MCP Engine by AG2.ai
Launched this week
Instantly create & deploy MCP servers from any API spec
5.0•10 reviews•154 followers
MCP Engine is the fastest way to turn any OpenAPI spec into an MCP server that AI agents can actually use. Drop your spec, instantly get a Python repo, run it anywhere, or deploy in one click. 1,400+ MCP servers built so far and counting.
🚀 MCP Unlocked — Turn Any API into an Agent-Ready Interface
We’re excited to launch the MCP Engine by AG2.ai, the team that co-created AutoGen. There’s growing excitement around the MCP protocol. But today’s software ecosystem is still dominated by REST APIs — and most tools aren’t yet agent-ready. That’s the gap we’re bridging with MCP Engine. We are providing the easiest way to build the backend for your AI agents.
With MCP Engine, you can:
✨ Build: Instantly convert any API into an MCP server
Drop in an OpenAPI spec and get a production-grade Python MCP server repo in seconds.
You have full control of the code — with the flexibility to self-host, run locally, or deploy remotely.
🌐 Deploy: One-click hosting on AG2
Want to skip the infra setup? Just click deploy — your MCP server is hosted, secured, and ready for real-time agent execution.
⚡️ Scale: 1,400+ MCP servers generated — and counting
With virtually unlimited capacity, AG2 makes it effortless to bring any API into the agent ecosystem.
If you’re building an API-first SaaS product, now’s the time to plug into the agentic future.
🔄 Integrate with the broader ecosystem
Seamless integration with agent frameworks and MCP clients out of the box.
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💡 Every API should be agent-accessible.
This is how we get there.
👉 mcp.ag2.ai
@qingyun_wu Looks very cool! I will try this weekend.
@qingyun_wu Exciting times ahead with the MCP Engine, 🚀 It’s a game-changer for transforming APIs into agent-ready interfaces effortlessly. Great Launch⭐
MCP and AG2 so cool!
@justin_trantham Thanks Justin!
So excited for this. I’ve been using MCPs+Cursor recently and that feels like an inevitable future. Can’t wait for more to be available and this feels like a big unlock
@___xray Thanks Alex! Stay tuned for more!