{"id":"b804bbf6-881d-4e8b-b818-d47bd187d4ac","shortId":"fNGArV","kind":"skill","title":"Navigate indexed codebases through symbol-first MCP retrieval with jCodeMunch MCP","tagline":"Use jCodeMunch MCP when an agent needs precise symbol lookups, outlines, call-graph context, and targeted source retrieval instead of brute-reading whole files across a large repository.","description":"# Navigate indexed codebases through symbol-first MCP retrieval with jCodeMunch MCP\n\nUse jCodeMunch MCP when an agent needs precise symbol lookups, outlines, call-graph context, and targeted source retrieval instead of brute-reading whole files across a large repository.\n\n## Prerequisites\n\nMCP-compatible agent, jCodeMunch MCP server, repository access\n\n## Installation\n\nRequirements and caveats from upstream:\n- [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/jcodemunch-mcp)](https://pypi.org/project/jcodemunch-mcp/)\n- **Commercial use requires a paid license.**\n- Free packs require no license. Licensed packs require a [jCodeMunch license](https://j.gravelle.us/jCodeMunch/#pricing). Use --force to re-download an already-installed pack.\n\nBasic usage or getting-started notes:\n- A crapload of detailed info: http://jcodemunch.com/\n- **Live OSS code-health observatory** — weekly six-axis health snapshots\n- of Express, FastAPI, Gin, Pydantic, Django, Flask, NestJS, Cobra, and\n\n- Source: https://github.com/jgravelle/jcodemunch-mcp\n- Extracted from upstream docs: https://raw.githubusercontent.com/jgravelle/jcodemunch-mcp/HEAD/README.md\n\n## Documentation\n\n- https://j.gravelle.us/jCodeMunch\n\n## Source\n\n- [Agent Skill 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