# Welcome to reShapr ⭐️

> For AI agents: the complete documentation index is available at https://reshapr.io/llms.txt and the full documentation bundle at https://reshapr.io/llms-full.txt.

> From a private beta experiment to an open project — reShapr is now live. Here's the story behind it and what comes next.

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![Welcome to reShapr — Turn your API AI-Native](/img/blog/welcome-to-reshapr.jpg)

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A few months ago, we started experimenting with a new idea through a project called **[Micepe](https://www.youtube.com/@Micepe)**.
The idea was simple but powerful: What if existing APIs could instantly become MCP tools usable by AI agents without writing glue code?

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## 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

  
    <blockquote>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.</blockquote>
    
      [Sebastien Degodez](https://www.linkedin.com/in/sebastien-degodez/)
      Software Engineer | TechLead
    
  
  
    <blockquote>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.</blockquote>
    
      [Ludovic Pourrat](https://www.linkedin.com/in/ludovic-pourrat/)
      API Architect | Platform Architect
    
  
  
    <blockquote>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.</blockquote>
    
      [Sébastien Blanc](https://www.linkedin.com/in/s%C3%A9bastien-blanc-08a73b1/)
      Java Champion | Developer Relations
    
  

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](https://microcks.io/)**, 
the **[CNCF](https://landscape.cncf.io/?selected=microcks&item=app-definition-and-development--application-definition-image-build--microcks)**
open source project used by organizations such as **BNP Paribas**, **J.B. Hunt**, **Amadeus**, **Michelin**, **GSMA** and **[many more](https://github.com/microcks/.github/blob/main/ADOPTERS.md)** 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](https://aaif.io/)** 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 ⭐️](https://github.com/reshaprio/reshapr)**, 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](/docs/tutorials/try-reshapr-online)**

🤝 **Join** the project: On **[Discord](https://discord.gg/KyDUdam34h)**. **Help us** shape the future of AI-native APIs on **[GitHub](https://github.com/reshaprio/reshapr)**

📱 **Follow** us: Stay connected on **[LinkedIn](https://www.linkedin.com/company/reshapr/)**, **[Bluesky](https://bsky.app/profile/reshapr.io)**, **[X](https://x.com/reshaprio)** and **[YouTube](https://www.youtube.com/@reShaprio)** for the latest updates.