# RAG Anything MCP Server

> Use this tool when you need to generate text based on multimodal input, such as images, tables, and equations, and retrieve relevant information from document directories. It solves problems related to information retrieval, text generation, and multimodal processing, providing a comprehensive interface for querying and processing complex data. Ideal for use cases requiring advanced Retrieval-Augmented Generation capabilities, such as automated content creation, data analysis, and research assistance.

Canonical page: https://skillsregistry.net/skills/jesse-merhi-rag-anything-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jesse-merhi-rag-anything-mcp

## Description

An MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ihgou7of5k)
- **Repository:** <https://github.com/jesse-merhi/rag-anything-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": "jesse-merhi-rag-anything-mcp"
    }
  }
}
```

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