mcp-raganything

by Kaiohz · MCP 服务器 · ★ 12

About mcp-raganything

MCP-RAGAnything Multi-modal RAG service exposing a REST API and MCP server for document indexing and knowledge-base querying, powered by RAGAnything and LightRAG. Two retrieval pathways are available: a graph-based LightRAG pipeline and a classical RAG pipeline using multi-query generation with LLM-as-judge scoring. Files are retrieved from MinIO object storage and indexed into a PostgreSQL-backed knowledge graph. Each project is isolated via its own . Architecture Clients (REST / MCP / Claude) | +++ +++ | +++ Application Layer MCP Servers (FastMCP) ++ | +++ +--++ +--++ +--++ /classi

agentsaidoclingfastapimcpmcp-servermultimodalragrag-pipeline

Quick Facts

Stars12
Forks2
LanguagePython
CategoryMCP 服务器
Quality Score36.2/100
Open Issues1
Last Updated2026-04-01
Created2025-12-08
Platformscli, mcp, python
Est. Tokens~89k

Compatible Skills

These tools work well together with mcp-raganything for enhanced workflows:

  • SynapseKit — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • Multi-Agent-AI-Travel-Advisor — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • ai-chatkit — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • traffic-RAG-Agent-system — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)
  • llm-agents-interview — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

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Frequently Asked Questions

What is mcp-raganything?

mcp-raganything is API/MCP wrapper for RagAnything. It is categorized as a MCP 服务器 with 12 GitHub stars.

What programming language is mcp-raganything written in?

mcp-raganything is primarily written in Python. It covers topics such as agents, ai, docling.

How do I install or use mcp-raganything?

You can find installation instructions and usage details in the mcp-raganything GitHub repository at github.com/Kaiohz/mcp-raganything. The project has 12 stars and 2 forks, indicating an active community.

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