mcp-raganything
★ 15
vs
ocr-mcp
★ 23
mcp-raganything vs ocr-mcp
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.; ocr-mcp: OCR-MCP is a complete AI OCR webapp and MCP server. It provides a web interface for drag-and-drop OCR, scanning, and batch processing, and a FastMCP server for agentic IDEs like Claude, Cursor, Windsurf. It supports 13 OCR engines, WIA scanner, preprocessing, and workflow pipelines.
01
TL;DR
mcp-raganythingVision / Multimodal · ★ 15
Integrate with Claude Desktop to query indexed documents
ocr-mcpVision / Multimodal · ★ 23
Integrate OCR capabilities into AI agents (Claude, Cursor)
02
Side-by-Side Comparison
Field
mcp-raganythingocr-mcpCategory
Vision / Multimodal
Vision / Multimodal
Stars
★ 15
★ 23
License
—
MIT
Install Command
uv sync && docker compose up -d postgres && cp .env.example .env && uv run python src/main.py
git clone https://github.com/sandraschi/ocr-mcp.git && cd ocr-mcp && uv sync
Updated
2mo ago
1w ago
Open Source
Yes
Yes
Tags
agents, ai, docling
agentic-workflow, fastmcp, mcp
03
Features
mcp-raganything01RESTful 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
ocr-mcp0113 OCR backends (PaddleOCR, Mistral OCR, etc.)
02Auto backend selection
03Preprocessing (deskew, enhance, crop)
04Layout and table extraction
05Batch and pipeline processing
04
Use Cases
mcp-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
ocr-mcp↳Integrate OCR capabilities into AI agents (Claude, Cursor)
↳Run OCR on scanned documents with WIA scanner
↳Batch process and convert documents to text/PDF/JSON
FAQ
FAQ
What is the difference between mcp-raganything and ocr-mcp?
Both mcp-raganything and ocr-mcp are in the Vision / Multimodal category. mcp-raganything has 15 stars, while ocr-mcp has 23 stars.
Which is better, mcp-raganything or ocr-mcp?
The best choice depends on your use case. Choose mcp-raganything if Integrate with Claude Desktop to query indexed documents, and ocr-mcp if Integrate OCR capabilities into AI agents (Claude, Cursor).
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
Is ocr-mcp free or open source?
Yes, ocr-mcp is open source on GitHub (MIT).
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