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code-research-mcp-server

MCP.Pizza Chef: nahmanmate

The code-research-mcp-server is an MCP server that integrates multiple developer platforms like Stack Overflow, MDN Web Docs, GitHub, npm, and PyPI. It enables LLMs to search and access programming questions, code examples, documentation, and package information in real time, streamlining developer workflows and enhancing code research capabilities.

Use This MCP server To

Search Stack Overflow for programming questions and answers Retrieve web development documentation from MDN Web Docs Search GitHub repositories and code snippets Lookup JavaScript packages on npm registry Find Python packages on PyPI index Aggregate multi-platform programming resources for LLMs Enable real-time code example retrieval during development Support automated code research and documentation lookup

README

Code Research MCP Server

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A Model Context Protocol server that provides tools for searching and accessing programming resources across multiple platforms. This server integrates with popular developer platforms to help LLMs find relevant code examples, documentation, and packages.

Code Research Server MCP server

Features

Integrated Platforms

  • Stack Overflow - Programming Q&A
  • MDN Web Docs - Web development documentation
  • GitHub - Code and repository search
  • npm - JavaScript package registry
  • PyPI - Python package index

Tools

search_stackoverflow

Search Stack Overflow for programming questions and answers.

  • Parameters:
    • query (required): Search query string
    • limit (optional): Maximum results (1-10, default: 5)
  • Returns: Formatted list of questions with scores, answer counts, and excerpts
  • Results are cached for 1 hour
search_mdn

Search MDN Web Docs for web development documentation.

  • Parameters:
    • query (required): Search query string
  • Returns: Top 5 MDN documentation matches with summaries and links
  • Results are cached for 1 hour
search_github

Search GitHub for both repositories and code examples.

  • Parameters:
    • query (required): Search query string
    • language (optional): Filter by programming language
    • limit (optional): Maximum results per category (1-10, default: 5)
  • Returns: Two sections:
    1. Top repositories sorted by stars
    2. Relevant code files with repository context
  • Results are cached for 1 hour
search_npm

Search npm registry for JavaScript packages.

  • Parameters:
    • query (required): Search query string
    • limit (optional): Maximum results (1-10, default: 5)
  • Returns: Package information including version, description, and download stats
  • Results are cached for 1 hour
search_pypi

Search PyPI for Python packages.

  • Parameters:
    • query (required): Search query string
  • Returns: Detailed package information including version, author, and links
  • Results are cached for 1 hour
search_all

Search all platforms simultaneously for comprehensive results.

  • Parameters:
    • query (required): Search query string
    • limit (optional): Maximum results per platform (1-5, default: 3)
  • Returns: Combined results from all platforms:
    1. Stack Overflow questions and answers
    2. MDN documentation
    3. GitHub repositories and code
    4. npm packages
    5. PyPI packages
  • Results are cached for 1 hour
  • Note: Executes all searches in parallel for faster response

Requirements

  • Node.js >= 20.11.0
  • npm >= 10.0.0
  • Optional: GitHub personal access token for higher API rate limits

Installation

Installing via Smithery

To install Code Research Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @nahmanmate/code-research-mcp-server --client claude

Manual Installation

  1. Clone the repository and install dependencies:
git clone https://github.com/nahmanmate/code-research-mcp-server.git
cd code-research-server
npm install
  1. Build the server:
npm run build
  1. Configure MCP Settings:

Add the server configuration to your MCP settings file:

  • VSCode: ~/.vscode-server/data/User/globalStorage/rooveterinaryinc.roo-cline/settings/cline_mcp_settings.json
  • Claude Desktop:
    • MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "code-research": {
      "command": "node",
      "args": ["/absolute/path/to/code-research-mcp-server/build/index.js"],
      "env": {
        "GITHUB_TOKEN": "your_github_token"  // Optional: Prevents rate limiting
      },
      "disabled": false,
      "alwaysAllow": []
    }
  }
}

Note: Replace /absolute/path/to with the actual path where you cloned the repository.

Development

Running in Development Mode

For development with auto-rebuild on changes:

npm run watch

Error Handling

The server implements robust error handling:

  • API-specific error messages for each platform
  • Rate limit handling for GitHub API
  • Graceful fallbacks for service unavailability
  • Cached responses to reduce API load

Debugging

Since MCP servers communicate over stdio, debugging can be challenging. Use the MCP Inspector for detailed request/response monitoring:

npm run inspector

The Inspector provides:

  • Real-time request/response monitoring
  • Tool execution tracing
  • Error stack traces
  • Performance metrics

Visit the provided URL in your browser to access the debugging interface.

Caching

Results are cached using node-cache:

  • Default TTL: 1 hour
  • Separate cache keys per query/limit combination
  • Platform-specific caching strategies
  • Memory-efficient storage

Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Commit your changes
  4. Push to the branch
  5. Create a Pull Request

License

AGPLv3

code-research-mcp-server FAQ

How does the code-research-mcp-server integrate multiple platforms?
It connects to APIs of Stack Overflow, MDN, GitHub, npm, and PyPI to provide unified search results.
Can I customize which platforms the server searches?
Yes, you can configure the server to enable or disable specific platform integrations based on your needs.
Does this server support real-time updates from the platforms?
It fetches live data via APIs, ensuring up-to-date programming resources and package info.
Is authentication required to access these platforms through the server?
Some platforms may require API keys or tokens; the server supports secure credential management.
Can this server be used with any LLM provider?
Yes, it is provider-agnostic and works with OpenAI, Anthropic Claude, Google Gemini, and others.
How does the server handle rate limits from external APIs?
It includes built-in rate limiting and caching mechanisms to manage API usage efficiently.
What programming languages are supported for package lookups?
Primarily JavaScript (npm) and Python (PyPI), with potential for extension.
How do I deploy the code-research-mcp-server?
It can be deployed as a lightweight service with standard MCP client-server architecture.