# MCP Codebase Symbols Server

> Use this tool when you need to efficiently analyze and understand large codebases across multiple programming languages. It solves the problem of manual code review and AI processing overhead by extracting symbols into a LLM-optimized markdown format. The tool takes in codebases as input and outputs extracted symbols, making it ideal for use cases where AI assistants require a comprehensive understanding of project structures without processing full source code.

Canonical page: https://skillsregistry.net/skills/klimadev-mycodekit-mcp  
JSON: https://api.skillsregistry.net/v1/skills/klimadev-mycodekit-mcp

## Description

Analyzes codebases and extracts all symbols (functions, classes, methods, interfaces, etc.) from 10+ programming languages into LLM-optimized markdown format. Enables AI assistants to understand entire project structures efficiently without processing full source code.

## Trust

- **Trust score (0–1):** 0.93
- **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/n0n1r2xds3)
- **Repository:** <https://github.com/klimadev/MyCodeKit-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": "klimadev-mycodekit-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/klimadev-mycodekit-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/klimadev-mycodekit-mcp/pull`

---
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