# MCP Codebase Index

> Use this tool when you need to efficiently search and navigate large codebases across multiple programming languages. The MCP Codebase Index solves problems of code discovery, reuse, and maintenance by providing semantic search capabilities and real-time file monitoring. It takes in code files as input and outputs relevant search results, making it ideal for use cases such as debugging, refactoring, and knowledge sharing among developers.

Canonical page: https://skillsregistry.net/skills/ngotaico-mcp-codebase-index  
JSON: https://api.skillsregistry.net/v1/skills/ngotaico-mcp-codebase-index

## Description

Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** scanned
- **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/g52e40fbtv)
- **Repository:** <https://github.com/NgoTaiCo/mcp-codebase-index>

## 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": "ngotaico-mcp-codebase-index"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ngotaico-mcp-codebase-index` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ngotaico-mcp-codebase-index/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