Agent Switchboard

Alternatives to RAGFlow

8 Research & Knowledge tools you could use instead. Each one shares a way to connect with RAGFlow and overlaps on what it does. Strongest match first.

RAGFlowAPI · MCP

Alternatives · 8

  1. WeKnora

    API · MCP · CLI · Extension

    Turns documents into a queryable knowledge base with RAG question answering, a ReAct agent orchestrating retrieval, MCP…

    VerifiedOfficialby Tencent · Research & Knowledge, Customer Support · 5 skills · API Key

    Why Both offer API and MCP. In common: document parsing, retrieval, rag.

  2. MinerU

    API · CLI

    Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and…

    Verifiedby OpenDataLab · Data & Analytics, Research & Knowledge · 3 skills · API Key

    Why Both offer API. In common: document parsing, rag.

  3. LightRAG

    API · CLI

    Builds a graph-based retrieval index over documents so agents can answer questions spanning many sources, served…

    VerifiedFeaturedby HKU Data Science Lab · Memory & State, Research & Knowledge · 4 skills · No auth

    Why Both offer API. In common: document, retrieval, rag.

  4. Ragie

    API

    Retrieval API for AI applications. Ingest PDFs, web pages, and files, then query with semantic search. Built-in…

    Verifiedby Ragie · Research & Knowledge · 5 skills · API Key

    Why Both offer API. In common: document, retrieval, rag.

  5. OXR (SoMark)

    API · CLI

    Parses PDFs and document images into Markdown or JSON with layout coordinates, tables, formulas and handwriting, via a…

    Verifiedby SoMark · Data & Analytics, Research & Knowledge · 4 skills · No auth

    Why Both offer API. In common: document parsing.

  6. MaxKB

    API · CLI

    Open-source enterprise RAG platform for building AI agents. Upload docs, auto-vectorize, and orchestrate multi-step…

    Verifiedby 1Panel · Research & Knowledge, Infrastructure & Ops · 4 skills · API Key

    Why Both offer API. In common: document, rag, knowledge.

  7. FastGPT

    API · MCP

    Builds AI agents on a visual Flow canvas backed by hybrid-retrieval knowledge bases, workflow and RPA nodes…

    Verifiedby labring · Orchestration, Research & Knowledge · 5 skills · API Key

    Why Both offer API and MCP. In common: retrieval, rag, knowledge.

  8. PrivateGPT

    API

    Self-hosted document QA platform with OpenAI-compatible REST API, local LLM support via Ollama, a full RAG pipeline…

    Verifiedby Zylon AI · Research & Knowledge · 3 skills · API Key

    Why Both offer API. In common: doc, rag.