jcodemunch-mcp

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.

ai-coding ai-tools ast claude claude-code code-intelligence code-retrieval context-window cursor developer-tools

Quick Facts

Stars	1,987
Forks	301
Language	Python
Category	MCP Server
Quality Score	65.9198418756812/100
Last Updated	2026-07-07
Created	2026-02-09
Platforms	claude-code, cli, mcp, python
Est. Tokens	~15k

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 Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens s. It is categorized as a MCP Server with 2.0k GitHub stars.

What programming language is jcodemunch-mcp written in?

jcodemunch-mcp is primarily written in Python. It covers topics such as ai-coding, ai-tools, ast.

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 2.0k stars and 301 forks, indicating an active community.

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