# rag-mcp-server

> rag-mcp-server — weitingyen168-rag-mcp-server. Use this tool when you need to enable AI assistants to search and retrieve relevant document passages based on keywords or semantic meaning. It solves problems of information retrieval and document understanding by providing a server-based interface for querying local document sets. The tool accepts search queries as input and returns grounded passages as output, making it ideal for use cases requiring efficient document search and retrieval.

Canonical page: https://skillsregistry.net/skills/weitingyen168-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/weitingyen168-rag-mcp-server

## Description

RAG document search MCP server that allows AI assistants to search a local document set and retrieve grounded passages via keyword (SQLite FTS5) or semantic (Chroma) backends.

## 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:** database
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rhnhse3ccs)
- **Repository:** <https://github.com/weitingyen168/rag-mcp-server>

## 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": "weitingyen168-rag-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/weitingyen168-rag-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/weitingyen168-rag-mcp-server/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