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• mcp-code-context

  achatainga

  A

  license

  B

  quality

  A

  maintenance

  Enables LLMs to efficiently read, write, and refactor code using precise AST-based operations, reducing token usage and context window waste.

  Updated a month ago (2026-07-17 21:47 UTC)

  25

  57

  3

  MIT

• XRAY MCP

  srijanshukla18

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

  Updated 9 months ago (2025-12-11 12:41 UTC)

  4

  52

  MIT

• MCP Filesystem Server

  williamRR

  A

  license

  -Not graded

  quality

  D

  maintenance

  Provides LLM-optimized tools for advanced code analysis, repository complexity evaluation, and call graph generation. It enables users to visualize directory structures, detect code patterns, and build semantic context with significant token savings.

  Updated 5 months ago (2026-04-09 08:56 UTC)

  11

  MIT

• repocontext

  ILoveMyJay

  A

  license

  -Not graded

  quality

  C

  maintenance

  Next-gen AST codebase map, token compression (70%~85% savings), and context packaging engine for AI coding agents & IDEs.

  Updated 7 days ago (2026-08-21 02:31 UTC)

  MIT

• mcp-repo-graph

  James-Chahwan

  A

  license

  A

  quality

  C

  maintenance

  Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

  Updated 2 months ago (2026-07-08 14:10 UTC)

  6

  14

  MIT

• codebase-rag

  Ar-maan05

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.

  Updated a month ago (2026-07-21 19:03 UTC)

  1

  MIT