Agent Switchboard

Alternatives to Dify

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

DifyAPI · MCP

Alternatives · 8

  1. Langflow

    API · MCP · CLI

    Visual builder for AI agents and workflows — drag-and-drop graphs compiled to REST endpoints. Every flow becomes an MCP…

    VerifiedOfficialby DataStax · Infrastructure & Ops, Orchestration · 3 skills · API Key

    Why Both offer API and MCP. In common: visual builder, orchestration, rest.

  2. Flowise

    API

    Open-source drag-and-drop UI for building LLM flows and AI agents. Deploy as a self-hosted server with REST API for…

    VerifiedOfficialby FlowiseAI · Infrastructure & Ops, Orchestration · 5 skills · API Key

    Why Both offer API. In common: visual builder, rest, llm.

  3. Sim

    API · MCP

    Builds agent workflows on a visual canvas and ships each one as a versioned REST endpoint or MCP tool, connecting…

    Verifiedby Sim Studio · Orchestration, Infrastructure & Ops · 5 skills · API Key

    Why Both offer API and MCP. In common: canvas, visual, builder.

  4. GAIA by AMD

    API · MCP · CLI

    AMD's open-source Python/C++ framework for AI agents running fully locally on AMD NPU/GPU. Includes MCP integration…

    VerifiedOfficialby AMD · Infrastructure & Ops · 4 skills · No auth

    Why Both offer API and MCP. In common: rag pipeline.

  5. 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: orchestration, rest, rag.

  6. Flyte

    API · CLI

    Orchestrates ML pipelines, model serving, and agent workloads as durable tasks written in pure Python, with the flyte…

    Verifiedby Flyte · Orchestration, Infrastructure & Ops · 4 skills · No auth

    Why Both offer API. In common: orchestration, pipeline, model.

  7. Open WebUI

    API · MCP · CLI

    Self-hosted AI platform with OpenAI-compatible REST API, MCP support, and a pipelines SDK. Supports Ollama, OpenAI…

    Verifiedby Open WebUI · Infrastructure & Ops · 3 skills · API Key

    Why Both offer API and MCP. In common: pipeline, rag, model.

  8. Docker Agent

    CLI · MCP · API

    Lets developers define multi-agent teams in YAML and run them with the docker agent CLI, expose them over MCP or an…

    VerifiedOfficialby Docker · Orchestration, Infrastructure & Ops · 5 skills · No auth

    Why Both offer MCP and API. In common: rag, multi-agent, model.