# Code Summarizer MCP

> Use this tool when you need to efficiently analyze and understand codebase content without manual effort. The Code Summarizer MCP solves the problem of tedious code review by providing structured access to code files through a Model Context Protocol server. It takes in code files as input and outputs concise summaries, ideal for use cases where LLM tools like Claude Desktop and Cursor AI require automated code analysis.

Canonical page: https://skillsregistry.net/skills/nicobailon-code-summarizer  
JSON: https://api.skillsregistry.net/v1/skills/nicobailon-code-summarizer

## Description

Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.

## Trust

- **Trust score (0–1):** 0.84
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/b8xs0gvpqv)
- **Repository:** <https://github.com/nicobailon/code-summarizer>

## 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": "nicobailon-code-summarizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nicobailon-code-summarizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nicobailon-code-summarizer/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