# Codebase Intelligence MCP Server

> Codebase Intelligence MCP Server — s-naruka-mcp. Use this tool when you need to analyze and understand complex Python codebases, as it provides hybrid code search, file context, and dependency tracing capabilities. It indexes local code into a SQLite graph, enabling features like lazy explanations and version-aware symbol history. Ideal for development and maintenance tasks, this tool helps solve problems related to code comprehension, navigation, and debugging.

Canonical page: https://skillsregistry.net/skills/s-naruka-mcp  
JSON: https://api.skillsregistry.net/v1/skills/s-naruka-mcp

## Description

An MCP server that indexes a local Python codebase into a SQLite graph for hybrid code search, file context, lazy explanations, dependency traces, and version-aware symbol history.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/f54hrhq8lz)
- **Repository:** <https://github.com/S-naruka/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": "s-naruka-mcp"
    }
  }
}
```

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