Agent Switchboard

Alternatives to QMD

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

QMDCLI · MCP · API

Alternatives · 8

  1. 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 and CLI. In common: hybrid query, document, retrieval.

  2. LLM Wiki

    API · MCP · Extension

    Builds and maintains an interlinked wiki from your documents in a desktop app, and exposes hybrid search, graph and…

    Verifiedby nashsu · Memory & State, Research & Knowledge · 5 skills · API Key

    Why Both offer API and MCP. In common: http, hybrid search, knowledge.

  3. PageIndex

    API · MCP

    Indexes long documents as a reasoning-based hierarchical tree so agents retrieve by navigating structure instead of…

    Verifiedby Vectify AI · Research & Knowledge, Vector Databases · 3 skills · API Key

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

  4. 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, MCP and CLI. In common: hybrid, document, retrieval.

  5. 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: hybrid, retrieval, knowledge.

  6. 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, knowledge.

  7. 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 and CLI. In common: document, query, knowledge.

  8. Khoj

    API

    Self-hostable AI second brain that answers over your documents and the web, runs custom agents, and schedules…

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

    Why Both offer API. In common: personal, document, search.