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Merge pull request #20 from lokumai/feat/auth
Browse files- README.md +36 -18
- main.py +14 -18
- utils/auth.py +34 -0
- utils/config.py +16 -1
README.md
CHANGED
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@@ -13,37 +13,44 @@ short_description: Defect Solver - MCP Server
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This project implements a Model Context Protocol (MCP) server for defect solver bug localization using FastMCP. It provides multiple bug localization tools that forward bug report data to remote endpoints for prediction and analysis.
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## Features
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- Exposes three MCP tools for bug localization:
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-
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-
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-
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- Forwards issue data (key, summary, description, and optionally module) to configurable remote endpoints
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- Returns predicted source code locations and detailed workflow prompts
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- Uses async HTTP requests and robust error handling
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- Includes workflow and prompt templates for end-to-end bug localization and resolution
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## Requirements
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- Python >= 3.13
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- See `pyproject.toml` for dependencies:
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-
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-
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-
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-
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-
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-
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-
### Note: The tools implemented in this server require a DEFECT SOLVER API KEY to send requests. To get your key, please contact [Lokum AI](https://github.com/lokumai)
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## Setup
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1. Clone the repository:
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```sh
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git clone <your-repo-url>
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cd defect_solver_mcp_server
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```
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2. Install dependencies using uv:
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```sh
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uv sync
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```
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3. Configure environment variables:
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- Copy `.env.example` to `.env` and set the following as needed:
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- `DS_API_BASE_URL`
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@@ -54,32 +61,41 @@ This project implements a Model Context Protocol (MCP) server for defect solver
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- `TIMEOUT` (optional)
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## Usage
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Run the MCP server:
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```sh
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python main.py
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```
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The server will start and expose the bug localization tools via MCP.
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## Available Tools
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- **multi_module_bug_localization**: Use when the responsible microservice is unknown. Returns likely microservices and localized files.
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- **single_module_bug_localization**: Use when the affected module is known. Returns localized files within the specified module.
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- **search_space_routing**: Use to identify the most likely microservices (search spaces) for a reported bug.
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## Prompts & Workflow
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The server provides prompt templates for:
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- Tool selection and workflow planning
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- Bug report augmentation
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- Bug localization and result explanation
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- Automated bug fixing and full resolution workflow
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-
### NOTE: There is a `chatmode.md` file personalized for DNext development that provides detailed instructions and rules on how to use the MCP server with chat-based interactions in IDEs like VSCode, Cursor, Windsurf and etc. Please refer to the [dnext-chatmode.md](https://github.com/pia-team/defect_solver_api/blob/main/.github/chatmodes/dnext-defect-solver.chatmode.md) for more information
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## Configuration
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- API base URL and endpoints are configured in `utils/config.py` and via environment variables:
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-
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- Timeout and HuggingFace access token are also configurable.
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-
-
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## MCP Inspector
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The MCP Inspector is a tool to help you visualize and debug the interactions with the MCP server.
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To use the MCP Inspector, simply run the command below in your terminal:
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@@ -92,6 +108,7 @@ The GUI will open in your default web browser, allowing you to monitor the commu
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<img src="https://raw.githubusercontent.com/modelcontextprotocol/inspector/main/mcp-inspector.png" alt="MCP Inspector">
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## Project Structure
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```
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main.py # Entry point and MCP server with tool and prompt definitions
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utils/config.py # API configuration and environment variable loading
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@@ -102,9 +119,10 @@ README.md # Project documentation
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```
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## `mcp.json` Configuration Example for Client Usage
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To use this MCP server in a client application that supports MCP, you add the config below to `mcp.json`.
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#### PRIVATE MCP SERVER: This config is required for when deploying the MCP server in a private Hugging Face Space that requires authentication
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```json
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{
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@@ -113,7 +131,7 @@ To use this MCP server in a client application that supports MCP, you add the co
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"url": "https://dnext-ds-mcp-server.hf.space/mcp/",
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"type": "http",
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"headers": {
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-
"DS-API-
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"Authorization": "Bearer ${input:hf-access-token}"
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}
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}
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@@ -135,7 +153,7 @@ To use this MCP server in a client application that supports MCP, you add the co
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}
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```
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#### PUBLIC MCP SERVER: For public spaces, you can omit the `hf-access-token` input or `Authorization` header
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```json
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{
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@@ -144,7 +162,7 @@ To use this MCP server in a client application that supports MCP, you add the co
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"url": "https://dnext-ds-mcp-server.hf.space/mcp/",
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"type": "http",
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"headers": {
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-
"DS-API-
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}
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}
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},
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@@ -157,4 +175,4 @@ To use this MCP server in a client application that supports MCP, you add the co
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}
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]
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}
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-
```
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This project implements a Model Context Protocol (MCP) server for defect solver bug localization using FastMCP. It provides multiple bug localization tools that forward bug report data to remote endpoints for prediction and analysis.
|
| 14 |
|
| 15 |
## Features
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| 16 |
+
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- Exposes three MCP tools for bug localization:
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| 18 |
+
- `multi_module_bug_localization`: Localizes bugs across the entire microservice architecture
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| 19 |
+
- `single_module_bug_localization`: Localizes bugs within a specific module
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| 20 |
+
- `search_space_routing`: Identifies likely microservices (search spaces) for a reported bug
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| 21 |
- Forwards issue data (key, summary, description, and optionally module) to configurable remote endpoints
|
| 22 |
- Returns predicted source code locations and detailed workflow prompts
|
| 23 |
- Uses async HTTP requests and robust error handling
|
| 24 |
- Includes workflow and prompt templates for end-to-end bug localization and resolution
|
| 25 |
|
| 26 |
## Requirements
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| 27 |
+
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- Python >= 3.13
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- See `pyproject.toml` for dependencies:
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+
- fastmcp
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+
- httpx
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+
- loguru
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+
- pydantic
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+
- dotenv
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+
- uv
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+
### Note: The tools implemented in this server require a DEFECT SOLVER API KEY to send requests. To get your key, please contact [Lokum AI](https://github.com/lokumai)
|
| 38 |
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| 39 |
## Setup
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| 40 |
+
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1. Clone the repository:
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| 42 |
+
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```sh
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git clone <your-repo-url>
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cd defect_solver_mcp_server
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```
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| 47 |
+
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2. Install dependencies using uv:
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| 49 |
+
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```sh
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uv sync
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```
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| 53 |
+
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| 54 |
3. Configure environment variables:
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| 55 |
- Copy `.env.example` to `.env` and set the following as needed:
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| 56 |
- `DS_API_BASE_URL`
|
|
|
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| 61 |
- `TIMEOUT` (optional)
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| 62 |
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| 63 |
## Usage
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| 64 |
+
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| 65 |
Run the MCP server:
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| 66 |
+
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| 67 |
```sh
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python main.py
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| 69 |
```
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| 70 |
+
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| 71 |
The server will start and expose the bug localization tools via MCP.
|
| 72 |
|
| 73 |
## Available Tools
|
| 74 |
+
|
| 75 |
- **multi_module_bug_localization**: Use when the responsible microservice is unknown. Returns likely microservices and localized files.
|
| 76 |
- **single_module_bug_localization**: Use when the affected module is known. Returns localized files within the specified module.
|
| 77 |
- **search_space_routing**: Use to identify the most likely microservices (search spaces) for a reported bug.
|
| 78 |
|
| 79 |
## Prompts & Workflow
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| 80 |
+
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| 81 |
The server provides prompt templates for:
|
| 82 |
+
|
| 83 |
- Tool selection and workflow planning
|
| 84 |
- Bug report augmentation
|
| 85 |
- Bug localization and result explanation
|
| 86 |
- Automated bug fixing and full resolution workflow
|
| 87 |
|
| 88 |
+
### NOTE: There is a `chatmode.md` file personalized for DNext development that provides detailed instructions and rules on how to use the MCP server with chat-based interactions in IDEs like VSCode, Cursor, Windsurf and etc. Please refer to the [dnext-chatmode.md](https://github.com/pia-team/defect_solver_api/blob/main/.github/chatmodes/dnext-defect-solver.chatmode.md) for more information
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| 89 |
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## Configuration
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| 91 |
+
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- API base URL and endpoints are configured in `utils/config.py` and via environment variables:
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| 93 |
+
- `DS_API_BASE_URL`, `DS_API_MULTIMODULE_ENDPOINT`, `DS_API_SINGLEMODULE_ENDPOINT`, `DS_API_SEARCHSPACE_ENDPOINT`
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- Timeout and HuggingFace access token are also configurable.
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| 95 |
+
-
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| 96 |
+
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| 97 |
## MCP Inspector
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| 98 |
+
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| 99 |
The MCP Inspector is a tool to help you visualize and debug the interactions with the MCP server.
|
| 100 |
To use the MCP Inspector, simply run the command below in your terminal:
|
| 101 |
|
|
|
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| 108 |
<img src="https://raw.githubusercontent.com/modelcontextprotocol/inspector/main/mcp-inspector.png" alt="MCP Inspector">
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## Project Structure
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+
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```
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main.py # Entry point and MCP server with tool and prompt definitions
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utils/config.py # API configuration and environment variable loading
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```
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| 120 |
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## `mcp.json` Configuration Example for Client Usage
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| 122 |
+
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To use this MCP server in a client application that supports MCP, you add the config below to `mcp.json`.
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| 124 |
|
| 125 |
+
#### PRIVATE MCP SERVER: This config is required for when deploying the MCP server in a private Hugging Face Space that requires authentication
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```json
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{
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"url": "https://dnext-ds-mcp-server.hf.space/mcp/",
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"type": "http",
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"headers": {
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+
"DS-API-KEY": "${input:defect-solver-api-key}",
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"Authorization": "Bearer ${input:hf-access-token}"
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}
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}
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}
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```
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+
#### PUBLIC MCP SERVER: For public spaces, you can omit the `hf-access-token` input or `Authorization` header
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```json
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{
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"url": "https://dnext-ds-mcp-server.hf.space/mcp/",
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"type": "http",
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"headers": {
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+
"DS-API-KEY": "${input:defect-solver-api-key}"
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}
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}
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},
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}
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]
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}
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+
```
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main.py
CHANGED
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@@ -3,13 +3,13 @@ from contextlib import asynccontextmanager
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import httpx
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from fastmcp import FastMCP, Context
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from loguru import logger
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-
from dataclasses import dataclass
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import uuid
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import os
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import sys
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from utils.config import API_CONFIG
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from utils.model import MultiModuleRequest, SingleModuleRequest, SearchSpaceRoutingRequest
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from fastmcp.server.dependencies import get_http_request
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from starlette.requests import Request
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@@ -19,18 +19,15 @@ from dotenv import load_dotenv
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load_dotenv()
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-
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-
@dataclass
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-
class DSContext:
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-
"""Typed context for DS MCP server"""
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-
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-
client: httpx.AsyncClient
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-
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-
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@asynccontextmanager
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async def ds_lifespan(server: FastMCP) -> AsyncIterator[DSContext]:
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client = httpx.AsyncClient(timeout=API_CONFIG["timeout"])
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-
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try:
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yield ctx
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@@ -70,9 +67,8 @@ async def multi_module_bug_localization(request: MultiModuleRequest, ctx: Contex
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# Get per-user API key from MCP Context
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user_request: Request = get_http_request()
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-
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-
defect_solver_api_key = user_request.headers.get("DS-API-
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-
logger.info("defect_solver_api_key: {}".format(defect_solver_api_key) )
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logger.info(
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"Using API key: {}".format(defect_solver_api_key)
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if defect_solver_api_key
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@@ -82,7 +78,7 @@ async def multi_module_bug_localization(request: MultiModuleRequest, ctx: Contex
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {hf_token}" if hf_token else None,
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-
"DS-API-
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}
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headers = {k: v for k, v in headers.items() if v is not None}
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| 88 |
|
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@@ -153,7 +149,7 @@ async def single_module_bug_localization(request: SingleModuleRequest, ctx: Cont
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# Get per-user API key from MCP Context
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user_request: Request = get_http_request()
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-
defect_solver_api_key = user_request.headers.get("DS-API-
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logger.info(
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"Using API key: {}".format(defect_solver_api_key)
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| 159 |
if defect_solver_api_key
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@@ -163,7 +159,7 @@ async def single_module_bug_localization(request: SingleModuleRequest, ctx: Cont
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| 163 |
headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {hf_token}" if hf_token else None,
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-
"DS-API-
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}
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headers = {k: v for k, v in headers.items() if v is not None}
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| 169 |
|
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@@ -233,7 +229,7 @@ async def search_space_routing(request: SearchSpaceRoutingRequest, ctx: Context)
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# Get per-user API key from MCP Context
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user_request: Request = get_http_request()
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-
defect_solver_api_key = user_request.headers.get("DS-API-
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logger.info(
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"Using API key: {}".format(defect_solver_api_key)
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| 239 |
if defect_solver_api_key
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@@ -243,7 +239,7 @@ async def search_space_routing(request: SearchSpaceRoutingRequest, ctx: Context)
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {hf_token}" if hf_token else None,
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| 246 |
-
"DS-API-
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}
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headers = {k: v for k, v in headers.items() if v is not None}
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|
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import httpx
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from fastmcp import FastMCP, Context
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from loguru import logger
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import uuid
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import os
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import sys
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from utils.config import API_CONFIG
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from utils.model import MultiModuleRequest, SingleModuleRequest, SearchSpaceRoutingRequest
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| 12 |
+
from utils.auth import DSContext, authenticate
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| 13 |
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| 14 |
from fastmcp.server.dependencies import get_http_request
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| 15 |
from starlette.requests import Request
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| 19 |
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load_dotenv()
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| 21 |
|
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|
|
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| 22 |
@asynccontextmanager
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| 23 |
async def ds_lifespan(server: FastMCP) -> AsyncIterator[DSContext]:
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| 24 |
client = httpx.AsyncClient(timeout=API_CONFIG["timeout"])
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| 25 |
+
token = await authenticate()
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| 26 |
+
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| 27 |
+
if token:
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| 28 |
+
client.headers.update({"Authorization": f"Bearer {token}"})
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+
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+
ctx = DSContext(client=client, access_token=token)
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try:
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yield ctx
|
|
|
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| 67 |
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| 68 |
# Get per-user API key from MCP Context
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| 69 |
user_request: Request = get_http_request()
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| 70 |
+
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| 71 |
+
defect_solver_api_key = user_request.headers.get("DS-API-KEY", None)
|
|
|
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logger.info(
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| 73 |
"Using API key: {}".format(defect_solver_api_key)
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| 74 |
if defect_solver_api_key
|
|
|
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| 78 |
headers = {
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| 79 |
"Content-Type": "application/json",
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| 80 |
"Authorization": f"Bearer {hf_token}" if hf_token else None,
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| 81 |
+
"DS-API-KEY": defect_solver_api_key,
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| 82 |
}
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headers = {k: v for k, v in headers.items() if v is not None}
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| 84 |
|
|
|
|
| 149 |
|
| 150 |
# Get per-user API key from MCP Context
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| 151 |
user_request: Request = get_http_request()
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| 152 |
+
defect_solver_api_key = user_request.headers.get("DS-API-KEY", None)
|
| 153 |
logger.info(
|
| 154 |
"Using API key: {}".format(defect_solver_api_key)
|
| 155 |
if defect_solver_api_key
|
|
|
|
| 159 |
headers = {
|
| 160 |
"Content-Type": "application/json",
|
| 161 |
"Authorization": f"Bearer {hf_token}" if hf_token else None,
|
| 162 |
+
"DS-API-KEY": defect_solver_api_key,
|
| 163 |
}
|
| 164 |
headers = {k: v for k, v in headers.items() if v is not None}
|
| 165 |
|
|
|
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| 229 |
|
| 230 |
# Get per-user API key from MCP Context
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| 231 |
user_request: Request = get_http_request()
|
| 232 |
+
defect_solver_api_key = user_request.headers.get("DS-API-KEY", None)
|
| 233 |
logger.info(
|
| 234 |
"Using API key: {}".format(defect_solver_api_key)
|
| 235 |
if defect_solver_api_key
|
|
|
|
| 239 |
headers = {
|
| 240 |
"Content-Type": "application/json",
|
| 241 |
"Authorization": f"Bearer {hf_token}" if hf_token else None,
|
| 242 |
+
"DS-API-KEY": defect_solver_api_key,
|
| 243 |
}
|
| 244 |
headers = {k: v for k, v in headers.items() if v is not None}
|
| 245 |
|
utils/auth.py
ADDED
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@@ -0,0 +1,34 @@
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from typing import Optional
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import httpx
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from dataclasses import dataclass
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from utils.config import KEYCLOAK_CONFIG, TOKEN_ENDPOINT
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@dataclass
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class DSContext:
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"""Typed context for DS MCP server"""
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client: httpx.AsyncClient
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async def authenticate() -> Optional[str]:
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"""Authenticate with Keycloak and return access token"""
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data = {
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"grant_type": KEYCLOAK_CONFIG["grant_type"],
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"client_id": KEYCLOAK_CONFIG["client_id"],
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"username": KEYCLOAK_CONFIG["username"],
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"password": KEYCLOAK_CONFIG["password"],
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}
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if KEYCLOAK_CONFIG["client_secret"]:
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data["client_secret"] = KEYCLOAK_CONFIG["client_secret"]
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async with httpx.AsyncClient() as client:
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response = await client.post(TOKEN_ENDPOINT, data=data)
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if response.status_code == 200:
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return response.json().get("access_token")
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else:
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print(f"Authentication failed: {response.status_code} - {response.text}")
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return None
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utils/config.py
CHANGED
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@@ -11,4 +11,19 @@ API_CONFIG = {
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"api_searchspace_endpoint": str(os.getenv("DS_API_SEARCHSPACE_ENDPOINT", "/mcp_search_space_routing")),
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"hf_access_token": os.getenv("HF_ACCESS_TOKEN", None),
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"timeout": int(os.getenv("TIMEOUT", 120)),
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-
}
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"api_searchspace_endpoint": str(os.getenv("DS_API_SEARCHSPACE_ENDPOINT", "/mcp_search_space_routing")),
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"hf_access_token": os.getenv("HF_ACCESS_TOKEN", None),
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"timeout": int(os.getenv("TIMEOUT", 120)),
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}
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# Keycloak Configuration
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KEYCLOAK_CONFIG = {
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"base_url": os.getenv("KEYCLOAK_BASE_URL", "https://training.test.orbitant.dev"),
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"realm": os.getenv("KEYCLOAK_REALM", "orbitant-realm"),
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"client_id": os.getenv("KEYCLOAK_CLIENT_ID", "orbitant-backend-client"),
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"client_secret": os.getenv("KEYCLOAK_CLIENT_SECRET", " "),
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"grant_type": os.getenv("KEYCLOAK_GRANT_TYPE", "password"),
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"username": os.getenv("KEYCLOAK_USERNAME", "admin"),
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"password": os.getenv("KEYCLOAK_PASSWORD", "admin"),
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}
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# Token Endpoint
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TOKEN_ENDPOINT = f"{KEYCLOAK_CONFIG['base_url']}/realms/{KEYCLOAK_CONFIG['realm']}/protocol/openid-connect/token"
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