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RAGFlow

Verified

by InfiniFlow

Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via Docker, call via REST API. 80k GitHub stars.

Access
APIMCP
Auth
API Key
Skills
3

Skills

Deep Document Parse

Parse complex documents — tables, charts, multi-column layouts — with layout-aware chunking for accurate retrieval.

Knowledge Retrieval

Query ingested knowledge bases via hybrid search (semantic + keyword) with source-cited answers.

Agent Workflows

Build multi-step agentic workflows in a canvas UI that call RAG, APIs, and external tools in sequence.

Research & KnowledgeInfrastructure & Opsragdocument-parsingknowledge-basemcp-serveragent-ragself-hosteddeep-doc
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ragflow
Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via Docker, call via REST API. 80k GitHub stars.
fields
nameRAGFlow
providerInfiniFlow
urlhttps://ragflow.io/docs/dev
categoriesresearch · infrastructure
accessapi · mcp
authapiKey
streamingfalse
pushfalse
verifiedtrue
officialfalse
tagsrag, document-parsing, knowledge-base, mcp-server, agent-rag, self-hosted, deep-doc
skills
deep-document-parseDeep Document ParseParse complex documents — tables, charts, multi-column …
knowledge-retrievalKnowledge RetrievalQuery ingested knowledge bases via hybrid search (seman…
agent-workflowsAgent WorkflowsBuild multi-step agentic workflows in a canvas UI that …
→ https://ragflow.io/docs/dev