jcodemunch-mcp

by jgravelle · MCP Server · ★ 1.8k

About jcodemunch-mcp

Quickstart - https://github.com/jgravelle/jcodemunch-mcp/blob/main/QUICKSTART.md FREE FOR PERSONAL USE Use it to make money, and Uncle J. gets a taste. Fair enough? details Cut code-reading token usage by 95% or more Most AI agents explore repositories the expensive way: open entire files → skim thousands of irrelevant lines → repeat. That is not “a little inefficient.” That is a token incinerator.

claudeclaude-codeserenatokentoken-savingstokens

Quick Facts

Stars1,842
Forks287
LanguagePython
CategoryMCP Server
Quality Score51.32/100
Open Issues2
Last Updated2026-05-20
Created2026-02-09
Platformsclaude-code, mcp, python
Est. Tokens~575k

Compatible Skills

These tools work well together with jcodemunch-mcp for enhanced workflows:

  • openai-auto-register — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • claw-compactor — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
  • claude-code-usage-bar — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (50%)
  • token-optimizer — semantic(0.29)+complementary+same_lang+shared_platform (50%)

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Frequently Asked Questions

What is jcodemunch-mcp?

jcodemunch-mcp is The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing. It is categorized as a MCP Server with 1.8k GitHub stars.

What programming language is jcodemunch-mcp written in?

jcodemunch-mcp is primarily written in Python. It covers topics such as claude, claude-code, serena.

How do I install or use jcodemunch-mcp?

You can find installation instructions and usage details in the jcodemunch-mcp GitHub repository at github.com/jgravelle/jcodemunch-mcp. The project has 1.8k stars and 287 forks, indicating an active community.

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