# jCodemunch MCP

> Use this tool when you need to efficiently explore and parse code in multiple programming languages, as it provides token-efficient code analysis via tree-sitter AST parsing, supporting 25+ languages with 95%+ token savings, and is ideal for use cases requiring fast and accurate code comprehension. It takes in code snippets as input and outputs parsed abstract syntax trees, enabling applications such as code optimization and analysis. Suitable for contexts where code parsing speed and accuracy are critical.

Canonical page: https://skillsregistry.net/skills/io-github-jgravelle-jcodemunch-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-jgravelle-jcodemunch-mcp

## Description

Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.8.6
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.jgravelle%2Fjcodemunch-mcp)
- **Repository:** <https://github.com/jgravelle/jcodemunch-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-github-jgravelle-jcodemunch-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-jgravelle-jcodemunch-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-jgravelle-jcodemunch-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt