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MikeRecognex/mcp-codebase-index

by Various

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

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MikeRecognex/mcp-codebase-index

Added 1 June 2026

#ai-coding #ast-parser #claude-code #code-analysis #code-navigation #codebase-indexer #dependency-graph #mcp

Overview

Provides 17 MCP query tools for navigating codebases. It can find functions, classes, imports, dependency graphs, and change impact. The tool has zero dependencies and claims an 87% token reduction.

Best for

Best for
Developers working with Python codebases who need structured code navigation via MCP

Use cases

  • Navigating large codebases quickly
  • Analyzing dependency graphs
  • Assessing change impact before refactoring

Notes

Provides 17 MCP query tools for navigating codebases. It can find functions, classes, imports, dependency graphs, and change impact. The tool has zero dependencies and claims an 87% token reduction.

53 stars on GitHub. Last updated 2026-02-28. Licensed AGPL-3.0.

Use cases

  • Navigating large codebases quickly
  • Analyzing dependency graphs
  • Assessing change impact before refactoring

Pros

  • Zero dependencies simplifies setup
  • Covers multiple navigation needs with 17 tools
  • Token reduction can lower LLM costs

Cons

  • Limited community adoption with 53 stars
  • Python only, not language-agnostic
  • Requires an MCP client to use

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Zero dependencies simplifies setup
  • Covers multiple navigation needs with 17 tools
  • Token reduction can lower LLM costs

Cons

  • Limited community adoption with 53 stars
  • Python only, not language-agnostic
  • Requires an MCP client to use

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