# mcp-local-rag

> mcp-local-rag — damoqiongqiu-mcp-local-rag. Use this tool when you need to perform semantic code search and gain code intelligence without relying on cloud services or API keys. It solves problems related to pinpointing specific functions, classes, and APIs within codebases, using AST-level chunking and hybrid search. Ideal for developers seeking a self-contained, zero-setup solution for local code exploration and discovery.

Canonical page: https://skillsregistry.net/skills/damoqiongqiu-mcp-local-rag  
JSON: https://api.skillsregistry.net/v1/skills/damoqiongqiu-mcp-local-rag

## Description

A fully local RAG MCP server for semantic code search and code intelligence, using AST-level chunking and hybrid search to pinpoint functions, classes, and APIs. No cloud, no API keys, zero setup.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ie5mqjmumj)
- **Repository:** <https://github.com/damoqiongqiu/mcp-local-rag>

## 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": "damoqiongqiu-mcp-local-rag"
    }
  }
}
```

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