# code-intelligence-mcp

> Use this tool when you need to efficiently explore and search large Python codebases, as it indexes code using Abstract Syntax Trees (AST) and BM25 algorithms, providing 8 tools for code analysis and discovery. It solves problems such as code navigation, function and variable search, and code understanding, taking in Python code as input and outputting relevant search results and code insights. Ideal for use in software development, debugging, and maintenance contexts.

Canonical page: https://skillsregistry.net/skills/raheesahmed-code-intelligence-mcp  
JSON: https://api.skillsregistry.net/v1/skills/raheesahmed-code-intelligence-mcp

## Description

Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exploration and search.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yni72rebcx)
- **Repository:** <https://github.com/RaheesAhmed/code-intelligence-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": "raheesahmed-code-intelligence-mcp"
    }
  }
}
```

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