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  1. Home
  2. Alternatives
  3. Alternatives to JFrog MCP Registry
JFrog MCP Registry logo

Best Alternatives to JFrog MCP Registry

Agent Frameworks · 8 alternatives ranked of 45 in the category

Looking for alternatives to JFrog MCP Registry? These are the agent frameworks tools that score highest on adoption, reviews, benchmarks, and public code, with what separates each one from JFrog MCP Registry.

FastAPI-MCP logo
FastAPI-MCP

Agent Frameworks· fastapi-mcp.tadata.com

Open source

MCP adapter that exposes FastAPI endpoints as authenticated Model Context Protocol tools.

How each alternative differs from JFrog MCP Registry

Ranked by adoption, review, benchmark, and repository signals. Each note below is drawn from the two products’ own catalog records, so a product with nothing to separate it from JFrog MCP Registry carries no note.

  1. 1

    FastAPI-MCP

    FastAPI-MCP is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 12k stars.

  2. 2

    Dify

    Dify is listed as open source, while JFrog MCP Registry is not, can be tried on a freemium plan before you commit budget, and has a public repository with 158k stars.

  3. 3

    Langflow

    Langflow is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 156k stars.

  4. 4

    n8n

    n8n is listed as open source, while JFrog MCP Registry is not, can be tried on a freemium plan before you commit budget, and has a public repository with 207k stars.

  5. 5

    AgentScope

Frequently asked questions

What is the closest alternative to JFrog MCP Registry?

FastAPI-MCP ranks highest among the alternatives to JFrog MCP Registry we track. FastAPI-MCP is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 12k stars. MCP adapter that exposes FastAPI endpoints as authenticated Model Context Protocol tools.

Is there an open-source alternative to JFrog MCP Registry?

Yes. FastAPI-MCP, Dify, Langflow, n8n, AgentScope, Flowise, Microsoft AutoGen, and Serena are listed as open source in our catalog. JFrog MCP Registry is not listed as open source. FastAPI-MCP is the highest ranked of them: MCP adapter that exposes FastAPI endpoints as authenticated Model Context Protocol tools.

Are there free alternatives to JFrog MCP Registry?

FastAPI-MCP (open source), Dify (freemium), Langflow (open source), n8n (freemium), AgentScope (open source), Flowise (open source), Microsoft AutoGen (open source), and Serena (open source) offer a no-cost entry point, where JFrog MCP Registry is custom-priced.

12,017
Open source
Dify logo
Dify

Agent Frameworks· dify.ai

Freemium

Open-source platform for building agentic workflows, RAG apps, and LLM application backends.

158,184
Open source
Langflow logo
Langflow

Agent Frameworks· langflow.org

Open source

Visual Python framework for building and deploying agentic and RAG applications with reusable components and API endpoints.

155,575
Open source
n8n logo
n8n

Agent Frameworks· n8n.io

Freemium

Source-available workflow automation platform for building AI agent workflows, tool integrations, and production automations across APIs and apps.

207,289
Open source
AgentScope logo
AgentScope

Agent Frameworks· agentscope.io

Open source

Agent framework for building and running observable, understandable, and controllable agent systems.

33,205
Open source
Flowise logo
Flowise

Agent Frameworks· flowiseai.com

Open source

Open-source low-code platform for building LLM apps, agent flows, RAG pipelines, and production chat automations.

55,499
Open source
Microsoft AutoGen logo
Microsoft AutoGen

Agent Frameworks· microsoft.github.io

Open source

Open-source Microsoft framework for building, orchestrating, and evaluating multi-agent AI applications.

61,362
Open source
Serena logo
Serena

Agent Frameworks· github.com

Open source

MCP toolkit that gives coding agents semantic code retrieval, symbol understanding, and repository editing capabilities.

30,213
Open source

AgentScope is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 33k stars.

  • 6

    Flowise

    Flowise is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 55k stars.

  • 7

    Microsoft AutoGen

    Microsoft AutoGen is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 61k stars.

  • 8

    Serena

    Serena is listed as open source, while JFrog MCP Registry is not, can be tried on a open source plan before you commit budget, and has a public repository with 30k stars.