# RAG MCP Gateway

> Use this tool when you need to streamline access to multiple MCP servers and enable natural language search for tools, allowing clients to discover and utilize tools through semantic queries. It solves problems of tool discovery and access by aggregating downstream servers and providing a unified interface. The RAG MCP Gateway takes semantic queries as input and returns relevant tool information as output, ideal for use cases where intuitive tool discovery is crucial.

Canonical page: https://skillsregistry.net/skills/aniliou-85-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/aniliou-85-rag-mcp

## Description

A smart proxy that aggregates multiple downstream MCP servers and enables natural language search for tools, allowing clients like Claude Desktop to discover and use tools through semantic queries.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/k7zrq91c61)
- **Repository:** <https://github.com/aniliou-85/rag-mcp>

## 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": "aniliou-85-rag-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aniliou-85-rag-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aniliou-85-rag-mcp/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