Welcome to reShapr ⭐️
A few months ago, we started experimenting with a new idea through a project called Micepe. The idea was simple but powerful: What if existing APIs could instantly become MCP tools usable by AI agents without writing glue code?
Collect feedback and validate our ideas
We launched a private beta program with a handful of enterprises, and the response was beyond what we expected.
The teams involved consistently told us the same thing:
This solves a real problem for AI-native architectures.
The feedback we received
The first results from our reShapr evaluation at AXA are very promising. It addresses complex enterprise challenges with rare clarity and a true open source heart. As a maintainer in the CNCF space, I’m excited to support this community effort and see how it transforms how we expose services to agents.
When organizations have hundreds or even thousands of APIs to maintain, speed and security become non-negotiable. reShapr transforms how existing services are exposed to agents, delivering an unmatched FinOps ratio and the fastest path to production. It’s a definitive solution for scaling agentic context within highly regulated environments.
I’m excited by reShapr’s clear purpose and the co-founders’ vision, which directly address the real-world challenges I see across the organizations I work with. Open-sourcing such a critical component to advance MCP democratization is a meaningful step forward for the ecosystem, and I’m genuinely looking forward to being part of this journey and helping build a strong, open community around reShapr.
The discussions with platform teams and developers, and the concrete use cases we saw convinced us of one thing:
- This should not remain a proprietary experiment.
It deserves to become an open project that the community can shape and build together.
Micepe is evolving into → reShapr
So today, we are taking the next step, reShapr is a new open source project created by the co-founders and maintainers of Microcks, the CNCF open source project used by organizations such as BNP Paribas, J.B. Hunt, Amadeus, Michelin, GSMA and many more to improve API and cloud native application development.
With reShapr, our goal is to help organizations:
- Turn existing APIs into AI-native tools instantly
- Expose services as MCP servers for AI agents
- Accelerate the adoption of AI + cloud native architectures
The success of our private beta and the amazing feedback from the enterprises involved reinforced our conviction that the project should grow within an open ecosystem.
We intend to donate the project to the AAIF open source foundation, so it can evolve with community open governance, transparency, and long-term sustainability.
This is just the beginning of the journey.
If you followed Micepe, the story continues with reShapr. And if you are interested in AI-native APIs, MCP tools, and developer platforms for AI agents, we would love to have you involved in the project, the open source way.
reShapr is now live and open for the community.
Join the AI-Agent Revolution. We are building the future of developer platforms for AI agents, the open source way.
Whether it’s a GitHub ⭐️, a bug report, or a pull request, we’d love to have you involved.
Here’s how you can get involved:
🚀 Check it out: Try reShapr online
🤝 Join the project: On Discord. Help us shape the future of AI-native APIs on GitHub
📱 Follow us: Stay connected on LinkedIn, Bluesky, X and YouTube for the latest updates.