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Codemunch Pro

bigjai/codemunch-pro

Gives Claude surgical access to codebases across 10 languages without burning context on full file reads. Exposes 15 tools including tree-sitter AST extraction, hybrid search combining FTS5 and vector embeddings, call graph traversal, and O(1) symbol retrieval via byte-offset seeking. Index local folders or remote GitHub/GitLab repos, then query specific functions, trace who calls what, diff symbol changes for PR review, or search semantically across Python, TypeScript, Rust, Go, Java, C, C++, C#, Ruby, and JavaScript. Stores everything in per-repo SQLite databases with incremental SHA-256 based re-indexing. Reach for this when you need an AI agent to navigate large codebases efficiently or want to map dependencies before refactoring.

GitHub stars: 2
tools: 15
transport: STDIO
last updated: Mar 2, 2026

Tools

15 tools

Public tool metadata for what this MCP can expose to an agent.

index_folderIndex a local directory (incremental, SHA-256 based)

Index a local directory (incremental, SHA-256 based)

No parameter schema in public metadata yet.

index_repoIndex a GitHub/GitLab repo (tarball download, no git needed)

Index a GitHub/GitLab repo (tarball download, no git needed)

No parameter schema in public metadata yet.

list_reposList all indexed repositories with stats

List all indexed repositories with stats

No parameter schema in public metadata yet.

invalidate_cacheForce re-index a repository

Force re-index a repository

No parameter schema in public metadata yet.

file_treeGet directory tree with file counts

Get directory tree with file counts

No parameter schema in public metadata yet.

file_outlineList symbols in a single file

List symbols in a single file

No parameter schema in public metadata yet.

repo_outlineList all symbols in repo (summary)

List all symbols in repo (summary)

No parameter schema in public metadata yet.

get_symbolGet full source of one symbol (O(1) byte seek)

Get full source of one symbol (O(1) byte seek)

No parameter schema in public metadata yet.

get_symbolsBatch get multiple symbols

Batch get multiple symbols

No parameter schema in public metadata yet.

search_symbolsHybrid search (FTS5 + vector RRF)

Hybrid search (FTS5 + vector RRF)

No parameter schema in public metadata yet.

search_textFull-text search in file contents

Full-text search in file contents

No parameter schema in public metadata yet.

get_calleesWhat does this function call?

What does this function call?

No parameter schema in public metadata yet.

get_callersWho calls this function?

Who calls this function?

No parameter schema in public metadata yet.

diff_symbolsWhat changed since last index? (PR review)

What changed since last index? (PR review)

No parameter schema in public metadata yet.

dependency_mapWhat does this file depend on? What depends on it?

What does this file depend on? What depends on it?

No parameter schema in public metadata yet.

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Readme

CodeMunch Pro

Intelligent code indexing MCP server. 15 tools, 10 languages, tree-sitter AST extraction, hybrid search (FTS5 + vector), call graphs, remote repo indexing, incremental indexing.

Save 99% of tokens — get exact function source via byte-offset seek instead of reading entire files.

Install

pip install codemunch-pro

Quick Start

Claude Desktop / Cline

Add to your MCP client config:

{
  "mcpServers": {
    "codemunch-pro": {
      "command": "codemunch-pro"
    }
  }
}

HTTP Server

codemunch-pro --transport streamable-http --port 5002

15 MCP Tools

View the full README on GitHub

Details

Repository: github.com/bigjai/codemunch-pro
Category: Search & Web Crawling
Package: codemunch-pro
Transport: STDIO
Registry: MCP registry, active

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