Jcodemunch Mcp

jCodeMunch MCP is a Model Context Protocol server that gives AI coding agents precise code retrieval. Instead of reading whole files into the context window, an agent asks for the exact function, class or constant it needs, which the vendor says cuts code reading tokens by about 95 percent in its measured benchmark of 15 tasks across three repositories. The server is model agnostic and works with any MCP compatible client, including Claude Code, Cursor, Antigravity, Gemini, Windsurf and Codex. The vendor describes retrieval as symbol based and constant time, and it publishes a benchmark against the FastAPI codebase that models cost on a 214,000 token repository, priced at $5.00 per million input tokens. It also sells companion tools for documents and data, named jDocMunch and jDataMunch. The site collects anonymous install counters and describes how to opt out. The tool is built for developers and engineering teams that run AI agents against large repositories and want to reduce token spend, and for open source maintainers who want contributors to explore a codebase efficiently with agents. Installation is free. Commercial licenses are published in three tiers. Builder covers one developer at $99 for a bundle of the three tools, or $79 for jCodeMunch alone. Studio covers up to five developers at $449 for the bundle, or $349 for jCodeMunch alone. Platform covers company wide use at $2,499 for the whole suite. The vendor also offers a guarantee that a customer does not pay if the tool does not pay for itself.