# RAG Database with Model Context Protocol (MCP) Server

> Use this tool when you need to enable AI assistants to search and query local PDF documents using natural language. It solves the problem of accessing and retrieving information from large document collections by allowing AI models to search through vector embeddings. The RAG Database with Model Context Protocol (MCP) Server takes in natural language queries as input and outputs relevant document results, making it ideal for use cases where local document search and retrieval are necessary.

Canonical page: https://skillsregistry.net/skills/vasanthsreeram-rag-mcp-hcsrl  
JSON: https://api.skillsregistry.net/v1/skills/vasanthsreeram-rag-mcp-hcsrl

## Description

Enables AI assistants like Claude, ChatGPT, and Gemini to search and query local PDF documents using natural language through vector embeddings and the MCP protocol.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yt64zul7b1)
- **Repository:** <https://github.com/Human-center/RAG-MCP-HCSRL>

## 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": "vasanthsreeram-rag-mcp-hcsrl"
    }
  }
}
```

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