# Model Context Protocol Server

> Use this tool when you need to integrate AI models with external knowledge sources, enabling web searches and information retrieval to provide accurate answers. It solves problems of limited domain knowledge and lack of contextual understanding by providing a standardized protocol for tool invocation. The Model Context Protocol Server takes in natural language queries and returns relevant information, making it ideal for applications requiring up-to-date and accurate responses.

Canonical page: https://skillsregistry.net/skills/arkeodev-search-engine-with-rag-and-mcp  
JSON: https://api.skillsregistry.net/v1/skills/arkeodev-search-engine-with-rag-and-mcp

## Description

Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

## Trust

- **Trust score (0–1):** 0.85
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/iqudnbc9bd)
- **Repository:** <https://github.com/arkeodev/search-engine-with-rag-and-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": "arkeodev-search-engine-with-rag-and-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/arkeodev-search-engine-with-rag-and-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/arkeodev-search-engine-with-rag-and-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