jcodemunch-mcp

MCP serverDev tools

Lets your agent explore and summarize codebases efficiently, cutting token usage when reading code in 70+ languages.

Unavailable. This server has no hosted endpoint yet, so ahel can't serve it.

Connect ahel once, and every AI you use reads what you have installed.

About this capability

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

Signals

GitHub stars
3k
Forks
366
Last commit
Sep 2026
Advanced
Delivery
jcodemunch-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-jgravelle-jcodemunch-mcp
Source
github.com/jgravelle/jcodemunch-mcp