3f62c91a63527128fe6e23f7c30166d2dcb2b86f9cb2a510c4c818 | f012c20ca433667f2eb34fdac6e536adb439eb65d8a399ea1ec5b1c9f105bf90 | MIT | [
"LICENSE"
] | 247 |
2.4 | datacompy | 1.0.0a5 | Dataframe comparisons in Python | # DataComPy

[](https://github.com/astral-sh/ruff)
[](https://badge.fur... | text/markdown | null | Faisal Dosani <faisal.dosani@capitalone.com>, Raymond Haffar <raymond.haffar@capitalone.com>, Jacob Dawang <jacob.dawang@capitalone.com> | null | Faisal Dosani <faisal.dosani@capitalone.com>, Jacob Dawang <jacob.dawang@capitalone.com>, Raymond Haffar <raymond.haffar@capitalone.com> | Apache Software License | null | [
"Intended Audience :: Developers",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :... | [] | null | null | >=3.10.0 | [] | [] | [] | [
"jinja2>=3",
"numpy<=2.4.1,>=1.26.4",
"ordered-set<=4.1,>=4.0.2",
"pandas<=3,>=2.2",
"polars[pandas]<=1.37.1,>=0.20.4",
"build; extra == \"build\"",
"twine; extra == \"build\"",
"wheel; extra == \"build\"",
"datacompy[build]; extra == \"dev\"",
"datacompy[docs]; extra == \"dev\"",
"datacompy[qa]... | [] | [] | [] | [
"Bug Tracker, https://github.com/capitalone/datacompy/issues",
"Documentation, https://capitalone.github.io/datacompy/",
"Homepage, https://github.com/capitalone/datacompy",
"Repository, https://github.com/capitalone/datacompy.git",
"Source Code, https://github.com/capitalone/datacompy"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:59:12.380372 | datacompy-1.0.0a5.tar.gz | 108,362 | 9d/27/e40aa93601dec4bf98bdf74014e4f330852efc199172118756d7bc707d7a/datacompy-1.0.0a5.tar.gz | source | sdist | null | false | 48a494e4c2bfbc38e5432c7080b1e974 | a94238b72d46fce646eb210c3fc745f68937ba67634155fb5d566a7b7914121a | 9d27e40aa93601dec4bf98bdf74014e4f330852efc199172118756d7bc707d7a | null | [
"LICENSE"
] | 187 |
2.4 | pytest-gremlins | 1.3.0b0 | Fast-first mutation testing for pytest. Let the gremlins loose, see which ones survive. | # pytest-gremlins
**Fast-first mutation testing for pytest. Speed that makes mutation testing practical for everyday TDD.**
[](https://pypi.org/project/pytest-gremlins/)
[](h... | text/markdown | null | Mike Lane <mikelane@gmail.com> | null | null | MIT | mutation-testing, pytest, pytest-plugin, quality-assurance, test-quality, testing | [
"Development Status :: 3 - Alpha",
"Framework :: Pytest",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Pro... | [] | null | null | >=3.11 | [] | [] | [] | [
"coverage>=7.12.0",
"pytest>=7.0.0"
] | [] | [] | [] | [
"Homepage, https://github.com/mikelane/pytest-gremlins",
"Documentation, https://pytest-gremlins.readthedocs.io",
"Repository, https://github.com/mikelane/pytest-gremlins",
"Issues, https://github.com/mikelane/pytest-gremlins/issues",
"Changelog, https://github.com/mikelane/pytest-gremlins/blob/main/CHANGEL... | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:59:11.511536 | pytest_gremlins-1.3.0b0.tar.gz | 235,351 | 41/02/89e6def01d25a905a92be619e3da59fe885fe092e2e0a5b1e5162139d631/pytest_gremlins-1.3.0b0.tar.gz | source | sdist | null | false | c78efafacc5f98e016192f781e4f0ab8 | c2378bbce0eb0e2afb204f111150c165c418165c0e191bf2816698f8e4fc3f17 | 410289e6def01d25a905a92be619e3da59fe885fe092e2e0a5b1e5162139d631 | null | [
"LICENSE"
] | 178 |
2.4 | vplanet | 2.5.36 | The virtual planet simulator | <p align="center">
<img width = "250" src="docs/VPLanetLogo.png?raw=true"/>
</p>
<h1 align="center">VPLanet: The Virtual Planet Simulator</h1>
### NOTE: GitHub is currently blocking testing for this project, but all unit tests are passing and the code is stable!
<p align="center">
<a href="https://VirtualPlaneta... | text/markdown | Rory Barnes | rkb9@uw.edu | null | null | MIT | null | [] | [] | https://github.com/VirtualPlanetaryLaboratory/vplanet | null | >=3.6 | [] | [] | [] | [
"vplot>=1.0.5",
"vspace>=2.3.2",
"bigplanet>=3.0.1",
"multiplanet>=2.0.3",
"astropy>=3.0",
"numpy",
"tqdm",
"seaborn"
] | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:57:54.628024 | vplanet-2.5.36.tar.gz | 701,312 | bc/00/5c826f5fe639679e9bc28384923dc35b9511ab78e7553a4114af216f0215/vplanet-2.5.36.tar.gz | source | sdist | null | false | 73ae1cd16a724f2f0aae31c4f39000fd | 1b2a1238175c7c6f7fb99dea2cd6c01f96804bc25e95470db53e36821fc5c04b | bc005c826f5fe639679e9bc28384923dc35b9511ab78e7553a4114af216f0215 | null | [
"LICENSE"
] | 136 |
2.4 | cmu-graphics | 1.1.46 | The graphics framework used by CMU CS Academy, geared toward beginner CS students. | 
Desktop CMU Graphics is an offline version of CMU Graphics, a
persistent-object graphics package geared towards beginner computer science
students. CMU Graphics and its desktop version are mainta... | text/markdown | null | Austin Schick <aschick@andrew.cmu.edu> | null | null | null | null | [
"Programming Language :: Python :: 3",
"Operating System :: OS Independent"
] | [] | null | null | <3.15,>=3.11 | [] | [] | [] | [
"pygame-ce>=2",
"pycairo>=1.20"
] | [] | [] | [] | [
"Homepage, https://academy.cs.cmu.edu/",
"Documentation, https://academy.cs.cmu.edu/docs"
] | twine/6.2.0 CPython/3.9.17 | 2026-02-20T22:57:52.572479 | cmu_graphics-1.1.46.tar.gz | 233,836 | 61/2c/3a8922fe2142ab65175a427f11537f6d97c4b86b3f88ebb729c4187bcb06/cmu_graphics-1.1.46.tar.gz | source | sdist | null | false | 49a08e5e2ab1f56386dbed33bc0ec1a7 | 8dc0ad6dfb50acb270c36f4e4b22a628f47df92ce202507e993174989556c169 | 612c3a8922fe2142ab65175a427f11537f6d97c4b86b3f88ebb729c4187bcb06 | BSD-3-Clause | [
"LICENSE"
] | 198 |
2.4 | aspose-note | 26.2 | Aspose.Note-compatible Python API for reading OneNote (.one) files | # 🗒️ Aspose.Note FOSS for Python
[](https://github.com/aspose-note/aspose-note-python/actions/workflows/ci.yml)
[](https://pypi.org/project/aspose-note/)
[![Python Versions]... | text/markdown | Aspose | null | null | null | null | onenote, one, aspose, parser, pdf | [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Operating System :: OS Independent",
"Topic :: File Formats"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"reportlab>=3.6; extra == \"pdf\"",
"build>=1.2; extra == \"dev\"",
"twine>=5.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://github.com/aspose-note-foss/Aspose.Note-FOSS-for-Python",
"Repository, https://github.com/aspose-note-foss/Aspose.Note-FOSS-for-Python",
"Issues, https://github.com/aspose-note-foss/Aspose.Note-FOSS-for-Python/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:57:51.008736 | aspose_note-26.2.tar.gz | 131,012 | 47/59/f0b381c0d6c32e8cf0d6f8f78414dfd808fc5073c14bc95b26b2ca93fd77/aspose_note-26.2.tar.gz | source | sdist | null | false | d82fffa8fe4bf0b35c14b1c88a763cf0 | dae9d7a18637498e1d9ecf352fa1d5b3f6853300bb77d7c1ebc303f1429f75b3 | 4759f0b381c0d6c32e8cf0d6f8f78414dfd808fc5073c14bc95b26b2ca93fd77 | LicenseRef-Aspose-Split | [
"LICENSE",
"THIRD_PARTY_NOTICES.md"
] | 207 |
2.4 | jamma | 2.4.5 | JAMMA: JAX-Accelerated Mixed Model Association | <p align="center">
<a href="https://github.com/michael-denyer/jamma/actions/workflows/ci.yml"><img src="https://github.com/michael-denyer/jamma/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
<a href="https://pypi.org/project/jamma/"><img src="https://img.shields.io/pypi/v/jamma.svg" alt="PyPI"></a>
<a href="ht... | text/markdown | JAMMA Contributors | null | null | null | GPL-3.0-or-later | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"bed-reader>=1.0.0",
"click>=8.0.0",
"jax>=0.8.0",
"jaxlib>=0.8.0",
"jaxtyping>=0.2.28",
"loguru>=0.7.0",
"numpy>=2.0.0",
"progressbar2>=4.2.0",
"psutil>=5.9.0",
"threadpoolctl>=3.0.0",
"hypothesis>=6.100.0; extra == \"dev\"",
"hypothesis[numpy]>=6.100.0; extra == \"dev\"",
"pandas>=2.0.0; e... | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:57:25.626897 | jamma-2.4.5.tar.gz | 80,063,093 | ed/73/9c2d2ec5b1ce71644a97f420fa36fd107b1a37e5b063670a3a29cd4eed77/jamma-2.4.5.tar.gz | source | sdist | null | false | 44a0516b45438c5044346fc6ce832f96 | ee393aeb689b89a1f27e94b814641b206585e2451f0db2b7bcfb5cd582412d25 | ed739c2d2ec5b1ce71644a97f420fa36fd107b1a37e5b063670a3a29cd4eed77 | null | [
"LICENSE.md"
] | 198 |
2.4 | mail-swarms | 1.3.6 | Multi-Agent Interface Layer reference implementation | # Multi-Agent Interface Layer (MAIL)
Single-swarm example | Multi-swarm example
:-------------------:|:-------------------:
| 
**MAIL** is an **open protocol** for letting autonomous agents communicate, coordinate, and cooperate across local runtimes and distributed swa... | text/markdown | null | null | null | null | null | null | [
"License :: OSI Approved :: Apache Software License"
] | [] | null | null | >=3.12 | [] | [] | [] | [
"aiohttp>=3.9.0",
"asyncpg>=0.31.0",
"dict2xml>=1.7.7",
"fastapi>=0.104.1",
"fastmcp>=2.12.5",
"langchain-core>=0.3.72",
"langchain>=0.3.27",
"langgraph>=0.6.3",
"langmem>=0.0.29",
"litellm>=1.76.2",
"numpydoc>=1.9.0",
"openai>=1.106.1",
"pydantic>=2.11.7",
"pyjwt>=2.10.1",
"pyreadline3>... | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:56:55.677880 | mail_swarms-1.3.6.tar.gz | 3,227,204 | 62/b5/3b868183797eab21c6bab349f0de1c3146614bf2e58a23e670342c8646cc/mail_swarms-1.3.6.tar.gz | source | sdist | null | false | ee2f1fb00e13b65420318812b11efd49 | b2cedc31040f2aaf433825462718dc4ed42115cd3b41497e1c3052e5abf61e51 | 62b53b868183797eab21c6bab349f0de1c3146614bf2e58a23e670342c8646cc | Apache-2.0 | [
"LICENSE",
"NOTICE",
"THIRD_PARTY_NOTICES.md"
] | 196 |
2.4 | monnect | 1.0.0 | Automatically connect or disconnect a Bluetooth speaker when a specific display is connected on macOS. | # Monnect
Automatically connect or disconnect a Bluetooth speaker when a specific monitor is connected on macOS.
Monnect runs as a background LaunchAgent and manages Bluetooth audio based on display state.
---
## Features
- Auto-connect speaker when monitor is detected
- Auto-disconnect when monitor is removed
- D... | text/markdown | Ankit Gupta | null | null | null | MIT | null | [
"Operating System :: MacOS",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"License :: OSI Approved ... | [] | null | null | >=3.9 | [] | [] | [] | [] | [] | [] | [] | [
"Homepage, https://github.com/aki21j/Monnect"
] | twine/6.2.0 CPython/3.14.2 | 2026-02-20T22:56:49.382204 | monnect-1.0.0.tar.gz | 5,770 | b1/41/8427eaec872d04e1f3b8ec85982834e54f2a18e2c52eac45268fbb652cfe/monnect-1.0.0.tar.gz | source | sdist | null | false | 27cf0108a2d75fd8aac5abe8b9f8c52f | eadddeedf82e7d59f7ac91000bfe69dc296ae54780fcad3dde868fd498710a45 | b1418427eaec872d04e1f3b8ec85982834e54f2a18e2c52eac45268fbb652cfe | null | [
"LICENSE"
] | 227 |
2.4 | openai-agents | 0.9.3 | OpenAI Agents SDK | # OpenAI Agents SDK [](https://pypi.org/project/openai-agents/)
The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, ... | text/markdown | null | OpenAI <support@openai.com> | null | null | null | null | [
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language ... | [] | null | null | >=3.10 | [] | [] | [] | [
"griffe<2,>=1.5.6",
"mcp<2,>=1.19.0; python_version >= \"3.10\"",
"openai<3,>=2.19.0",
"pydantic<3,>=2.12.3",
"requests<3,>=2.0",
"types-requests<3,>=2.0",
"typing-extensions<5,>=4.12.2",
"dapr>=1.16.0; extra == \"dapr\"",
"grpcio>=1.60.0; extra == \"dapr\"",
"cryptography<46,>=45.0; extra == \"en... | [] | [] | [] | [
"Homepage, https://openai.github.io/openai-agents-python/",
"Repository, https://github.com/openai/openai-agents-python"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:56:22.531903 | openai_agents-0.9.3.tar.gz | 2,388,441 | be/bb/22e3fceb0a969f98734de71b51c09df99e66fb0f38609b63415308d7d71f/openai_agents-0.9.3.tar.gz | source | sdist | null | false | 7f4f97e1feee9dde5a1630a6dc54aaa9 | 65b150a86cae36f42da910a3a3793559ffbbe00c6fb8545e570867b84d25dbeb | bebb22e3fceb0a969f98734de71b51c09df99e66fb0f38609b63415308d7d71f | MIT | [
"LICENSE"
] | 41,588 |
2.4 | horsies | 0.1.0a17 | A Python library for distributed task execution | <p align="center">
<img src="https://suleymanozkeskin.github.io/horsies/galloping-horsie.jpg" alt="Horsies Logo" width="200" style="border-radius: 20px" />
</p>
# Horsies
**PostgreSQL-backed background task queue and workflow engine for Python.**
[**Full Documentation**](https://suleymanozkeskin.github.io/horsies/... | text/markdown | Suleyman Ozkeskin | null | null | null | null | task-queue, workflow-engine, dag, scheduling, distributed, postgres, async | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3.13",
"Topic :: Software Development :: Libraries",
"Topic :: System :: Distributed Computing",
"Topic :: System :: Networking",
"Typing :: Typed"
] | [] | null | null | >=3.13 | [] | [] | [] | [
"greenlet>=3.3.0",
"psutil>=7.2.1",
"psycopg>=3.3.2",
"psycopg-pool>=3.2.0",
"pydantic>=2.12.5",
"sqlalchemy>=2.0.46",
"psycopg-binary>=3.3.2; extra == \"pg-binary\"",
"psycopg-c>=3.3.2; extra == \"pg-c\""
] | [] | [] | [] | [
"Homepage, https://github.com/suleymanozkeskin/horsies",
"Documentation, https://suleymanozkeskin.github.io/horsies/",
"Repository, https://github.com/suleymanozkeskin/horsies",
"Issues, https://github.com/suleymanozkeskin/horsies/issues"
] | uv/0.5.1 | 2026-02-20T22:56:06.355125 | horsies-0.1.0a17.tar.gz | 166,107 | 0b/4d/b108773435d69f2667fd940e36e35eac48b6cc4b0fd2e4e52c73f9354ed0/horsies-0.1.0a17.tar.gz | source | sdist | null | false | aa55341d13946e40287e269b82422ed3 | b70c0663a46e744e05282473816a177e12c7ca996d28f181ed477d0e0f80ed9b | 0b4db108773435d69f2667fd940e36e35eac48b6cc4b0fd2e4e52c73f9354ed0 | null | [] | 160 |
2.4 | domain-check-mcp | 1.0.0 | RDAP-first domain availability checking MCP server | # domain-check-mcp
[](https://pypi.org/project/domain-check-mcp/)
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/)
... | text/markdown | null | "Ing. Luca Stucchi" <luca.stucchi@gmail.com> | null | null | null | mcp, domain, rdap, whois, availability | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"httpx",
"mcp[cli]",
"pytest; extra == \"dev\"",
"pytest-httpx; extra == \"dev\""
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.1 | 2026-02-20T22:55:38.499409 | domain_check_mcp-1.0.0.tar.gz | 11,484 | ab/44/3308529a791c8b9208ea624eb9ed9b39e488f2b41e852ee7a0f0fefafab9/domain_check_mcp-1.0.0.tar.gz | source | sdist | null | false | df8a53b88349b5271b2279405cf93c61 | 3d9758da7d46bbe7628f41dae45494551c9d9fefbfb864051b025be67c00b2f9 | ab443308529a791c8b9208ea624eb9ed9b39e488f2b41e852ee7a0f0fefafab9 | MIT | [] | 167 |
2.4 | file-modification-checker | 0.2.0 | A fast CLI tool to check for modifications. | # Modification Checking Tool
A fast CLI tool to detect new, deleted, and modified files in a folder.
## 0.1.0
### Installing and Importing
> **Installing**
Use:
```bash
pip install file_modfication_checker==0.1.0
```
>**Importing**
Use:
```python
import file_modfication_checker
```
### Command Usage
> **How To Use**
... | text/markdown | Arel Umut Koyluoglu | null | null | null | null | null | [] | [] | null | null | null | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.2.0 CPython/3.11.5 | 2026-02-20T22:55:31.178931 | file_modification_checker-0.2.0.tar.gz | 2,707 | e7/60/f5da16f2d76d68a0534110a3821f8bb467ff146151aacb929e15c5a056ef/file_modification_checker-0.2.0.tar.gz | source | sdist | null | false | ffd2ebc1492b97478d6cbb7bad3d9f8f | 96ab84cd645e8eb46151ec9ada4332515dfbc89da7e0e7bdadc14cdbee078056 | e760f5da16f2d76d68a0534110a3821f8bb467ff146151aacb929e15c5a056ef | null | [] | 178 |
2.3 | pdfrest | 1.0.1 | Python client library for interacting with the PDFRest API | # pdfrest
Python client library for the PDFRest service. The project is managed with
[uv](https://docs.astral.sh/uv/) and targets Python 3.9 and newer.
## Running examples
```bash
uvx nox -s examples
uv run nox -s run-example -- examples/delete/delete_example.py
```
## Getting started
```bash
uv sync
uv run python... | text/markdown | Datalogics | null | Datalogics | null | null | api, document-processing, pdf, pdfrest, sdk | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Languag... | [] | null | null | >=3.10 | [] | [] | [] | [
"exceptiongroup>=1.3.0",
"httpx>=0.28.1",
"langcodes>=3.4.0",
"pydantic>=2.12.0"
] | [] | [] | [] | [
"Documentation, https://python.pdfrest.com/",
"Homepage, https://pdfrest.com/",
"Source, https://github.com/pdfrest/pdfrest-python"
] | uv/0.9.18 {"installer":{"name":"uv","version":"0.9.18","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_vers... | 2026-02-20T22:55:18.185090 | pdfrest-1.0.1-py3-none-any.whl | 63,761 | a9/5f/aa0f395a3c394881ebc6c0ae36ecb022253761e0c6fd113b4b3393f8a144/pdfrest-1.0.1-py3-none-any.whl | py3 | bdist_wheel | null | false | d6d43195d9fa472bce03a5adf155719e | b775c3e4eed8c1905ba45736de42f023de5a2930969ee3550612074c08635582 | a95faa0f395a3c394881ebc6c0ae36ecb022253761e0c6fd113b4b3393f8a144 | null | [] | 165 |
2.4 | memctl | 0.8.0 | A Unix-native memory control plane for LLM orchestration | # memctl
**A Unix-native memory control plane for LLM orchestration.**
One file, one truth. Ingest files, recall with FTS5, pipe into any LLM.
```
pip install memctl
memctl init
memctl push "project architecture" --source src/ | llm "Summarize the architecture"
echo "The architecture uses event sourcing" | memctl pu... | text/markdown | null | Olivier Vitrac <olivier.vitrac@adservio.fr> | null | null | MIT | llm, memory, sqlite, fts5, mcp, rag, cli, ai-agents | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: POSIX :: Linux",
"Operating System :: MacOS",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming La... | [] | null | null | >=3.10 | [] | [] | [] | [
"python-docx>=1.0.0; extra == \"docs\"",
"python-pptx>=0.6.21; extra == \"docs\"",
"openpyxl>=3.1.0; extra == \"docs\"",
"odfpy>=1.4.1; extra == \"docs\"",
"mcp[cli]>=0.1.0; extra == \"mcp\"",
"pytest>=7.0; extra == \"dev\"",
"ruff; extra == \"dev\"",
"memctl[docs]; extra == \"all\"",
"memctl[mcp]; ... | [] | [] | [] | [
"Homepage, https://github.com/ovitrac/memctl",
"Repository, https://github.com/ovitrac/memctl",
"Issues, https://github.com/ovitrac/memctl/issues",
"Changelog, https://github.com/ovitrac/memctl/blob/main/CHANGELOG.md"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:54:49.291518 | memctl-0.8.0.tar.gz | 181,169 | 40/6e/efb84e220c22248155d6d8bbb7edeaa0139a54c548d0231bd1a6c18e2eca/memctl-0.8.0.tar.gz | source | sdist | null | false | e26025fb592edb55778c9b114192020e | a086b3b5ed5ed5bee700ef108d4693f7cbf1996062db943b0623f46be28cf416 | 406eefb84e220c22248155d6d8bbb7edeaa0139a54c548d0231bd1a6c18e2eca | null | [
"LICENSE"
] | 175 |
2.4 | slurmgrid | 0.1.0 | Manage large Slurm job arrays that exceed cluster submission limits | # slurmgrid
[](https://github.com/jgaeb/slurmgrid/actions/workflows/ci.yml)
[](https://codecov.io/gh/jgaeb/slurmgrid)
[](https://p... | text/markdown | Johann D. Gaebler | null | null | null | null | null | [
"Development Status :: 3 - Alpha",
"Environment :: Console",
"Intended Audience :: Science/Research",
"Operating System :: POSIX",
"Programming Language :: Python :: 3",
"Topic :: System :: Clustering",
"Topic :: System :: Distributed Computing"
] | [] | null | null | >=3.8 | [] | [] | [] | [] | [] | [] | [] | [
"Repository, https://github.com/jgaeb/slurmgrid"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:54:25.514355 | slurmgrid-0.1.0.tar.gz | 34,412 | a0/2f/420d44f47898e1b0f67ace1fdcc508dd15636082f7bf2afc1de6a79085fe/slurmgrid-0.1.0.tar.gz | source | sdist | null | false | 40ab86e7324d97a67138a175d280f762 | ebd2e5b6c8f9aa73aff8eeafd3f3b3cddabf85b2839e79f8e2923eed1896876f | a02f420d44f47898e1b0f67ace1fdcc508dd15636082f7bf2afc1de6a79085fe | MIT | [
"LICENSE"
] | 185 |
2.4 | yohou-optuna | 0.1.0a1 | An Optuna integration for hyperparameter tuning in Yohou | <p align="center">
<picture>
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/stateful-y/yohou-optuna/main/docs/assets/logo_light.png">
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/stateful-y/yohou-optuna/main/docs/assets/logo_da... | text/markdown | null | Guillaume Tauzin <gtauzin@stateful-y.io> | null | Guillaume Tauzin <gtauzin@stateful-y.io> | Apache-2.0 | null | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | [] | null | null | >=3.11 | [] | [] | [] | [
"optuna",
"scipy",
"sklearn-optuna",
"yohou"
] | [] | [] | [] | [
"Homepage, https://github.com/stateful-y/yohou-optuna",
"Documentation, https://yohou-optuna.readthedocs.io",
"Repository, https://github.com/stateful-y/yohou-optuna",
"Bug Tracker, https://github.com/stateful-y/yohou-optuna/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:53:38.998809 | yohou_optuna-0.1.0a1.tar.gz | 99,900 | 86/aa/4e567253e2c163db8a600cf5523f2e58971ceea576419dc3d37d3a2ac080/yohou_optuna-0.1.0a1.tar.gz | source | sdist | null | false | 26abb9d626af4160f2366059e87c4cfc | 21b1065af3323589bd379a3e455bf0ba329a47e074e2c792475f2d304a4941ae | 86aa4e567253e2c163db8a600cf5523f2e58971ceea576419dc3d37d3a2ac080 | null | [
"LICENSE"
] | 160 |
2.4 | pypong-lib | 1.0.0 | The Pong library for Python. Build terminal Pong games in minutes. Zero dependencies. | # 🏓 PyPong
The Pong library for Python. Build terminal Pong games quickly!
Born from [Console Pong](https://pypi.org/project/console-pong/). Stripped down.
## Install
```bash
pip install pypong
| text/markdown | null | null | null | null | MIT | pong, game, terminal, console, library, framework, arcade, ping-pong, ascii-game, text-game, pure-python, no-dependencies, game-engine, retro | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Topic :: Games/Entertainment :: Arcade",... | [] | null | null | >=3.7 | [] | [] | [] | [] | [] | [] | [] | [
"Homepage, https://github.com/CheezeDeveloper/pypong"
] | twine/6.2.0 CPython/3.14.2 | 2026-02-20T22:53:18.318017 | pypong_lib-1.0.0.tar.gz | 2,332 | bf/47/b89d46bc18d33a0f8dc2d8e158eea617ce516582163323e9521f0a701a2f/pypong_lib-1.0.0.tar.gz | source | sdist | null | false | 67f26928766d8a00216a1efaf8c04fd7 | 77183846bfbf2259f30dd7db85884bda7075873f4401ca912d5a84099320f72c | bf47b89d46bc18d33a0f8dc2d8e158eea617ce516582163323e9521f0a701a2f | null | [
"LICENSE"
] | 192 |
2.4 | gnuradio-mcp | 2026.2.20 | MCP server for GNU Radio — build, validate, run, and export flowgraphs programmatically. | # GR-MCP: GNU Radio MCP Server
[](https://www.python.org/downloads/)
[](LICENSE)
**GR-MCP** is a [FastMCP](https://gofastmcp.com) server for [GNU Radio](https://www.gnuradio.org/) ... | text/markdown | null | Ryan Malloy <ryan@supported.systems> | null | null | null | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Programming Language :: Python :: 3.14",
"Topic :: Scientific/Engineering",
"Topic :: Communications :: Ham Radio"
] | [] | null | null | >=3.14 | [] | [] | [] | [
"pydantic>=2.12",
"fastmcp>=3.0.0b1",
"mako>=1.3",
"pyyaml>=6.0",
"docker>=7.0; extra == \"runtime\"",
"pytest>=9.0; extra == \"dev\"",
"pytest-asyncio>=1.3; extra == \"dev\"",
"pre-commit>=4.5; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://git.supported.systems/MCP/gr-mcp",
"Repository, https://git.supported.systems/MCP/gr-mcp",
"Issues, https://git.supported.systems/MCP/gr-mcp/issues"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"EndeavourOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_versi... | 2026-02-20T22:52:43.092459 | gnuradio_mcp-2026.2.20.tar.gz | 91,841 | c3/26/eb6aad02038ecde028a61e968d7357e272f9f649e5a23ab2622d8ceeec02/gnuradio_mcp-2026.2.20.tar.gz | source | sdist | null | false | 7433c89fc38d7b06f64984f63b1047e3 | a587d7ad2f2dd1adc996a6bc033f8187dc8973b311a8edae5915d749f0366aac | c326eb6aad02038ecde028a61e968d7357e272f9f649e5a23ab2622d8ceeec02 | MIT | [
"LICENSE"
] | 170 |
2.4 | idmtools-platform-comps | 3.0.5 | Comps platform for IDM-Tools | 
# idmtools-platform-comps
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc... | text/markdown | null | Zhaowei Du <zdu@idmod.org>, Sharon Chen <shchen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Benoit Raybaud <braybaud@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Ye Chen <yechen@idmod.org>, Mary Fisher <mafisher@idmod.org>, Mandy Izzo <mizzo@idmod.org>, Jen Schripsema <jschripsema@idmod.org>, Ross Carter <r... | null | null | null | modeling, IDM | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"idmtools~=3.0",
"natsort~=8.4.0",
"idm-pycomps~=2.11.0",
"idmtools[test]; extra == \"test\"",
"idmtools_test; extra == \"test\"",
"idmtools_models; extra == \"test\"",
"flake8~=7.3; extra == \"packaging\"",
"bump2version; extra == \"packaging\"",
"twine~=6.2; extra == \"packaging\"",
"natsort~=8.... | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:29.490982 | idmtools_platform_comps-3.0.5.tar.gz | 89,967 | f9/93/8463c97086e3c461658acfecf155e69d9725fcaee16cf7722cfd710a6c72/idmtools_platform_comps-3.0.5.tar.gz | source | sdist | null | false | 3f1f1489637bcc2a64f315f10f5b66d4 | 73c9cfb3a4179dfc9ee73de5a10b05e5575b5c9ab65e2f93538217d10d0500e5 | f9938463c97086e3c461658acfecf155e69d9725fcaee16cf7722cfd710a6c72 | null | [] | 160 |
2.4 | idmtools-platform-slurm | 3.0.5 | Provides ability to run against Slurm | 
# idmtools-platform-slurm
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc... | text/markdown | null | Sharon Chen <schen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Zhaowei Du <zdu@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Benoit Raybaud <braybaud@idmod.org> | null | null | null | modeling, IDM | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"idmtools_platform_general~=3.0",
"dataclasses-json~=0.6",
"idmtools[test]; extra == \"test\"",
"idmtools_models; extra == \"test\"",
"idmtools_test; extra == \"test\""
] | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:28.477210 | idmtools_platform_slurm-3.0.5.tar.gz | 47,251 | e9/72/d1383badfb3b783cdf667a604ab3852f80569b0caa7b2fa2839ea79543b9/idmtools_platform_slurm-3.0.5.tar.gz | source | sdist | null | false | 4fea020cb24b7dfca5a350ca87dbb461 | 8ff72fad48192accdca96c7d45ae875361f9f6c45bb2290b3c1ebd776ed9ede2 | e972d1383badfb3b783cdf667a604ab3852f80569b0caa7b2fa2839ea79543b9 | null | [] | 164 |
2.4 | idmtools-cli | 3.0.5 | CLI for IDM-Tools | 
# idmtools-cli
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
**Table of Content... | text/markdown | null | Sharon Chen <schen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Zhaowei Du <zdu@idmod.org>, Mary Fisher <mfisher@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Benoit Raybaud <braybaud@idmod.org> | null | null | null | modeling, IDM, cli | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"click~=8.1.7",
"click-plugins",
"colorama~=0.4.6",
"cookiecutter~=2.6",
"idmtools~=3.0",
"pyperclip~=1.8",
"yaspin~=3.0",
"idmtools[test]; extra == \"test\""
] | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:26.947146 | idmtools_cli-3.0.5.tar.gz | 21,249 | ff/d3/0b7f6bfb53b416387482e1d8aa31f35ae911d8c79713798fe9f043f99ba4/idmtools_cli-3.0.5.tar.gz | source | sdist | null | false | d16ea24a093f8a13292c08ed966f0a0a | cdafe2680ac410724d6786db8c318667e4843200dc291bd8b52c53c929ac88dd | ffd30b7f6bfb53b416387482e1d8aa31f35ae911d8c79713798fe9f043f99ba4 | null | [] | 188 |
2.4 | idmtools-test | 3.0.5 | Test and demo data for IDM-Tools | 
# idmtools-test
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
**Table of Cont... | text/markdown | null | Sharon Chen <schen@idmod.org>, Zhaowei Du <zdu@idmod.org>, Ye Chen <yechen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Benoit Raybaud <braybaud@idmod.org> | null | null | null | modeling, IDM, test, testdata, demodata | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"idmtools~=3.0",
"pytest~=9.0",
"pywin32>=306; sys_platform == \"win32\""
] | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:25.864031 | idmtools_test-3.0.5.tar.gz | 15,476,825 | 1c/1b/028d1175c9c15af67b6419df3134048778a0e6813f64b7fdc09fae1b18ce/idmtools_test-3.0.5.tar.gz | source | sdist | null | false | ab23750058589a9c1dc0264d6c8dc6da | a058049e5135faa553d569872580eeee2a690d1944219f4d0140ad921f7e15ce | 1c1b028d1175c9c15af67b6419df3134048778a0e6813f64b7fdc09fae1b18ce | null | [] | 156 |
2.4 | idmtools | 3.0.5 | Core tools for modeling | 
# idmtools-core
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
**Table of Cont... | text/markdown | null | Zhaowei Du <zdu@idmod.org>, Sharon Chen <shchen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Benoit Raybaud <braybaud@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Emily Claps <emily.claps@gatesfoundation.org>, Jen Schripsema <jschripsema@idmod.org>, Ross Carter <rcarter@idmod.org>, Mandy Izzo <mizzo@idmod.or... | null | null | null | modeling, IDM, IDMTools | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"backoff~=2.2",
"coloredlogs~=15.0",
"diskcache~=5.4",
"filelock~=3.21",
"more-itertools~=10.3",
"pandas~=3.0; python_version >= \"3.11\"",
"pandas~=2.2; python_version < \"3.11\"",
"numpy<3.0,>=1.26; python_version >= \"3.11\"",
"numpy<2.3,>=1.26; python_version < \"3.11\"",
"pluggy~=1.6",
"PyY... | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools",
"Documentation, https://idmtools.readthedocs.io",
"Bug Tracker, https://github.com/InstituteforDiseaseModeling/idmtools/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:23.785223 | idmtools-3.0.5.tar.gz | 132,677 | f0/c0/74509ae9ce9f1d7a6a481a35e1a323c07003f60e8776141a65f3862b4f14/idmtools-3.0.5.tar.gz | source | sdist | null | false | 30b8124d11237e97060ce16a0e32c9a7 | 0f9b8faef972d9a09cceaa6487886d1ca552db0cd03584f683c429e5ec381034 | f0c074509ae9ce9f1d7a6a481a35e1a323c07003f60e8776141a65f3862b4f14 | null | [] | 227 |
2.4 | idmtools-models | 3.0.5 | Core tools for modeling | 
# idmtools-models
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
**Table o... | text/markdown | null | Ross Carter <rcarter@idmod.org>, Sharon Chen <shchen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Zhaowei Du <zdu@idmod.org>, Mary Fisher <mafisher@idmod.org>, Mandy Izzo <mizzo@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Benoit Raybaud <braybaud@idmod.org>, Jen Schripsema <jschripsema@idmod.org> | null | null | null | modeling, IDM | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.8 | [] | [] | [] | [
"idmtools~=3.0",
"idmtools[test]; extra == \"test\"",
"idmtools_test; extra == \"test\"",
"matplotlib~=3.10; extra == \"test\"",
"idm-pycomps>=2.11.0; extra == \"test\"",
"flake8; extra == \"packaging\"",
"bump2version; extra == \"packaging\"",
"twine; extra == \"packaging\""
] | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:22.482007 | idmtools_models-3.0.5.tar.gz | 15,339 | d0/d0/767ad303cd167410d6e983923bfe7eaeefa4ec811bebdc00aea2b61ec021/idmtools_models-3.0.5.tar.gz | source | sdist | null | false | 6b00291c42f0d5bd8d43cdbfb038de98 | 2257fdba1a826770363855e433e93ba5f8607ccf8f5aeffe7156e87c33804fef | d0d0767ad303cd167410d6e983923bfe7eaeefa4ec811bebdc00aea2b61ec021 | null | [] | 164 |
2.4 | idmtools-platform-container | 3.0.5 | Container platform for IDM-Tools | 
# Idmtools platform container
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD R... | text/markdown | null | Zhaowei Du <zdu@idmod.org>, Sharon Chen <shchen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Benoit Raybaud <braybaud@idmod.org>, Clark Kirkman IV <ckirkman@idmod.org>, Ye Chen <yechen@idmod.org>, Mary Fisher <mafisher@idmod.org>, Mandy Izzo <mizzo@idmod.org>, Jen Schripsema <jschripsema@idmod.org>, Ross Carter <r... | null | null | null | modeling, IDM | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"idmtools_platform_general~=3.0",
"docker~=7.0",
"rich~=14.3",
"idmtools[test]; extra == \"test\"",
"idmtools_test; extra == \"test\"",
"idmtools_models; extra == \"test\"",
"flake8; extra == \"packaging\"",
"bump2version; extra == \"packaging\"",
"twine; extra == \"packaging\"",
"natsort; extra =... | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:21.378691 | idmtools_platform_container-3.0.5.tar.gz | 71,581 | a5/9f/874304cd3aaf5fc980c688783a253c4956a15be409d386a2f05cebeb0f2a/idmtools_platform_container-3.0.5.tar.gz | source | sdist | null | false | e5d1e9f1e7b2c6518ae102bfdc3a47c8 | 1b326772002c626403f736581748429e881f5ae78dc79b0430a1c1eb77540068 | a59f874304cd3aaf5fc980c688783a253c4956a15be409d386a2f05cebeb0f2a | null | [] | 155 |
2.4 | idmtools-platform-general | 3.0.5 | General platform for IDM-Tools | 
# idmtools-platform-general
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc... | text/markdown | null | Zhaowei Du <zdu@idmod.org>, Sharon Chen <shchen@idmod.org>, Clinton Collins <ccollins@idmod.org>, Jen Schripsema <jschripsema@idmod.org>, Ross Carter <rcarter@idmod.org> | null | null | null | modeling, IDM | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Operating System :: OS Independent"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"idmtools~=3.0",
"idmtools_cli~=3.0",
"idmtools[test]; extra == \"test\"",
"idmtools_test; extra == \"test\"",
"flake8~=7.3; extra == \"packaging\"",
"bump2version; extra == \"packaging\"",
"twine~=6.2; extra == \"packaging\"",
"natsort~=8.4; extra == \"packaging\""
] | [] | [] | [] | [
"Homepage, https://github.com/InstituteforDiseaseModeling/idmtools"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:52:20.341142 | idmtools_platform_general-3.0.5.tar.gz | 45,385 | cf/64/706be38eb07522b59a6cd8289e24c8d30d557d58799b3748b4448ccb39ea/idmtools_platform_general-3.0.5.tar.gz | source | sdist | null | false | 331b50e087183dcaa578bcb6646ae0d6 | 1cbc5b0637dfb59927bdc8a7deb765ebc8ca1dc79e9f628215cfd544076b2c02 | cf64706be38eb07522b59a6cd8289e24c8d30d557d58799b3748b4448ccb39ea | null | [] | 176 |
2.4 | dfvue | 6.6 | dfvue: A minimal GUI for a quick view of csv files | dfvue
=====
A simple GUI to view csv files
------------------------------
.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.10372631.svg
:target: https://doi.org/10.5281/zenodo.10372631
:alt: Zenodo DOI
.. image:: https://badge.fury.io/py/dfvue.svg
:target: https://badge.fury.io/py/dfvue
:alt: PyP... | text/x-rst | Matthias Cuntz | mc@macu.de | Matthias Cuntz | mc@macu.de | MIT | null | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: End Users/Desktop",
"Intended Audience :: Science/Research",
"Natural Language :: English",
"Operating System :: MacOS",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft",
"O... | [
"any"
] | https://github.com/mcuntz/dfvue | null | >=3.8 | [] | [] | [] | [
"numpy",
"matplotlib",
"pandas",
"numpydoc<2,>=1.1; extra == \"doc\"",
"sphinx<4,>=3; extra == \"doc\"",
"sphinx_book_theme>=1.0.1; extra == \"doc\"",
"coverage[toml]<6,>=5.2.1; extra == \"test\"",
"pytest<7,>=6.0; extra == \"test\"",
"pytest-cov<3,>=2.11.0; extra == \"test\""
] | [] | [] | [] | [
"Documentation, https://mcuntz.github.io/dfvue/",
"Source, https://github.com/mcuntz/dfvue",
"Tracker, https://github.com/mcuntz/dfvue/issues",
"Changelog, https://github.com/mcuntz/dfvue/blob/main/CHANGELOG.rst",
"Conda-Forge, https://anaconda.org/conda-forge/dfvue"
] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:51:54.272885 | dfvue-6.6.tar.gz | 1,050,059 | 6e/7e/ea215eca4966cc07a55ec92a23f16562cf1ad74aea4e43ff295f5e32a3aa/dfvue-6.6.tar.gz | source | sdist | null | false | 4c18e4f97dd5a41fcb5c7618cf83711f | fa89e90b0ef0588f0c5ea207ce4914761a6d9ef4eec4b2e6a986740da6a3fae9 | 6e7eea215eca4966cc07a55ec92a23f16562cf1ad74aea4e43ff295f5e32a3aa | null | [
"LICENSE",
"AUTHORS.rst"
] | 153 |
2.4 | magic-spec | 1.0.0 | Magic Specification-Driven Development (SDD) Workflow Installer | # 🪄 Magic Spec
[](https://www.npmjs.com/package/magic-spec)
[](https://pypi.org/project/magic-spec/)
[](./LICENSE)
**Specification-Driven... | text/markdown | null | Oleg Alexandrov <alexandrovoleg.ru@gmail.com> | null | null | MIT License | null | [] | [] | null | null | >=3.8 | [] | [] | [] | [] | [] | [] | [] | [
"Homepage, https://github.com/teratron/magic-spec",
"Repository, https://github.com/teratron/magic-spec"
] | uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":null,"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null} | 2026-02-20T22:51:30.256574 | magic_spec-1.0.0.tar.gz | 5,013 | aa/bf/df4aeb5281f333a864cd6a911fbb7bcb2cb400e1d1aa7b4568c7d584b80b/magic_spec-1.0.0.tar.gz | source | sdist | null | false | 379d528c7dde28768290fa54f15fa2e0 | 745d19ea87f1a290883a053cbe9f7c12b231830ff585489cf7c3dcf6378ede32 | aabfdf4aeb5281f333a864cd6a911fbb7bcb2cb400e1d1aa7b4568c7d584b80b | null | [
"LICENSE"
] | 176 |
2.4 | uuid_utils | 0.14.1 | Fast, drop-in replacement for Python's uuid module, powered by Rust. | # Python UUID Utils
<div align="center">
[](https://pypi.org/project/uuid-utils/)
[](https://pypi.org/project/uuid-utils)
[ system with a modern web interface. | ERROR: type should be string, got "https://pypi.org/project/soliplex/# Soliplex\n\nAn AI-powered Retrieval-Augmented Generation (RAG) system with a modern web interface.\n\n## Features\n\n- **RAG-Powered Search**: Semantic document retrieval using LanceDB vector database\n- **Multi-Room Architecture**: Independent chat environments (rooms) with separate configurations and knowledge bases\n- **Multiple LLM Providers**: OpenAI, Ollama, and compatible APIs\n- **AI Agent System**: Function calling and tool integration for AI agents\n- **OIDC Authentication**: Enterprise SSO with Keycloak integration\n- **Model Context Protocol (MCP)**: Extended AI capabilities through MCP client or exposing Room as MCP server\n- **Real-time Communication**: WebSocket-based conversation streams\n- **Quiz System**: Custom quizzes with LLM-based evaluation\n- **Observability**: Logfire integration for monitoring\n\n## Architecture\n\n### Backend (`/src/soliplex/`)\n**Python 3.12+ / FastAPI**\n\n- **Core**: FastAPI application with async support\n- **RAG Engine**: [haiku.rag-slim](https://pypi.org/project/haiku.rag-slim/)\n with LanceDB vector storage\n- **AI Integration**: [Pydantic AI](https://pypi.org/project/pydantic-ai/)\n for agent management\n- **Authentication**: Python-Keycloak with OIDC/JWT support\n- **MCP**: [FastMCP](https://pypi.org/project/fastmcp/) server and client\n implementations\n- **Configuration**: YAML-based configuration system\n\nKey modules:\n- `views/` - API endpoints (auth, completions, conversations, rooms, quizzes)\n- `agents.py` - AI agent configuration and management\n- `agui/` - AG-UI thread persistence and retrieval\n- `tools.py` - Tool definitions for AI agents\n- `mcp_server.py` / `mcp_client.py` - Model Context Protocol integration\n- `tui/` - Terminal user interface\n\n### Frontend (`/src/flutter/`)\n**Flutter 3.35+ / Dart 3.10.0+**\n\n- **Framework**: Flutter web with Material Design\n- **State Management**: Riverpod (2.6.1)\n- **Navigation**: Go Router (16.0.0)\n- **Authentication**: Flutter AppAuth (9.0.1) for OIDC\n- **Real-time**: WebSocket communication\n- **Secure Storage**: Flutter Secure Storage for credentials\n\nKey files:\n- `main.dart` - Application entry point\n- `soliplex_client.dart` - Backend API client\n- `oidc_client.dart` - OIDC authentication client\n- `controllers.dart` - Riverpod state management\n- `configure.dart` - Configuration UI\n\n### TUI (`src/soliplex/tui`)\n\nQuick-and-dirty client for room queries\n\n- **Framework**: Python `textual`\n\n## Quick Start\n\nFor detailed installation instructions, see the [Prerequisites Guide](docs/prerequisites.md).\n\n### Install Soliplex and dependencies\n\n```bash\n# Install\npython3.13 -m venv venv\nsource venv/bin/activate\npip install -e .\n\n# Configure environment\ncp .env.example .env\n# Edit .env with your settings\n```\n\n### Index Soliplex docs into RAG database\n\n```bash\nsource venv/bin/activate\nexport OLLAMA_BASE_URL=<your Ollama server / port>\n# Run docling-serve if you have not installed the full haiku.rag\ndocker run -p 5001:5001 -d -e DOCLING_SERVE_ENABLE_UI=1 \\\n quay.io/docling-project/docling-serve\nhaiku-rag --config example/haiku.rag.yaml \\\n init --db db/rag/rag.lancedb\nhaiku-rag --config example/haiku.rag.yaml \\\n add-src --db db/rag/rag.lancedb docs/\n...\n17 documents added successfully.\n```\n\nSee: `docs/rag.md` for more options.\n\n### Backend Server CLI Commands\n\nThe `soliplex-cli` command provides several utilities for managing your Soliplex installation:\n\n#### Check Configuration\nValidate your configuration file and report any missing secrets or environment variables:\n```bash\nsoliplex-cli check-config example/minimal.yaml\n```\n\n#### List Rooms\nShow all configured chat rooms:\n```bash\nsoliplex-cli list-rooms example/minimal.yaml\n```\n\n#### List Completions\nShow all configured completion endpoints:\n```bash\nsoliplex-cli list-completions example/minimal.yaml\n```\n\n#### List Secrets\nDisplay all configured secrets and their status:\n```bash\nsoliplex-cli list-secrets example/minimal.yaml\n```\n\n#### List Environment Variables\nShow all environment variables and their values:\n```bash\nsoliplex-cli list-environment example/minimal.yaml\n```\n\n#### List OIDC Providers\nDisplay configured OIDC authentication providers:\n```bash\nsoliplex-cli list-oidc-auth-providers example/minimal.yaml\n```\n\n#### Export Configuration\nExport the installation configuration as YAML:\n```bash\nsoliplex-cli config example/minimal.yaml\n```\n\n#### Export AG-UI Feature Schemas\nExport AG-UI feature schemas as JSON:\n```bash\nsoliplex-cli agui-feature-schemas example/minimal.yaml\n```\n\n#### Run Backend Server\nStart the Soliplex backend server:\n```bash\nexport OLLAMA_BASE_URL=<your Ollama server / port>\nsoliplex-cli serve example/minimal.yaml --no-auth-mode\n```\n\nServer options:\n- `--no-auth-mode` - Disable authentication (for development/testing)\n- `--host HOST` - Bind to specific host (default: 127.0.0.1)\n- `--port PORT` - Listen on specific port (default: 8000)\n- `--reload {python,config,both}` - Enable hot reload for python code, config, or both\n- `--reload-dirs DIRS` - Additional directories to watch for reload\n- `--reload-includes PATTERNS` - File patterns to include in reload watch\n- `--proxy-headers` - Enable proxy header parsing\n- `--forwarded-allow-ips IPS` - Trusted IP addresses for proxy headers\n\n### Frontend\n\n```bash\ncd src/flutter\nflutter pub get\nflutter run -d chrome --web-port 59001\n```\n\n### TUI\n\nThe TUI does not yet support authentication, so run the back-end with\n`--no-auth-mode` when using the TUI.\n\nWithin the virtual environment where you installed `soliplex`:\n\n```bash\nsoliplex-tui --help\n\n Usage: soliplex-tui [OPTIONS]\n\n╭─ Options ────────────────────────────────────────────────────────────────────╮\n│ --version -v │\n│ --url TEXT Base URL for Soliplex back-end │\n│ [default: http://127.0.0.1:8000] │\n│ --help -h Show this message and exit. │\n╰──────────────────────────────────────────────────────────────────────────────╯\n```\n\n```bash\nsoliplex-tui\n```\n\nBy default, the TUI connects to a Soliplex back-end server running\non port 8000 on your local machine:\n\n```bash\nsoliplex-tui --url http://127.0.0.1:8000\n```\n\n## Development\n\nThis project uses [PEP 735 Dependency Groups](https://peps.python.org/pep-0735/)\nfor managing development dependencies. This is the modern standard supported by\n`uv` and recent versions of `pip`.\n\n### Installing dev dependencies\n\n```bash\n# Using pip (requires pip 24.0+)\npip install -e . --group dev\n\n# Using uv (recommended)\nuv sync --group dev\n```\n\n**Note:** The older syntax `pip install -e \".[dev]\"` is for `[project.optional-dependencies]`\nand will NOT work with `[dependency-groups]`. Always use `--group dev` instead.\n\n### Available dependency groups\n\n| Group | Purpose |\n|-------|---------|\n| `dev` | Testing tools (pytest, ruff, coverage) |\n| `docs` | Documentation (mkdocs, mkdocs-material) |\n| `postgres` | PostgreSQL support (asyncpg) |\n| `tui` | Terminal UI (textual, typer) |\n\n### Running tests\n\n```bash\n# Run unit tests with coverage\npytest\n\n# Run with specific coverage threshold (CI enforces 100%)\npytest --cov-fail-under=100\n\n# Run linting\nruff check\n\n# Check formatting\nruff format --check\n```\n\n## Configuration\n\nYAML-based configuration with:\n- **Installation** (`installation.yaml`) - Main config referencing agents, rooms, and OIDC providers\n- **Rooms** (`rooms/*.yaml`) - Individual chat room configurations with RAG settings\n- **Agents** (`completions/*.yaml`) - LLM provider and model configurations\n- **OIDC** (`oidc/*.yaml`) - Authentication provider settings\n\nSee `example/` directory for sample configurations.\n\n### Environment Variables\n\nNon-secret environment variables can and mostly should be configured\ndirectly in the `installation.yaml` file (e.g. `example/installation.yaml`,\n`example/minimal.yaml`, etc.).\n\nThose files are checked into the Soliplex repository, and cannot know\nthe URL of your Ollama server (if you use Ollama), They therefore declare\nthe `OLLAMA_BASE_URL` variable without a value, meaning that the configuration\nexpects the value to be present in the environments (see:\nhttps://soliplex.github.io/soliplex/config/environment/).\n\nThose files also must not contain secrets (API keys, etc.): instead,\nthey configure secret values to be found from the environment (see\nhttps://soliplex.github.io/soliplex/config/secrets/).\n\nIf your installation configures such values to be found from the OS\nenvironment, you can create a `.env` file which defines them, and arrange\nfor the file to be sourced into your environment before startin the Soliplex\napplication.\n\nCopy `.env.example` to `.env` and edit it to configure your values:\n\n```bash\ncp .env.example .env\n```\n\n## Documentation\n\nComprehensive documentation is available in the `docs/` directory:\n\n- **[Prerequisites Guide](docs/prerequisites.md)** - Step-by-step installation checklist\n- **[Server Setup](docs/server.md)** - Backend server configuration and CLI reference\n- **[Client Setup](docs/client.md)** - Frontend Flutter application setup\n- **[Docker Deployment](docs/docker.md)** - Complete Docker and docker-compose guide\n- **[RAG Setup](docs/rag.md)** - RAG database initialization and management\n- **[Configuration](docs/config/)** - Detailed configuration options\n\n### Running with Docker\n\nSee the [Docker Deployment Guide](docs/docker.md) for complete instructions:\n\n```bash\n# Setup\ncp .env.example .env\n# Edit .env with your settings\n\n# Run\ndocker-compose up\n```\n\nAccess:\n- Backend API: http://localhost:8000\n- API Documentation: http://localhost:8000/docs\n- Frontend Web UI: http://localhost:9000\n\n## Related Repositories\n\n- **[soliplex/flutter](https://github.com/soliplex/flutter)** - Flutter frontend (cross-platform mobile/desktop)\n- **[Documentation](https://soliplex.github.io/)** - Documentation site (MkDocs)\n- **[soliplex/ingester](https://github.com/soliplex/ingester)** - Content ingestion pipeline\n- **[soliplex/ingester-agents](https://github.com/soliplex/ingester-agents)** - Document ingestion agents\n- **[soliplex/whitelabel](https://github.com/soliplex/whitelabel)** - Customer white-label appshell template\n\n## License\n\nMIT License - Copyright (c) 2025 Enfold Systems, Inc.\n" | text/markdown | null | Enfold <info@enfoldsystems.net> | null | null | null | null | [
"Programming Language :: Python :: 3",
"Operating System :: OS Independent"
] | [] | null | null | >=3.12 | [] | [] | [] | [
"ag-ui-protocol>=0.1.10",
"aiosqlite",
"authlib",
"fastapi",
"fastmcp<2.15,>=2.14.0",
"greenlet",
"haiku.rag-slim<0.31,>=0.30.1",
"itsdangerous",
"jsonpatch",
"jwcrypto",
"logfire[fastapi]",
"pydantic-ai-slim[google]",
"pyjwt",
"python-keycloak",
"sqlmodel",
"starlette",
"trio",
"u... | [] | [] | [] | [] | twine/6.2.0 CPython/3.14.2 | 2026-02-20T22:49:40.213511 | soliplex-0.43.3.tar.gz | 87,695 | 3e/a3/45133e4983431e5f1bf1eccc2f0bca613db377757b639386f4c76cba44a2/soliplex-0.43.3.tar.gz | source | sdist | null | false | 63fcd5933761fb1d2476561c1d886f2b | c68a4cc5b7d3c8a79a1c57932fb3f94006068562f0e6151a29c881303e7e0230 | 3ea345133e4983431e5f1bf1eccc2f0bca613db377757b639386f4c76cba44a2 | null | [
"LICENSE"
] | 162 |
2.4 | arkadia-data | 0.1.11 | Arkadia Data Format (AK-DATA) - A versatile data serialization format optimized for AI applications. | # Arkadia Data Format (AKD)
```text
; i :J
U, .j..fraaM. nl
b h.obWMkkWWMMWMCdkvz,k
! .mQWM:o hiMoM... | text/markdown | null | Arkadia Solutions <contact@arkadia.solutions> | null | null | null | null | [] | [] | null | null | >=3.10 | [] | [] | [] | [
"dotenv>=0.9.9",
"openai>=2.14.0",
"pytest>=9.0.2",
"tiktoken>=0.12.0",
"toon-format"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.8 | 2026-02-20T22:49:34.660201 | arkadia_data-0.1.11.tar.gz | 114,326 | bb/51/9c2de0826bd0f5e2eec08c94b0b48395c91c8cc9193bd165f1dee174df5f/arkadia_data-0.1.11.tar.gz | source | sdist | null | false | 6752f9137d3a144cca6211b68d10e14e | eb34cfd18f5546731c195295fdf2e6fac0f4dcf54f48c9ab39d3b270f946d589 | bb519c2de0826bd0f5e2eec08c94b0b48395c91c8cc9193bd165f1dee174df5f | null | [
"LICENCE"
] | 165 |
2.1 | projen | 0.99.15 | CDK for software projects | <p align="center">
<a href="https://projen.io">
<img src="https://raw.githubusercontent.com/projen/projen/main/logo/projen.svg">
<h3 align="center">projen</h3>
</a>
</p><p align="center">
Define and maintain complex project configuration through code.
</p><p align="center">
<a href="https://projen.io/">... | text/markdown | Amazon Web Services | null | null | null | Apache-2.0 | null | [
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: JavaScript",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Typing :: Typed",
... | [] | https://github.com/projen/projen.git | null | ~=3.9 | [] | [] | [] | [
"constructs<11.0.0,>=10.0.0",
"jsii<2.0.0,>=1.126.0",
"publication>=0.0.3",
"typeguard==2.13.3"
] | [] | [] | [] | [
"Source, https://github.com/projen/projen.git"
] | twine/6.1.0 CPython/3.14.2 | 2026-02-20T22:49:20.410225 | projen-0.99.15.tar.gz | 4,327,983 | 34/d6/f5fee125de53aaaa3f80da12e7a877cb2d3fd738737d54182055fc92df1c/projen-0.99.15.tar.gz | source | sdist | null | false | 7aac49c430d92a255f2650fd94f00bfc | 3a258fafdc679e009b318ba09fffce83772c1e720959b81044820cb011b1e878 | 34d6f5fee125de53aaaa3f80da12e7a877cb2d3fd738737d54182055fc92df1c | null | [] | 240 |
2.4 | pmcxcl | 0.6.0 | Python bindings for Monte Carlo eXtreme (OpenCL) photon transport simulator | 
# PMCX-CL - Python bindings for Monte Carlo eXtreme (OpenCL) photon transport simulator
- Copyright: (C) Matin Raayai Ardakani (2022-2023) <raayaiardakani.m at northeastern.edu>
and Qianqian Fang (2019-2026) <q.fang at neu.edu>
- License: GNU Public License V3 or late... | text/markdown | Matin Raayai Ardakani, Qianqian Fang | raayaiardakani.m@northeastern.edu, q.fang@neu.edu | Qianqian Fang | null | GPLv3+ | Monte Carlo simulation, Biophotonics, Ray-tracing, Rendering, GPU, Modeling, Biomedical Optics, Tissue Optics, Simulator, Optics, OpenCL | [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Environment :: GPU",
"Topic :: Scientific/Engineering :: Physics",
"License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
... | [] | https://github.com/fangq/mcxcl | https://mcx.space | >=3.6 | [
"numpy"
] | [] | [] | [] | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-02-20T22:49:12.510749 | pmcxcl-0.6.0-pp39-pypy39_pp73-macosx_15_0_x86_64.whl | 551,845 | 69/82/ab4c348e0722aca231a2885557a7b9b9314c2afb9bf6e6e0c93439d0f3bf/pmcxcl-0.6.0-pp39-pypy39_pp73-macosx_15_0_x86_64.whl | pp39 | bdist_wheel | null | false | 0487986188db17e0743034e9f4254c8e | 3f5ae5d068a1fd0c066845a494c093fd550ae02c3c68a62036bc64df039bf72e | 6982ab4c348e0722aca231a2885557a7b9b9314c2afb9bf6e6e0c93439d0f3bf | null | [] | 1,901 |
2.3 | mcpsec | 0.4.0 | Security scanner for MCP (Model Context Protocol) server implementations | # ⚡ mcpsec
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
**Security scanner for MCP (Model Context Protocol) server implementations.**
MCP is the univer... | text/markdown | Manthan | null | null | null | MIT | ai, mcp, model-context-protocol, pentesting, scanner, security | [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Security",
"Topic :: Software Development :: Test... | [] | null | null | >=3.11 | [] | [] | [] | [
"anyio>=4.0.0",
"httpx>=0.27.0",
"mcp>=1.0.0",
"pydantic>=2.0.0",
"rich>=13.0.0",
"semgrep>=1.90.0",
"typer>=0.12.0",
"openai>=1.0.0; extra == \"ai\"",
"pytest-asyncio>=0.23.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"dev\"",
"ruff>=0.4.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://github.com/manthanghasadiya/mcpsec",
"Repository, https://github.com/manthanghasadiya/mcpsec"
] | twine/6.2.0 CPython/3.12.2 | 2026-02-20T22:48:35.836399 | mcpsec-0.4.0.tar.gz | 62,442 | aa/be/28b40b367924d83b3f9fa6f1b96de4fcaeb494ce421043177f43fa297160/mcpsec-0.4.0.tar.gz | source | sdist | null | false | 1cd5acc42f9562dff4d798739b409ecd | cb2b9a3a0d581e534911258180ef2459999c31eb0ce70aff00aa97c458b159cf | aabe28b40b367924d83b3f9fa6f1b96de4fcaeb494ce421043177f43fa297160 | null | [] | 186 |
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