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jcodemunch-mcp

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jgravelle/jcodemunch-mcp

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

GraphCanon updated today · GitHub synced today

2.0k

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302

Forks

1

Open issues

17

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1d

Last push

Python OtherCreated Feb 9, 2026

Trust & integrity

Maintenance: Very active (0d since push); As of today · Source: github_public_v1
Provenance: Not a fork · Personal account; As of today · Source: github_public_v1
Security (OSV): No lockfile; As of today · Source: none

Public GitHub metadata and optional OSV dependency scans. Signals, not a guarantee. Trust methodology.

Overview

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.

Capability facts

Languages: python
Source: github.language · Jul 11, 2026

Categories

LLM Frameworks Model Training Developer Tools

Tags

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

Explore

jcodemunch-mcp alternatives →Trust report →LLM Frameworks category →All comparisons Stack workflows Trending tools

Trust & health

MaintenanceVery active

AdoptionEstablished

Graph connectivityIsolated

SecurityNo lockfile

Provenance

Personal account (GitHub heuristic)
Computed today

Full trust report Trust report (JSON)

Methodology: public GitHub data (github_public_v1). Signals, not a guarantee. Trust methodology.

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Install

pip install jcodemunch-mcp

For agents

This page has a .md twin and JSON over the API.

/tools/jgravelle-jcodemunch-mcp.md GET /api/graphcanon/tools/jgravelle-jcodemunch-mcp GET /api/graphcanon/graph?tool=jgravelle-jcodemunch-mcp