# MCP Codebase Analyzer

> MCP Codebase Analyzer — kilqwe-mcp-code-explorer. Use this tool when you need to efficiently analyze and understand complex codebases, reducing token usage and improving performance. The MCP Codebase Analyzer enables structural exploration of code via outlines, function sources, imports, and complexity analysis, among other features. It is ideal for use cases where raw file ingestion is impractical, providing a more streamlined and effective interface for LLMs to process code.

Canonical page: https://skillsregistry.net/skills/kilqwe-mcp-code-explorer  
JSON: https://api.skillsregistry.net/v1/skills/kilqwe-mcp-code-explorer

## Description

Enables LLMs to explore codebases structurally via MCP tools for outlines, function sources, imports, complexity, git changes, and dead code detection, reducing token usage by avoiding raw file ingestion.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/e46x63jtly)
- **Repository:** <https://github.com/kilqwe/MCP-Code-Explorer>

## 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": "kilqwe-mcp-code-explorer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kilqwe-mcp-code-explorer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kilqwe-mcp-code-explorer/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