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jcodemunch-mcp

jcodemunch-mcp is an MCP server, listed under version control. It reaches github. Its repository has 2,796 GitHub stars and is licensed under NOASSERTION; we last read it on 2026-10-22.

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 saved.

Install

Read from jcodemunch-mcp’s own README, close to verbatim -- not written by us, and not guessed.

pip install jcodemunch-mcp

What it reaches, and what it needs

Reaches
github
Credential
○ none found

What it connects to

Supported in
Claude Code, Cursor

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

Maintenance

Stars
2796
State
listed
Licence
NOASSERTION
From the repository

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 saved.

jcodemunch-mcp compared with similar servers

jcodemunch-mcp compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
jcodemunch-mcp (this page)githubNone listed2,7962026-10-22NOASSERTION
mcp-proxygithub(1 shared)API_ACCESS_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN2,8052026-10-14MIT
cve-mcp-serverabuseipdb, github, greynoise, nvd, shodan, urlscan, virustotal, vulncheck(1 shared)ABUSEIPDB_KEY, GITHUB_TOKEN, GREYNOISE_API_KEY, NVD_API_KEY, SHODAN_KEY, URLSCAN_KEY, VIRUSTOTAL_KEY, VULNCHECK_TOKEN1,6332026-10-01Apache-2.0
idea-reality-mcpgithub(1 shared)GITHUB_TOKEN8282026-09-18MIT
MarkuprPlusgithub(1 shared)GITHUB_TOKEN802026-10-18MIT
mcp-bridge-apigithub, slack(1 shared)GITHUB_TOKEN, SLACK_BOT_TOKEN692026-09-18NOASSERTION

Ranked by services in common with jcodemunch-mcp, then by stars. Figures are from each repository when we last read it.

Common questions about jcodemunch-mcp

What does jcodemunch-mcp do?
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 saved.
How do I install jcodemunch-mcp?
Its own README gives this command: pip install jcodemunch-mcp. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does jcodemunch-mcp connect to, and what does it need?
It reaches github.
Which AI clients can use jcodemunch-mcp?
Its own description mentions Claude Code and Cursor. That is a mention in its description, not a test we ran.
Is jcodemunch-mcp official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 2,796 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-22.
What licence does jcodemunch-mcp use?
The repository declares the NOASSERTION licence.

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