repo_full_name stringlengths 6 93 | repo_url stringlengths 25 112 | repo_api_url stringclasses 28
values | owner stringclasses 28
values | repo_name stringclasses 28
values | description stringclasses 28
values | stars int64 617 98.8k | forks int64 31 355 ⌀ | watchers int64 990 999 ⌀ | license stringclasses 2
values | default_branch stringclasses 2
values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
class | open_issues int64 3 104 ⌀ | file_path stringlengths 3 208 | file_name stringclasses 509
values | file_extension stringclasses 1
value | file_size_bytes int64 101 84k ⌀ | file_url stringclasses 627
values | file_raw_url stringclasses 627
values | file_sha stringclasses 624
values | language stringclasses 8
values | parsed_at stringdate 2026-05-04 01:12:36 2026-05-04 19:41:55 | text stringlengths 100 102k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | benchmarking/inference_benchmark.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.035783 | """
Inference benchmarking tool.
Requirements:
transformers
accelerate
bitsandbytes
optimum-benchmark
Usage: python inference_benchmark.py model_id
options:
-h, --help show this help message and exit
--configs {bf16,fp16,nf4,nf4-dq,int8,int8-decomp} [{bf16,fp16,nf4,nf4-dq,int8,int8... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | agents/fetch_issues.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.045081 | #!/usr/bin/env python3
"""Fetch all issues (open and closed) from a GitHub repository via GraphQL and store as structured JSON."""
import argparse
from datetime import datetime, timezone
import json
from pathlib import Path
import subprocess
import sys
import time
GRAPHQL_QUERY = """
query($owner: String!, $repo: Str... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | agents/query_issues.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.046457 | #!/usr/bin/env python3
"""Search and query GitHub issues from the local JSON data file.
Optimized for agent consumption: quality and flexibility first, then compactness.
Examples:
# List all open issues (one line each)
python3 github/query_issues.py list
python3 github/query_issues.py list --state closed ... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | benchmarking/matmul_benchmark.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.070596 | """
Extracted from tests/test_functional.py
Usage: pytest benchmarking/matmul_benchmark.py
"""
import time
import pytest
import torch
import bitsandbytes as bnb
from bitsandbytes import functional as F
k = 20
torch.set_printoptions(precision=5, sci_mode=False, linewidth=120, edgeitems=20, threshold=10000)
@pyte... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | benchmarking/int8/int8_benchmark.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.071837 | """
Basic benchmark for text generation.
Usage: python benchmarking/int8/int8_benchmark.py
"""
import time
import torch
from torch.profiler import ProfilerActivity, profile
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
MAX_NEW_TOKENS = 128
model_name = "meta-llama/Llama-3.1-8B"
t... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | benchmarking/xpu/inference_benchmark.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.106806 | import argparse
import time
# import intel_extension_for_pytorch as ipex
import numpy as np
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer, GenerationConfig
MAX_NEW_TOKENS = 256
get_time = time.time
system_prompt = "You are a helpful assistant"
user_prompt = """Summarize this text please:... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.612702 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import importlib
import sys
import torch
from . import _ops, utils
from .autograd._functions import (
MatmulLtState,
matmul,
ma... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/_ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.620533 | from collections.abc import Sequence
from math import prod
from typing import Optional
import torch
_IS_TORCH_GTE_24 = False
if hasattr(torch.library, "register_fake"):
_IS_TORCH_GTE_24 = True
register_fake = torch.library.register_fake
register_kernel = torch.library.register_kernel
else:
# PyTorch ... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/autograd/_functions.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.662743 | from dataclasses import dataclass
import logging
from math import prod
from typing import Optional
import warnings
from warnings import warn
import torch
import bitsandbytes.functional as F
logger = logging.getLogger(__name__)
# The inverse transformation for the colTuring and colAmpere format were contributed by A... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/cpu/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.663900 | from collections.abc import Sequence
import ctypes as ct
import logging
import math
from math import prod
from typing import Optional
import torch
from bitsandbytes.functional import get_ptr, has_avx512bf16
from ..._ops import register_kernel
from ...cextension import ErrorHandlerMockBNBNativeLibrary, lib
logger = ... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/cuda/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:50.728864 | from collections.abc import Sequence
import ctypes as ct
from math import prod
from typing import Optional
import torch
from bitsandbytes.functional import CUBLAS_Context, _cuda_device_of, _get_tensor_stream, get_ptr
from ..._ops import register_kernel
from ...cextension import lib
@register_kernel("bitsandbytes::... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/hpu/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.261352 | from collections.abc import Sequence
import math
import torch
from ..._ops import register_kernel
from ..utils import GAUDI_SW_VER
# convert btw standard 4-bit compression format and ipex compression format
# needed for backward compatibility with older versions of gaudi sw
def _reverse_4bit_compress_format(weight:... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/triton/kernels_4bit.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.284831 | import torch
import triton
import triton.language as tl
# Triton implementation of similar CUDA kernel to avoid loading code from csrc/kernels.cu::dQuantizeFP4
# @triton.autotune(
# configs=[
# triton.Config({"SPLIT_NUM_BLOCKS": 1, "grf_mode": "auto"}, num_stages=4, num_warps=32),
# triton.Config... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/mps/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.291882 | """MPS backend for bitsandbytes 4-bit quantization ops.
Uses Metal kernels from kernels-community/bitsandbytes-mps via the
HuggingFace Kernels Hub.
"""
from collections.abc import Sequence
from math import prod
import torch
from ..._ops import register_kernel
# -----------------------------------------------------... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/triton/kernels_8bit_quant.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.318517 | import torch
import triton
import triton.language as tl
# @triton.autotune(
# configs=[
# # triton.Config({'SPLIT_SIZE': 64}),
# # triton.Config({'SPLIT_SIZE': 64, 'grf_mode': 'large'}, num_stages=2, num_warps=32),
# # triton.Config({'SPLIT_SIZE': 64, 'grf_mode': 'auto'}, num_stages=2, nu... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/default/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.319670 | from collections.abc import Sequence
from functools import wraps
from math import prod, sqrt
from typing import Optional
import torch
from ..._ops import register_kernel
from ..utils import CODE
def _try_torch_compile(func=None, **compile_kwargs):
"""
Wrapper around torch.compile that falls back to the orig... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/triton/kernels_optim.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:51.369949 | import math
from typing import Optional
import torch
import triton
import triton.language as tl
# from triton.language.extra import libdevice
from .kernels_8bit_quant import (
dequant_8bit_blockwise,
dequant_8bit_blockwise_kernel_util,
quantize_8bit_blockwise_kernel_util,
quantize_blockwise_triton,
)... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/triton/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.098189 | from collections.abc import Sequence
from typing import Optional
import torch
from . import kernels_4bit, kernels_8bit_quant, kernels_optim
# currently codes unused, kept for reference
# Should be the same for quant/dequant
# from bitsandbytes.functional import get_4bit_type
# _FP4_QUANT_TABLE = get_4bit_type("fp4",... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/cuda_specs.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.673246 | import dataclasses
from functools import lru_cache
import logging
import platform
import re
import subprocess
from typing import Optional
import torch
@dataclasses.dataclass(frozen=True)
class CUDASpecs:
highest_compute_capability: tuple[int, int]
cuda_version_string: str
cuda_version_tuple: tuple[int, i... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.675428 | from importlib.metadata import metadata
from packaging import version
import torch
try:
import triton # noqa: F401
import triton.language as tl # noqa: F401
triton_available = True
except ImportError:
triton_available = False
_NF4_QUANT_TABLE = torch.tensor(
[
-1.0,
-0.6961928... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/consts.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.677029 | from pathlib import Path
import platform
DYNAMIC_LIBRARY_SUFFIX = {
"Darwin": ".dylib",
"Linux": ".so",
"Windows": ".dll",
}.get(platform.system(), ".so")
PACKAGE_DIR = Path(__file__).parent
PACKAGE_GITHUB_URL = "https://github.com/TimDettmers/bitsandbytes"
NONPYTORCH_DOC_URL = "https://github.com/TimDett... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/cextension.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.678166 | import ctypes as ct
import functools
import logging
import os
from pathlib import Path
import re
from typing import Optional
import torch
from bitsandbytes.consts import DYNAMIC_LIBRARY_SUFFIX, PACKAGE_DIR
from bitsandbytes.cuda_specs import (
CUDASpecs,
get_cuda_specs,
get_cuda_version_tuple,
get_roc... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/backends/xpu/ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:52.838976 | from collections.abc import Sequence
import ctypes as ct
import logging
from packaging import version
import torch
from bitsandbytes.functional import _get_tensor_stream, get_ptr
from ..._ops import register_kernel
from ...cextension import ErrorHandlerMockBNBNativeLibrary, lib
from ..utils import triton_available
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/diagnostics/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:54.206311 | import importlib
import platform
import sys
import traceback
import torch
from bitsandbytes import __version__ as bnb_version
from bitsandbytes.cextension import BNB_BACKEND
from bitsandbytes.consts import PACKAGE_GITHUB_URL
from bitsandbytes.cuda_specs import get_cuda_specs
from bitsandbytes.diagnostics.cuda import ... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/nn/modules.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:54.207985 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import copy
import logging
from typing import Any, Optional, TypeVar, Union, overload
import torch
from torch import Tensor, device, dtype, nn... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/optim/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:54.258530 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .adagrad import Adagrad, Adagrad8bit, Adagrad32bit
from .adam import Adam, Adam8bit, Adam32bit, PagedAdam, PagedAdam8bit, PagedAdam32bit
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/nn/parametrize.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:54.653876 | from functools import partial
from typing import Any, Literal, Optional
import torch
import torch.nn as nn
import torch.nn.utils.parametrize as P
from .. import functional as F
class Bnb4bitParametrization(nn.Module):
"""
A parametrization module that handles dequantization of a 4-bit quantized parameter.
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/nn/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:54.765897 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .modules import (
Embedding,
Embedding4bit,
Embedding8bit,
EmbeddingFP4,
EmbeddingNF4,
Int8Params,
Linear4bit,... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/optim/adagrad.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:55.160608 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from bitsandbytes.optim.optimizer import Optimizer1State
class Adagrad(Optimizer1State):
def __init__(
self,
params,
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/functional.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:55.190110 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from collections.abc import Iterable
import ctypes as ct
import itertools
from math import prod
from typing import Any, Optional
import numpy ... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/diagnostics/cuda.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:57.217609 | from collections.abc import Iterable, Iterator
import logging
import os
from pathlib import Path
import torch
from bitsandbytes.cextension import HIP_ENVIRONMENT, get_cuda_bnb_library_path
from bitsandbytes.cuda_specs import CUDASpecs
from bitsandbytes.diagnostics.utils import print_dedented
CUDART_PATH_PREFERRED_EN... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/diagnostics/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:57.792440 | import textwrap
HEADER_WIDTH = 60
def print_header(txt: str, width: int = HEADER_WIDTH, filler: str = "=") -> None:
txt = f" {txt} " if txt else ""
print(txt.center(width, filler))
def print_dedented(text):
print("\n".join(textwrap.dedent(text).strip().split("\n")))
|
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/optim/adamw.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:59.778905 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from bitsandbytes.optim.optimizer import Optimizer2State
class AdamW(Optimizer2State):
def __init__(
self,
params,
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/optim/adam.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:59.782162 | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from bitsandbytes.optim.optimizer import Optimizer2State
class Adam(Optimizer2State):
def __init__(
self,
params,
... |
bitsandbytes-foundation/bitsandbytes | https://github.com/bitsandbytes-foundation/bitsandbytes | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | bitsandbytes/optim/ademamix.py | null | null | null | null | null | null | Python | 2026-05-04T02:12:59.848803 | from collections.abc import Iterable
import math
from typing import Literal, Optional
import torch
import bitsandbytes.functional as F
from bitsandbytes.optim.optimizer import Optimizer2State
class _ReferenceAdEMAMix(torch.optim.Optimizer):
"""
Reference: https://hf.co/papers/2409.03137
"""
def __i... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.248345 | """IDA Pro MCP Plugin Loader
This file serves as the entry point for IDA Pro's plugin system.
It loads the actual implementation from the ida_mcp package.
"""
import sys
import idaapi
import ida_kernwin
import ida_netnode
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from . import ida_mcp
NETNODE_AUTOSTAR... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_discovery.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.287531 | """Discovery API - list and switch between IDA instances.
When running in streamable-http mode (client connects directly to IDA),
select_instance makes this IDA instance proxy tool calls to the target.
This lets a single MCP endpoint reach any running IDA instance.
"""
import http.client
import json
import os
import ... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.288041 | """IDA Pro MCP Plugin - Modular Package Version
This package provides MCP (Model Context Protocol) integration for IDA Pro,
enabling AI assistants to interact with IDA's disassembler and decompiler.
Architecture:
- rpc.py: JSON-RPC infrastructure and registry
- mcp.py: MCP protocol server (HTTP/SSE)
- sync.py: IDA sy... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/__main__.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.289719 | import sys
from ida_pro_mcp.server import main
if __name__ == "__main__":
sys.argv[0] = "ida_pro_mcp"
main()
|
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_core.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.291647 | """Core API Functions - IDB metadata and basic queries"""
import logging
import re
import time
from typing import Annotated, Any, NotRequired, TypedDict
import ida_auto
import ida_bytes
import idaapi
import ida_funcs
import ida_hexrays
import ida_lines
import ida_search
import ida_segment
import idautils
import ida_l... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_debug.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.296364 | """Debugger operations for IDA Pro MCP.
This module provides comprehensive debugging functionality including:
- Debugger control (start, exit, continue, step, run_to)
- Breakpoint management (add, delete, enable/disable, conditions, list)
- Register inspection (all registers, GP registers, specific registers)
- Memory... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_composite.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.298834 | """Composite analysis tools that aggregate multiple data sources."""
from __future__ import annotations
from collections import defaultdict
from typing import Annotated, Any, TypedDict
from .rpc import tool, unsafe
from .sync import idasync, tool_timeout, IDAError
from .utils import (
parse_address,
get_func... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/_sigmaker.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.311618 | """
Vendored sigmaker core — signature creation and scanning engine.
Original: sigmaker.py - IDA Python Signature Maker
https://github.com/mahmoudimus/ida-sigmaker
by @mahmoudimus (Mahmoud Abdelkader)
This is a stripped-down, self-contained copy of the sigmaker library
with GUI/plugin code removed. Only the engine c... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_analysis.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.325401 | from itertools import islice
import struct
from typing import Annotated, Any, NotRequired, Optional, TypedDict
import ida_lines
import ida_funcs
import idaapi
import idautils
import ida_typeinf
import ida_nalt
import ida_bytes
import ida_ida
import ida_idaapi
import ida_xref
import ida_ua
import ida_name
from .rpc impo... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_memory.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.828954 | """Memory reading and writing operations for IDA Pro MCP.
This module provides batch operations for reading and writing memory at various
granularities (bytes, integers, strings) and patching binary data.
"""
import re
from typing import Annotated, NotRequired, TypedDict
import ida_bytes
import idaapi
from .rpc imp... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_sigmaker.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.913067 | """Signature creation and scanning tools for IDA Pro MCP.
This module integrates sigmaker.py functionality to provide:
- Unique signature generation for addresses/functions
- Range-based signature generation (selection)
- XREF-based signature discovery
- Multiple output formats: IDA, x64dbg, mask, bitmask
"""
from ty... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_python.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.917012 | from typing import Annotated, TypedDict
import ast
import io
import sys
import idaapi
import idc
import ida_bytes
import ida_dbg
import ida_entry
import ida_frame
import ida_funcs
import ida_hexrays
import ida_ida
import ida_kernwin
import ida_lines
import ida_nalt
import ida_name
import ida_segment
import ida_typeinf
... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_resources.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.918611 | """MCP Resources - browsable IDB state
Resources represent browsable state (read-only data) following MCP's philosophy.
Use tools for actions that modify state or perform expensive computations.
"""
from typing import Annotated
import ida_nalt
import ida_segment
import ida_typeinf
import idaapi
import idautils
impor... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_modify.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.927532 | from typing import Annotated, Any, NotRequired, TypedDict
import idaapi
import idautils
import idc
import ida_hexrays
import ida_bytes
import ida_typeinf
import ida_frame
import ida_dirtree
import ida_funcs
import ida_ua
from .compat import tinfo_get_udm
from .rpc import tool
from .sync import idasync, IDAError
from ... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_survey.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.928951 | """Binary survey tool -- complete triage in one call."""
from __future__ import annotations
import hashlib
import re
from itertools import islice
from typing import Annotated, TypedDict
from .rpc import tool
from .sync import idasync, tool_timeout
from . import compat
from .api_core import _get_strings_cache
from .u... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_stack.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.940838 | """Stack frame operations for IDA Pro MCP.
This module provides batch operations for managing stack frame variables,
including reading, creating, and deleting stack variables in functions.
"""
from typing import Annotated, NotRequired, TypedDict
import ida_typeinf
import ida_frame
import idaapi
from .compat import t... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/discovery.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.942423 | """Instance discovery for IDA Pro MCP.
IDA plugin instances register themselves by writing JSON files to
{ida_user_dir}/mcp/instances/. The MCP server discovers running
instances by reading these files and validating PID liveness.
"""
import datetime
import glob
import json
import os
import socket
import sys
import t... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/compat.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.956253 | """
IDA Pro API Compatibility Layer
This module wraps IDA APIs that differ between IDA 9.0+ and older versions,
providing a unified interface.
Compatibility notes:
- IDA 9.0: some idaapi methods removed, uses ida_entry, ida_ida
- IDA 8.5: idaapi.get_inf_structure methods removed, ida_funcs.func_t api update
- IDA 8.4... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/api_types.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:02.960381 | from typing import Annotated, Any, TypedDict
import idc
import ida_typeinf
import ida_hexrays
import ida_nalt
import ida_bytes
import ida_frame
import idaapi
from .rpc import tool
from .sync import idasync
from .utils import (
normalize_list_input,
normalize_dict_list,
paginate,
pattern_filter,
pa... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/rpc.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.557818 | import json
import os
from typing import Any, Optional
from .zeromcp import (
McpRpcRegistry,
McpServer,
McpToolError,
McpHttpRequestHandler,
get_current_request_external_base_url,
)
MCP_UNSAFE: set[str] = set()
MCP_EXTENSIONS: dict[str, set[str]] = {} # group -> set of function names
MCP_SERVER =... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/framework.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.559801 | """IDA Pro MCP Test Framework
This module provides a custom test framework for testing IDA MCP tools.
Tests can be defined inline or in separate test files using the @test decorator.
Usage from IDA console:
from ida_mcp.tests import run_tests
run_tests() # Run all tests
run_tests(catego... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/profile.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.561511 | """Profile files whitelist MCP tools by name.
Format: one tool name per line; ``#`` starts a comment; blank lines are ignored.
Passed to ``idalib-mcp --profile PATH`` or exported from ``/config.html``.
"""
from pathlib import Path
from typing import Iterable
def parse_profile(text: str) -> set[str]:
"""Parse pr... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.562530 | """IDA Pro MCP Test Package.
This package contains test modules for each API module.
Tests are registered via the @test decorator from the framework module.
"""
# Import all test modules to register tests when the package is imported
from . import test_api_core
from . import test_api_analysis
from . import test_api_m... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/sync.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.564420 | import logging
import queue
import functools
import os
import sys
import time
import idaapi
import idc
from .rpc import McpToolError
from .zeromcp.jsonrpc import get_current_cancel_event, RequestCancelledError
# ============================================================================
# IDA Synchronization & Error ... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/http.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.565332 | import html
import json
import logging
import re
import ida_netnode
from urllib.parse import urlparse, parse_qs
from typing import TypeVar, cast
from http.server import HTTPServer
from .profile import dump_profile, parse_profile
from .sync import idasync
from .rpc import (
McpRpcRegistry,
McpHttpRequestHandler... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_analysis.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.566541 | """Tests for api_analysis API functions."""
from ..framework import (
test,
skip_test,
assert_has_keys,
assert_valid_address,
assert_non_empty,
assert_is_list,
assert_shape,
assert_ok,
assert_error,
is_hex_address,
optional,
get_any_function,
get_data_address,
ge... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_composite.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.583416 | """Tests for api_composite API functions."""
from ..framework import (
test,
skip_test,
assert_has_keys,
assert_valid_address,
assert_non_empty,
assert_is_list,
assert_shape,
assert_ok,
assert_error,
is_hex_address,
optional,
list_of,
get_any_function,
get_unmapp... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/mcp_mode.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.613244 | """End-to-end MCP mode for the test framework.
When enabled, every @tool-decorated function is monkeypatched to route
through a real MCP client/server HTTP round-trip and the response is
validated against its advertised outputSchema. Lets the existing test
suite double as a runtime-conformance check without rewriting ... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_analysis_internals.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:03.741170 | """Targeted tests for deeper internal helpers in api_analysis.py."""
from ..framework import test, assert_non_empty
from ..api_analysis import (
_resolve_insn_scan_ranges,
_scan_insn_ranges,
_value_to_le_bytes,
_value_candidates_for_immediate,
)
@test(binary="typed_fixture.elf")
def test_internal_res... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_modify.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.359246 | """Tests for api_modify API functions."""
from ..framework import (
test,
skip_test,
assert_is_list,
assert_ok,
assert_error,
get_any_function,
get_named_address,
)
from ..api_modify import (
append_comments,
set_comments,
patch_asm,
rename,
define_func,
define_code,... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_memory.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.359778 | """Tests for api_memory API functions."""
from ..framework import (
test,
skip_test,
assert_non_empty,
assert_is_list,
assert_shape,
assert_ok,
assert_error,
optional,
get_first_segment,
get_data_address,
get_unmapped_address,
get_named_address,
)
from ..api_memory impor... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_python.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.362534 | """Tests for api_python API functions."""
import contextlib
import os
import tempfile
from ..framework import test
from ..api_python import py_eval, py_exec_file
@contextlib.contextmanager
def _tmp_script(content):
"""Write content to a temporary .py file, yield its path, then clean up."""
with tempfile.Nam... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_core.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.364168 | """Tests for api_core API functions."""
from ..framework import (
test,
skip_test,
assert_has_keys,
assert_valid_address,
assert_non_empty,
assert_is_list,
assert_shape,
assert_ok,
assert_error,
is_hex_address,
list_of,
optional,
get_any_function,
get_data_addres... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_debug.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.365752 | """Tests for debugger control helpers."""
from ..framework import test
from .. import api_debug
from ..sync import IDAError
class _SavedAttr:
def __init__(self, obj, name, value):
self.obj = obj
self.name = name
self.old = getattr(obj, name)
setattr(obj, name, value)
def rest... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_resources.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.366270 | """Tests for api_resources MCP resource functions."""
from ..framework import (
test,
skip_test,
assert_valid_address,
assert_non_empty,
assert_is_list,
)
from ..api_resources import (
idb_metadata_resource,
idb_segments_resource,
idb_entrypoints_resource,
cursor_resource,
selec... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_sigmaker.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.368074 | """Tests for api_sigmaker API functions.
Tests are structured to validate semantically meaningful behavior:
- Round-trip: generate a signature then scan it back to verify it finds
the original address (proving uniqueness isn't just a boolean flag).
- Function resolution: make_signature_for_function resolves mid-func... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_discovery.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.561671 | """Tests for the discovery API module (api_discovery.py).
Tests dispatch routing decisions, loop prevention, select_instance state
machine, tools/list merge logic, and IDB file discovery.
"""
import json
import os
import tempfile
from ..framework import test
from .. import api_discovery
# -------------------------... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_survey.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.563927 | """Tests for api_survey API functions."""
from ..framework import (
test,
skip_test,
assert_has_keys,
assert_valid_address,
assert_non_empty,
assert_is_list,
assert_shape,
assert_ok,
is_hex_address,
optional,
list_of,
)
from ..api_survey import survey_binary
# ============... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_stack.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:04.564845 | """Tests for api_stack API functions."""
from ..framework import (
test,
skip_test,
assert_valid_address,
assert_is_list,
assert_ok,
assert_error,
get_data_address,
)
from ..api_stack import (
stack_frame,
declare_stack,
delete_stack,
)
CRACKME_MAIN = "0x123e"
TEST_STACK_VAR =... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_idalib_server.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.145107 | """Tests for idalib_server integration helpers."""
import os
import sys
from ..framework import test
try:
from ida_pro_mcp import idalib_server
except ImportError:
_parent = os.path.join(os.path.dirname(__file__), "..", "..")
sys.path.insert(0, _parent)
try:
import idalib_server # type: igno... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_api_types.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.151853 | """Tests for api_types API functions."""
from ..framework import (
test,
skip_test,
assert_is_list,
assert_non_empty,
assert_ok,
assert_error,
get_any_function,
get_first_segment,
get_data_address,
get_unmapped_address,
get_named_address,
)
from ..api_types import (
decl... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_discovery.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.181475 | """Tests for the instance discovery module (discovery.py).
Exercises registration/unregistration round-trips, the multi-stage staleness
pipeline in discover_instances, and sort-order guarantees that server.py
relies on for auto-selection.
"""
import contextlib
import json
import os
import tempfile
from ..framework i... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_profile.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.254075 | """Tests for profile-file parsing and registry filtering."""
import contextlib
from pathlib import Path
from ..framework import test
from ..profile import apply_profile, dump_profile, load_profile, parse_profile
from ..rpc import MCP_SERVER
@contextlib.contextmanager
def _saved_tools():
"""Restore MCP_SERVER.to... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_installer.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.256737 | """Tests for installer config generation changes.
Verifies that stdio configs no longer hardcode --ida-rpc (enabling auto-discovery)
while HTTP/SSE configs still embed the RPC address.
"""
import os
import sys
from ..framework import test
try:
from ida_pro_mcp.installer import generate_mcp_config, SERVER_SCRIPT... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_framework_helpers.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.264123 | """Tests for framework helper utilities used by the IDA test suite."""
from ..framework import (
test,
assert_shape,
assert_typed_dict,
assert_ok,
assert_error,
optional,
list_of,
one_of,
is_hex_address,
get_named_function,
get_named_address,
get_string_address_containin... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_http.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.292868 | """Tests for tool registration (@unsafe, @ext) and extension gating.
Tests exercise the real MCP_UNSAFE set, MCP_EXTENSIONS dict, and
MCP_SERVER.tools.methods registry — all populated by actual decorator
execution at import time. No mocks.
Unsafe *removal* tests (simulating idalib --unsafe gating) live in
test_serve... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_server.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.301044 | """Tests for the top-level stdio proxy server (server.py) and unsafe tool gating."""
import argparse
import contextlib
import json
import os
import sys
from ..framework import test
from ..rpc import MCP_SERVER, MCP_UNSAFE
try:
from ida_pro_mcp import server
except ImportError:
_parent = os.path.join(os.path.... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_tool_metadata.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.307908 | """Tests for high-signal MCP tool metadata."""
import ast
import re
from pathlib import Path
from ..framework import test
# Tool docstrings are model-facing MCP descriptions in this repository; see
# CLAUDE.md: "The function docstring becomes the MCP tool description."
# Anthropic's tool-use guidance recommends det... |
mrexodia/ida-pro-mcp | https://github.com/mrexodia/ida-pro-mcp | null | null | null | null | 8,172 | null | null | mit | null | null | null | null | null | null | null | src/ida_pro_mcp/ida_mcp/tests/test_trace.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:05.343807 | # Tests for the IDB tools/call trace middleware.
from ..framework import test
from ..rpc import MCP_SERVER
from .. import trace
def _call_through_registry(name: str, arguments: dict | None = None) -> dict:
return MCP_SERVER.registry.methods["tools/call"](name, arguments)
def _kill_trace_node() -> None:
"""... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | docs/examples/immortal_pearl_earring.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.471230 | import os
import cv2
from PIL import ImageDraw, ImageFont
from tqdm import tqdm
from imaginairy.api import imagine
from imaginairy.schema import ImaginePrompt, LazyLoadingImage, WeightedPrompt
from imaginairy.utils.log_utils import configure_logging
def generate_image_morph_video():
base_image = LazyLoadingImag... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/generate_compvis.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.481802 | import logging
from typing import TYPE_CHECKING, Any
from imaginairy.api.generate import IMAGINAIRY_SAFETY_MODE
from imaginairy.utils import seed_everything
from imaginairy.utils.img_utils import calc_scale_to_fit_within, combine_image
from imaginairy.utils.named_resolutions import normalize_image_size
if TYPE_CHECKI... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/generate_flux.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.484070 | import logging
import os
from functools import lru_cache
from imaginairy.schema import ImaginePrompt, ImagineResult
from imaginairy.utils.log_utils import ImageLoggingContext
logger = logging.getLogger(__name__)
@lru_cache(maxsize=1)
def load_flux_models():
import torch
from diffusers import AutoencoderKL, ... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | docs/examples/generate_doc_examples.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.484581 | from imaginairy.api import imagine_image_files
from imaginairy.schema import ImaginePrompt, LazyLoadingImage
def main():
prompts = [
ImaginePrompt(
"make her wear clown makeup",
seed=952243488,
model="edit",
init_image=LazyLoadingImage(
url="... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.486580 | """Pythonic AI generation of images and videos"""
import os
# tells pytorch to allow MPS usage (for Mac M1 compatibility)
os.putenv("PYTORCH_ENABLE_MPS_FALLBACK", "1")
# use more memory than we should
os.putenv("PYTORCH_MPS_HIGH_WATERMARK_RATIO", "0.0")
|
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/colorize.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.493006 | """Functions for colorizing images"""
import logging
from PIL import Image, ImageEnhance, ImageStat
from imaginairy.api import imagine
from imaginairy.enhancers.describe_image_blip import generate_caption
from imaginairy.schema import ControlInput, ImaginePrompt
logger = logging.getLogger(__name__)
def colorize_i... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/upscale.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.493925 | from typing import TYPE_CHECKING, Union
from imaginairy.config import DEFAULT_UPSCALE_MODEL
if TYPE_CHECKING:
from PIL import Image
from imaginairy.schema import LazyLoadingImage
def upscale_image(
img: "Union[LazyLoadingImage, Image.Image, str]",
upscale_model: str = DEFAULT_UPSCALE_MODEL,
til... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/generate_refiners.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.495168 | """Functions for generating refined images"""
import logging
from contextlib import nullcontext
from typing import Any
from imaginairy.config import CONTROL_CONFIG_SHORTCUTS
from imaginairy.schema import ControlInput, ImaginePrompt, MaskMode
from imaginairy.utils import clear_gpu_cache, seed_everything
from imaginair... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/generate.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:09.523628 | """Functions for generating and processing images"""
import logging
import os
from pathlib import Path
from typing import TYPE_CHECKING, Callable
if TYPE_CHECKING:
from imaginairy.schema import ImaginePrompt
logger = logging.getLogger(__name__)
# leave undocumented. I'd ask that no one publicize this flag. Just... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/api/video_sample.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.071934 | """Functions for generating synthetic videos"""
import logging
import math
import os
import random
import re
import time
from glob import glob
from pathlib import Path
from typing import Any, Optional
import cv2
import numpy as np
import torch
from einops import rearrange, repeat
from omegaconf import OmegaConf
from ... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/edit.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.131207 | """Command for AI-powered image editing"""
import click
from imaginairy import config
from imaginairy.cli.shared import (
_imagine_cmd,
add_options,
common_options,
remove_option,
)
edit_options = common_options.copy()
remove_option(edit_options, "model_weights_path")
remove_option(edit_options, "i... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/colorize.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.132427 | """Command for colorizing images with AI"""
import logging
import click
logger = logging.getLogger(__name__)
@click.argument("image_filepaths", nargs=-1)
@click.option(
"--outdir",
default="./outputs/colorized",
show_default=True,
type=click.Path(),
help="Where to write results to.",
)
@click.o... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/clickshell_mod.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.141030 | """Most of these modifications are just so we get full stack traces in the shell."""
import logging
import shlex
import traceback
from functools import update_wrapper
from typing import ClassVar
import click
from click_help_colors import HelpColorsCommand, HelpColorsMixin
from click_shell import Shell
from click_shel... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/edit_demo.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.142174 | """Command for applying preset image edits"""
import click
@click.command("edit-demo")
@click.argument("image_paths", metavar="PATH|URL", required=True, nargs=-1)
@click.option(
"--outdir",
default="./outputs",
show_default=True,
type=click.Path(),
help="Where to write results to.",
)
@click.opti... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/describe.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.158047 | """Command for generating image descriptions"""
import click
@click.argument("image_filepaths", nargs=-1)
@click.command()
def describe_cmd(image_filepaths):
"""Generate text descriptions of images."""
import os
from imaginairy.enhancers.describe_image_blip import generate_caption
from imaginairy.sc... |
brycedrennan/imaginAIry | https://github.com/brycedrennan/imaginAIry | null | null | null | null | 8,148 | null | null | mit | null | null | null | null | null | null | null | imaginairy/cli/arg_schedule.py | null | null | null | null | null | null | Python | 2026-05-04T02:13:10.159090 | """Decorator and parsers for command scheduling"""
from typing import Iterable
from imaginairy.utils import frange
def with_arg_schedule(f):
"""Decorator to add arg-schedule functionality to a click command."""
def new_func(*args, **kwargs):
arg_schedules = kwargs.pop("arg_schedules", None)
... |
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