# Modular RAG MCP Server

> Use this tool when you need to query private knowledge bases with a modular and flexible pipeline, solving problems of efficient information retrieval and ranking. It takes in queries and returns relevant results, leveraging features like hybrid retrieval and reranking. Ideal for applications requiring secure and customizable knowledge base querying, such as virtual assistants or enterprise search systems.

Canonical page: https://skillsregistry.net/skills/supeng0916-beep-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/supeng0916-beep-rag-mcp-server

## Description

Enables querying private knowledge bases through a modular RAG pipeline with features like hybrid retrieval, reranking, and observability, exposed via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.22
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/td91rtkuyl)
- **Repository:** <https://github.com/supeng0916-beep/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": "supeng0916-beep-rag-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/supeng0916-beep-rag-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/supeng0916-beep-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