Open-Source MCP servers

Matching MCP servers:

• Code Graph Context

  drewdrewH

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  Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

  Last updated -

  86

  3

  MIT License

• MCP Code Executor

  bazinga012

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  Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.

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  204

  MIT License

• Code Knowledge MCP Server

  davidvc

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  Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.

  Last updated -

  19

• Smart Code Reviewer

  renjismzy

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  Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.

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  5

  MIT License

• Code Summarizer MCP

  nicobailon

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  security

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  Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.

  Last updated -

  5

• Code Context Provider MCP

  AB498

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  Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.

  Last updated -

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  102

  20

  MIT License