# RAG Notes Search MCP Server

> RAG Notes Search MCP Server — rohith0224-rag-mcp-server. Use this tool when you need to semantically search personal study notes and retrieve relevant content to synthesize grounded answers. It solves problems of information retrieval and knowledge synthesis by exposing a vector search interface that AI agents like Claude Desktop can call. The tool takes in search queries as input and outputs relevant note content, making it ideal for use cases where users need to quickly find and connect related ideas within their notes.

Canonical page: https://skillsregistry.net/skills/rohith0224-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/rohith0224-rag-mcp-server

## Description

Enables semantic search over personal study notes by exposing a vector search tool that Claude Desktop can call to retrieve relevant note content and synthesize grounded answers.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ao36z7cepm)
- **Repository:** <https://github.com/rohith0224/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": "rohith0224-rag-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rohith0224-rag-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rohith0224-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