# MCP RAG Assistant

> MCP RAG Assistant — 1jelly7-mcp-rag-project. Use this tool when you need to generate text based on relevant information retrieved from a database or file system, and integrate with OpenAI models for advanced natural language processing capabilities. It solves problems related to information retrieval, document access, and text generation, providing a comprehensive interface for vector search, MySQL storage, and file system operations. Ideal for applications requiring dynamic content creation, data-driven writing, and automated document processing.

Canonical page: https://skillsregistry.net/skills/1jelly7-mcp-rag-project  
JSON: https://api.skillsregistry.net/v1/skills/1jelly7-mcp-rag-project

## Description

Enables RAG (Retrieval-Augmented Generation) with tools for vector search, document access, and OpenAI integration, plus MySQL storage and file system operations via MCP.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/oc3zfirijt)
- **Repository:** <https://github.com/1jelly7/MCP_RAG_project>

## 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": "1jelly7-mcp-rag-project"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/1jelly7-mcp-rag-project` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/1jelly7-mcp-rag-project/pull`

---
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