stackoverflow-mcp-server

A python mcp server for stackoverflow

2 stars PythonServers & Infrastructure Updated Jul 1, 2025

Documentation

This Model Context Protocol (MCP) server enables AI assistants like Claude to search and access Stack Overflow content through a standardized protocol, providing seamless access to programming solutions, error handling, and technical knowledge.

> [!NOTE]

> The Stack Overflow MCP Server is currently in Beta. We welcome your feedback and encourage you to report any bugs by opening an issue.

Features

🔍 Multiple Search Methods: Search by query, error message, or specific question ID
📊 Advanced Filtering: Filter results by tags, score, accepted answers, and more
🧩 Stack Trace Analysis: Parse and find solutions for error stack traces
📝 Rich Formatting: Get results in Markdown or JSON format
💬 Comments Support: Optionally include question and answer comments
⚡ Rate Limiting: Built-in protection to respect Stack Exchange API quotas

Example Prompts and Use Cases

Here are some example prompts you can use with Claude when the Stack Overflow MCP server is integrated:

Tool	Example Prompt	Description
`search_by_query`	"Search Stack Overflow for Django pagination best practices"	Finds the most relevant questions and answers about Django pagination techniques
`search_by_query`	"Find Python asyncio examples with tags python and asyncio"	Searches for specific code examples filtering by multiple tags
`search_by_error`	"Why am I getting 'TypeError: object of type 'NoneType' has no len()' in Python?"	Finds solutions for a common Python error
`get_question`	"Get Stack Overflow question 53051465 about React hooks"	Retrieves a specific question by ID, including all answers
`analyze_stack_trace`	"Fix this error: ReferenceError: useState is not defined at Component in javascript"	Analyzes JavaScript error to find relevant solutions
`advanced_search`	"Find highly rated answers about memory leaks in C++ with at least 10 upvotes"	Uses advanced filtering to find high-quality answers

Prerequisites

Before using this MCP server, you need to:

1. Get a Stack Exchange API key (see below)

2. Have Python 3.10+ installed

3. Install uv (recommended)

Getting a Stack Exchange API Key

To use this server effectively, you'll need a Stack Exchange API key:

1. Go to Stack Apps OAuth Registration

2. Fill out the form with your application details:

3. Submit the form

4. Copy your API Key (shown as "Key" on the next page)

This API key is not considered a secret and may be safely embedded in client-side code or distributed binaries. It simply allows you to receive a higher request quota when making requests to the Stack Exchange API.

Installation

Installing from PyPI

Stackoverflow PyPI page

bash

# Using pip
pip install stackoverflow-mcp

# OR Using uv
uv venv
uv pip install stackoverflow-mcp

# OR using uv wihtout an venv
uv pip install stackoverflow-mcp --system

Installing from Source

bash

# Clone the repository
git clone https://github.com/yourusername/stackoverflow-mcp-server.git
cd stackoverflow-mcp-server

# Install with uv
uv venv
uv pip install -e .

Adding to Claude Desktop

To run the Stack Overflow MCP server with Claude Desktop:

1. Download Claude Desktop.

2. Launch Claude and navigate to: Settings > Developer > Edit Config.

3. Update your `claude_desktop_config.json` file with the following configuration:

json

{
  "mcpServers": {
    "stack-overflow": {
      "command": "uv",
      "args": ["run", "-m", "stackoverflow_mcp"],
      "env": {
        "STACK_EXCHANGE_API_KEY": "your_API_key"
      }
    }
  }
}

You can also specify a custom directory:

json

{
  "mcpServers": {
    "stack-overflow": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/stackoverflow-mcp-server",
        "run",
        "main.py"
      ],
      "env": {
        "STACK_EXCHANGE_API_KEY": "your_api_key_here"
      }
    }
  }
}

Configuration

Environment Variables

The server can be configured using these environment variables:

bash

# Required
STACK_EXCHANGE_API_KEY=your_api_key_here

# Optional
MAX_REQUEST_PER_WINDOW=30     # Maximum requests per rate limit window
RATE_LIMIT_WINDOW_MS=60000    # Rate limit window in milliseconds (1 minute)
RETRY_AFTER_MS=2000           # Delay after hitting rate limit

Using a .env File

You can create a `.env` file in the project root:

code

STACK_EXCHANGE_API_KEY=your_api_key_here
MAX_REQUEST_PER_WINDOW=30
RATE_LIMIT_WINDOW_MS=60000
RETRY_AFTER_MS=2000

Usage

Available Tools

The Stack Overflow MCP server provides the following tools:

1. search_by_query

Search Stack Overflow for questions matching a query.

code

Parameters:
- query: The search query
- tags: Optional list of tags to filter by (e.g., ["python", "pandas"])
- excluded_tags: Optional list of tags to exclude
- min_score: Minimum score threshold for questions
- has_accepted_answer: Whether questions must have an accepted answer
- include_comments: Whether to include comments in results
- response_format: Format of response ("json" or "markdown")
- limit: Maximum number of results to return

2. search_by_error

Search Stack Overflow for solutions to an error message.

code

Parameters:
- error_message: The error message to search for
- language: Programming language (e.g., "python", "javascript")
- technologies: Related technologies (e.g., ["react", "django"])
- min_score: Minimum score threshold for questions
- include_comments: Whether to include comments in results
- response_format: Format of response ("json" or "markdown")
- limit: Maximum number of results to return

3. get_question

Get a specific Stack Overflow question by ID.

code

Parameters:
- question_id: The Stack Overflow question ID
- include_comments: Whether to include comments in results
- response_format: Format of response ("json" or "markdown")

4. analyze_stack_trace

Analyze a stack trace and find relevant solutions on Stack Overflow.

code

Parameters:
- stack_trace: The stack trace to analyze
- language: Programming language of the stack trace
- include_comments: Whether to include comments in results
- response_format: Format of response ("json" or "markdown")
- limit: Maximum number of results to return

5. advanced_search

Advanced search for Stack Overflow questions with many filter options.

code

Parameters:
- query: Free-form search query
- tags: List of tags to filter by
- excluded_tags: List of tags to exclude
- min_score: Minimum score threshold
- title: Text that must appear in the title
- body: Text that must appear in the body
- answers: Minimum number of answers
- has_accepted_answer: Whether questions must have an accepted answer
- sort_by: Field to sort by (activity, creation, votes, relevance)
- include_comments: Whether to include comments in results
- response_format: Format of response ("json" or "markdown")
- limit: Maximum number of results to return

Development

This section is for contributors who want to develop or extend the Stack Overflow MCP server.

Setting Up Development Environment

bash

# Clone the repository
git clone https://github.com/yourusername/stackoverflow-mcp-server.git
cd stackoverflow-mcp-server

# Install dev dependencies
uv pip install -e ".[dev]"

Running Tests

bash

# Run all tests
pytest

# Run specific test modules
pytest tests/test_formatter.py
pytest tests/test_server.py

# Run tests with coverage report
pytest --cov=stackoverflow_mcp

Project Structure

code

stackoverflow-mcp-server/
├── stackoverflow_mcp/          # Main package
│   ├── __init__.py
|   |── __main__.py             # Entry point
│   ├── api.py                  # Stack Exchange API client
│   ├── env.py                  # Environment configuration
│   ├── formatter.py            # Response formatting utilities
│   ├── server.py               # MCP server implementation
│   └── types.py                # Data classes
├── tests/                      # Test suite
│   ├── api/
│   │   └── test_search.py      # API search tests
│   ├── test_formatter.py       # Formatter tests
│   ├── test_general_api_health.py  # API health tests
│   └── test_server.py          # Server tests
├── pyproject.toml              # Package configuration
├── api_query.py                # testing stackexchange outside of MCP context
├── LICENSE                     # License file
└── README.md                   # This file

Contributing

Contributions are welcome! Here's how you can contribute:

1. Fork the repository

2. Create a feature branch: `git checkout -b feature/my-feature`

3. Commit your changes: `git commit -am 'Add new feature'`

4. Push to the branch: `git push origin feature/my-feature`

5. Submit a pull request

Please make sure to update tests as appropriate and follow the project's coding style.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Stack Overflow MCP Server: AI-accessible programming knowledge

[python-badge]: https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue.svg

[python-url]: https://www.python.org/downloads/

[license-badge]: https://img.shields.io/badge/license-MIT-green.svg

[license-url]: LICENSE

Frequently asked questions

What is stackoverflow-mcp-server?

stackoverflow-mcp-server is A python mcp server for stackoverflow

How do I install stackoverflow-mcp-server?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is stackoverflow-mcp-server open source?

Yes — it is hosted on GitHub at https://github.com/CodexVeritax/stackoverflow-mcp-server and has 2 stars.

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