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• 

  @aiready/ast-mcp-serverofficial

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  A

  license

  -Not graded

  quality

  D

  maintenance

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• codegraph-mcp

  chainchen1103

  F

  license

  -Not graded

  quality

  B

  maintenance

  Provides efficient code navigation and graph-based analysis for AI agents, enabling symbol resolution, callers, implementations, and type schemas with minimal token usage.

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• codebase-rag

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  A

  license

  -Not graded

  quality

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  maintenance

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• rpg-encoder

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  A

  license

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  quality

  C

  maintenance

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• mcp-codebase-intelligence

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  A

  license

  -Not graded

  quality

  C

  maintenance

  Provides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.

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• Axon

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  quality

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  maintenance

  A graph-powered code intelligence engine that indexes codebases into a structural knowledge graph to provide AI agents with deep context on function calls, types, and execution flows. It offers local, zero-dependency tools for hybrid search, impact analysis, and dead code detection across Python, JavaScript, and TypeScript projects.

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