# Modular RAG MCP Server

> Modular RAG MCP Server — xiaoxinbuxingyeyuan-modular-rag-mcp-server. Use this tool when you need to retrieve and manage study-abroad admissions knowledge through a customizable pipeline with advanced search and evaluation capabilities. It solves problems related to information retrieval, document management, and knowledge base evaluation, providing inputs such as queries and documents, and outputs like ranked results and performance metrics. Ideal for use cases requiring flexible and observable knowledge retrieval systems.

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

## Description

Enables AI clients to retrieve study-abroad admissions knowledge through a local, pluggable RAG pipeline with hybrid search, reranking, citations, and observability. It provides MCP tools, document ingestion, and a Streamlit dashboard for managing and evaluating retrieval.

## Trust

- **Trust score (0–1):** 0.27
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/b4qi94byb5)
- **Repository:** <https://github.com/xiaoxinbuxingyeyuan/MODULAR-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": "xiaoxinbuxingyeyuan-modular-rag-mcp-server"
    }
  }
}
```

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