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ragflow

starFeaturedMCP Server

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent c...

Copy the install, test the workflow, then decide if it earns a permanent slot.

75,811
Why nowMoving now

Fresh repo activity plus visible builder pull. This is the kind of tool people test before it turns obvious.

DecisionHigh-conviction move

Copy the install, test the workflow, then decide if it earns a permanent slot.

Trial costFast eval

You can test this quickly and remove it cleanly if it misses.

Risk51/100

GitHub health 62/100. no security policy. 3,001 open issues make this testable, but not something to trust blind.

What You Are Adopting

AI Agent

Universal

Model

Multiple

Build Time

Days

Test This In Your Stack

One command inClean rollbackLow commitment
settingsRegistryAdds a named entry to Claude config. One command to remove.

Fastest way to find out if ragflow belongs in your setup.

Copy the install command, run a real test, and back it out cleanly if it slows you down.

Try now
claude mcp add ragflow -- npx ragflow

Run this first. You will know quickly if the workflow earns a permanent slot.

Back out
claude mcp remove ragflow

No messy cleanup loop. If it misses, remove it and keep moving.

Install Location

~/  └─ .claude.json    └─ mcp_servers/      └─ ragflow ← registers here

About

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs. An open-source mcp server for the AI coding ecosystem.

Open Live ProjectAudit Repo

Reviews0

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ActiveLast commit today
bug_report3,001open issues
Submitted March 21, 2026

auto_awesomeYour strongest next moves after ragflow