# Modular RAG MCP Server

> Modular RAG MCP Server — bye-666-rag-mcp-server. Use this tool when you need to integrate AI assistants with knowledge bases, enabling direct querying and retrieval of information. It solves problems of data accessibility and compatibility by exposing tool interfaces via the MCP protocol. This modular framework accepts queries as input and returns relevant information from connected knowledge bases as output, ideal for use cases requiring seamless interaction between AI agents and data repositories.

Canonical page: https://skillsregistry.net/skills/bye-666-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/bye-666-rag-mcp-server

## Description

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

## Trust

- **Trust score (0–1):** 0.76
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pejbjob37n)
- **Repository:** <https://github.com/Bye-666/BYE-RAG>

## 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": "bye-666-rag-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bye-666-rag-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bye-666-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