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AgentIndex
mcp-raganything logo
mcp-raganything
★ 15
vs
mcp-raganything logo
mcp-raganything
★ 15

mcp-raganything vs mcp-raganything

mcp-raganything: MCP-RAGAnything is a multi-modal RAG service that exposes a REST API and an MCP server. It indexes documents stored in MinIO into a PostgreSQL-backed knowledge graph using LightRAG. Each project is isolated via its own working_dir.; mcp-raganything: A multi-modal RAG service that exposes a REST API and MCP server for document indexing and knowledge-base querying. It uses RAGAnything/LightRAG for indexing and retrieval, MinIO for object storage, and PostgreSQL for the knowledge graph. Each project is isolated by its own working directory.

01

TL;DR

mcp-raganything logo
mcp-raganythingVision / Multimodal · ★ 15

Integrate with Claude Desktop to query indexed documents

Read mcp-raganything full review →
mcp-raganything logo
mcp-raganythingVision / Multimodal · ★ 15

Index and query documents for knowledge base Q&A

Read mcp-raganything full review →
02

Side-by-Side Comparison

Field
mcp-raganything logomcp-raganything
mcp-raganything logomcp-raganything
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 15
★ 15
License
—
—
Install Command
uv sync && docker compose up -d postgres && cp .env.example .env && uv run python src/main.py
uv sync && docker compose up -d postgres && cp .env.example .env && uv run python src/main.py
Updated
2mo ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agents, ai, docling
agents, ai, docling
03

Features

mcp-raganything logomcp-raganything
01RESTful API for document indexing and querying
02MCP server integration for Claude Desktop
03Supports multiple query modes: naive, local, global, hybrid, mix, bypass
04Background indexing of files and folders from MinIO storage
05Project isolation through working directories
mcp-raganything logomcp-raganything
01REST API and MCP Server
02Multi-modal RAG with BM25, vector, and hybrid search
03Supports 91 document formats via Kreuzberg
04PostgreSQL-backed knowledge graph with pgvector and BM25
05File browsing and reading from MinIO without indexing
04

Use Cases

mcp-raganything logomcp-raganything
↳Integrate with Claude Desktop to query indexed documents
↳Build a RAG-based document Q&A system
↳Index and query large document collections from MinIO
mcp-raganything logomcp-raganything
↳Index and query documents for knowledge base Q&A
↳Browse and read files from object storage
↳Multi-modal search including text and images
FAQ

FAQ

What is the difference between mcp-raganything and mcp-raganything?
Both mcp-raganything and mcp-raganything are in the Vision / Multimodal category. mcp-raganything has 15 stars, while mcp-raganything has 15 stars.
Which is better, mcp-raganything or mcp-raganything?
The best choice depends on your use case. Choose mcp-raganything if Integrate with Claude Desktop to query indexed documents, and mcp-raganything if Index and query documents for knowledge base Q&A.
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
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