jcodemunch-mcp icon

jcodemunch-mcp

by jgravelle

communitystdiopypi
2.6kstars|356forks
Works withClaude DesktopCursorVS CodeWindsurf

About

Token-efficient MCP server for source code exploration via tree-sitter AST parsing.

Features

  • Symbol-level code retrieval for GitHub repositories
  • Tree-sitter AST parsing for more precise code context
  • Designed to reduce token usage during AI-assisted exploration
  • Works with MCP-compatible clients such as Claude Code and Cursor

Use Cases

AI coding users

Pull narrow code context into a coding assistant without pasting whole files.

Repository maintainers

Explore unfamiliar GitHub repositories with lower token usage and better symbol targeting.

What This Server Can Do

MCP servers expose three types of capabilities to AI clients. Here's what jcodemunch-mcp supports.

Tools

Supported3 tools

Functions your AI client can call to perform actions — like querying a database, creating a file, or calling an API.

How to use: Tools run automatically when your AI client decides they're needed. Ask your AI assistant to perform a task, and it will invoke the right tool.

Resources

Not available

This server does not expose read-only data resources.

Prompts

Not available

This server does not provide pre-built prompt templates.

For the full list of available tools, resources, and prompts, check the README on GitHub.

Available Tools (3)

search_symbols

Search indexed repositories for matching functions, classes, methods, constants, and other code symbols.

get_symbol_source

Fetch exact source code for a selected symbol instead of loading whole files.

get_blast_radius

Inspect where a symbol is used to understand likely impact before editing code.

Frequently Asked Questions

Mistral AI logo

Frontier AI in your hands

4 Tools5 ModelsFounded 2023Paris, France
View full profile

Tools by Mistral AI

Other AI tools from the same organization.

AI Models by Mistral AI

Large language models from the same organization.

ModelContext WindowPrice (In / Out per M)
Leanstral 1.5Current256KFree / Free
Mistral Small 4Current262K$0.15 / $0.60
Ministral 3 14B 2512Current262K$0.20 / $0.20
Mistral Small CreativeDeprecated33KDeprecated
Devstral 2 2512Deprecated262KDeprecated

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