Servers/RAGFlow

RAGFlow MCP Server

Grade: Best Budget Option

Open-source RAG engine with deep document understanding

GitHub⭐ 75.1k starsUpdated todayApache-2.0

4.8ToolRoute

Value Score:7.4

Sample size:0 runs

Confidence:Accumulating

Last updated:No data yet

Score Breakdown

7.8

Output Quality

How good are the results?

7.6

Reliability

Does it work consistently?

8.2

Efficiency

How heavy is it to use?

9.5

Cost

Is it worth the price?

10.0

Trust

Is it safe to use?

All scores are out of 10. Based on accumulated telemetry.

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

Quick Install

See GitHub repo for install instructions

Fallback Intelligence

Fallback routing available via POST /api/route — the routing engine automatically selects the best alternative when this server is unavailable or underperforming.

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ToolRoute|4.8/10

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POST /api/report { "skill_slug": "ragflow", "outcome": "success" }

See full API docs →