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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 Engine by AG2.ai is highly praised for its seamless process of converting OpenAPI specs into live MCP servers with just one click. Users appreciate its slick interface and the ease of browsing and deploying MCP servers. The product is noted for its efficiency in connecting servers to development and production apps, saving time for developers. Reviewers highlight the AG2 team's impressive achievement in delivering this tool while focusing on more ambitious projects, emphasizing its importance and utility in agent development workflows.
Thanks David! Yep, it is the default integration backend for AG2 agents! We find it immediately unlocks integrations at scale and want to share it with the world!
🙌 Glad you found it smooth — that “click and deploy” experience is exactly what we were aiming for.
Thanks so much, Huazheng! 🙌 We’re thrilled to hear you found it useful. Let us know if there’s anything you’d like to see next!
Thanks Shaokun! The process is the result of a lot of iteration and feedback from early agent builders like you. Really appreciate your support — it means a lot to the AG2 team! 🚀