AgentIndex icon
AgentIndex
mcp-raganything logo
mcp-raganything
★ 15
vs
openrouter-mcp-multimodal logo
openrouter-mcp-multimodal
★ 100

mcp-raganything vs openrouter-mcp-multimodal

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.; openrouter-mcp-multimodal: The only OpenRouter MCP server with native vision, image generation, and smart image optimization. It provides access to over 300 LLMs through the Model Context Protocol, supporting multimodal workflows like image analysis, image generation, and chat. The server features zero external HTTP dependencies, lazy sharp loading, and a singleton model cache for efficient performance.

01

TL;DR

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

Index and query documents for knowledge base Q&A

Read mcp-raganything full review →
openrouter-mcp-multimodal logo
openrouter-mcp-multimodalVision / Multimodal · ★ 100

Chat with any of 300+ models via natural language

Read openrouter-mcp-multimodal full review →
02

Side-by-Side Comparison

Field
mcp-raganything logomcp-raganything
openrouter-mcp-multimodal logoopenrouter-mcp-multimodal
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 15
★ 100
License
—
MIT
Install Command
uv sync && docker compose up -d postgres && cp .env.example .env && uv run python src/main.py
npm install -g @stabgan/openrouter-mcp-multimodal
Updated
2mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agents, ai, docling
ai, claude, image-analysis
03

Features

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
openrouter-mcp-multimodal logoopenrouter-mcp-multimodal
01Native image analysis (vision) with sharp optimization
02Image generation from text prompts
03Auto image resize and compression (800px max, JPEG 80%)
04Model search and validation
05Zero external HTTP dependencies (native fetch only)
04

Use Cases

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
openrouter-mcp-multimodal logoopenrouter-mcp-multimodal
↳Chat with any of 300+ models via natural language
↳Analyze images from local files, URLs, or data URIs
↳Generate images from text prompts and save to disk
FAQ

FAQ

What is the difference between mcp-raganything and openrouter-mcp-multimodal?
Both mcp-raganything and openrouter-mcp-multimodal are in the Vision / Multimodal category. mcp-raganything has 15 stars, while openrouter-mcp-multimodal has 100 stars.
Which is better, mcp-raganything or openrouter-mcp-multimodal?
The best choice depends on your use case. Choose mcp-raganything if Index and query documents for knowledge base Q&A, and openrouter-mcp-multimodal if Chat with any of 300+ models via natural language.
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
Is openrouter-mcp-multimodal free or open source?
Yes, openrouter-mcp-multimodal is open source on GitHub (MIT).
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Related

Alternatives to mcp-raganything →Alternatives to openrouter-mcp-multimodal →mcp-raganything details →openrouter-mcp-multimodal details →