# MCP Agentic RAG

> Use this tool when you need to query a vast repository of machine learning FAQs or perform web searches with enhanced anonymity and control. It solves problems related to information retrieval, research, and data collection by providing access to a vector database and web search functionality through structured agent prompts. The tool accepts natural language queries as input and returns relevant results, making it ideal for use cases requiring efficient and targeted information gathering.

Canonical page: https://skillsregistry.net/skills/sandovalmedeiros-mcp-agentic-rag  
JSON: https://api.skillsregistry.net/v1/skills/sandovalmedeiros-mcp-agentic-rag

## Description

Enables querying a vector database of machine learning FAQs and performing web searches using Bright Data proxies through Claude Desktop with structured agent prompts.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fhy2ihy2wx)
- **Repository:** <https://github.com/sandovalmedeiros/mcp_agentic_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": "sandovalmedeiros-mcp-agentic-rag"
    }
  }
}
```

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