Check out my latest blog post about reShapr and its powerful features. I’d love to hear your feedback and perspective 👀 And remember, it's all open source! Try it yourself, explore the features firsthand, and see how it can benefit your use cases and your organization.

Give it a try, let us know what you think, and if you like it, don't forget to ⭐ star this repository and the main repository to show us some love! ❤️

One of our favorite moments from our webinar with @dash0.com on Testing & Observing Agentic Applications with @opentelemetry.io, @microcks.io, and @reshapr.io 😄 It was genuinely fun to watch @salaboy.com (CNCF TOC Member, AAIF Ambassador...) discover reShapr live and react to its performance.

📢 Microcks Rockets Past 2 Million Downloads in 2026! Setting New Records 🎉 We are happy to share some monumental news with the Microcks community today! Thanks to your incredible support & adoption, June 2026 has officially become our strongest month ever, with a record-breaking 415k+ downloads! 📈

Open-Meteo OpenAPI & Keycloak Security with 𝗢𝗔𝘂𝘁𝗵𝟮 𝗠𝗖𝗣 𝗨𝗥𝗟 𝗲𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 🔐 Learn how to use reShapr to securely connect the Open-Meteo OpenAPI to your Model Context Protocol (MCP) clients while enforcing Keycloak-backed OAuth2 authentication using MCP Elicitation! @aaif.io @linuxfoundation.org 🙌

🚀 Reshapr version 0.0.14 is officially live, and it’s our biggest milestone yet. With 39 issues solved, this release packs a serious punch. Here is a look at what’s new:

💥 We had a super productive week at @reshapr.io! Release 0.0.14 is on its way and brings massive improvements: 1⃣ Web UI for discovery of MCP Servers and artifacts 2⃣ Multi-tool orchestration thanks to Andrea Peruffo's help 🙏 3⃣ Local secret resolution using env or vaults

🚀 Les inscriptions sont ouvertes pour le BBL AXA, ce jeudi 18 de 11h30 à 12h30! Merci à AXA France pour l’organisation 🙌 Venez découvrir reShapr et comment sécuriser l’exposition de vos APIs aux agents IA via le Model Context Protocol (MCP). 👉 Inscrivez-vous: www.meetup.com/bbl-axa/even...

🚀 Full room of Java devs for the 2h Microcks workshop @devlille.fr A great session led by Sébastien Degodez (AXA) & @lbroudoux.bsky.social, exploring how to leverage Microcks + Testcontainers to validate APIs & microservices. Thanks to everyone who joined and shared their experiences 🙌

En direct de DevLille 2026 🎉 Bravo Emmanuel Peru pour cette belle présentation et la mise en lumière de @microcks.io auprès de la communauté ! 🙌 Très bon retour d’expérience sur des outils permettant d’automatiser et de tirer pleinement parti d’une démarche Contract-First 🚀

C’est parti pour @devlille.fr 2026 🚀 Ravi d’être sur place avec la team AXA France et la communauté tech locale. Bien arrivé et disponible pour échanger autour de @microcks.io, @reshapr.io, des API, de l’IA et de l’open source avec la communauté 🇫🇷 Hâte de vous croiser et d’échanger avec vous ! 👋

📢 Les maintainers de Microcks seront présents à @devlille.fr ! Nous avons hâte d’échanger avec la communauté locale, les devs, architectes et entreprises qui façonnent l’écosystème numérique de la région. Venez nous rencontrer, discuter API, tests, IA, open source… A ne pas manquer :

🎥 Demo: 𝗦𝗲𝗰𝘂𝗿𝗲 your GitHub GraphQL API for AI with reShapr! How do you give an LLM access to a massive API like GitHub GraphQL without blowing up your context window or exposing sensitive credentials? We show you how reShapr solves this using: Schema Filtering & 𝗧𝗼𝗸𝗲𝗻 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗰𝗿𝗲𝘁𝘀 🔐🤖

C'est parti pour France API ! 🚀 Bien arrivé et dispo pour échanger avec la communauté francophone de @microcks.io et @reshapr.io Passez me voir autour du stand @getpostman.bsky.social ou n'hésitez pas à m'interpeller dans les couloirs, je me balade entre les salles, les RDV ! Hâte de vous croiser.

Check it, will love to have your feedback on @reshapr.io 👀 For @quarkus.io fans, the project is open source and 💯 written in #Quarkus 🙌

🤖 Reshapr présent à France API (www.franceapi.fr)! Venez échanger avec nous sur le futur des API à l'ère de l'IA 🌐 🔹 Le standard MCP pour connecter LLMs et données 🔹 L'intégration des API pour les agents IA 🔹 Cas d'usage concrets Hâte de vous voir et de discuter de vive voix ! 👋 @aaif.io 🙌

🚀 Microcks sera présent à France API (www.franceapi.fr)! Venez échanger avec nous, Microcks est un projet incubating au sein de la @cncf.io 🌐 🔹 Mocking & testing d'API (REST, AsyncAPI, gRPC...) 🔹 Ecosystème Cloud Native Hâte de vous voir et de discuter de vive voix ! 👋 #OpenSource 🙌

We're excited to announce that we released 𝗿𝗲𝗦𝗵𝗮𝗽𝗿 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝟬.𝟬.𝟭𝟯 🚀 With 24 solved issues, this is one of the biggest updates so far! - A 𝗪𝗲𝗯 𝗨𝗜 to support management as well as users' operations. This initiative was started by one adopter ❤️ it will evolve based on community contribs and feedback

🎉 Out of 220+ @cncf.io projects, Microcks is now 𝗼𝗳𝗳𝗶𝗰𝗶𝗮𝗹𝗹𝘆 𝗼𝗻𝗲 𝗼𝗳 𝘁𝗵𝗲 𝟯𝟳 𝗶𝗻𝗰𝘂𝗯𝗮𝘁𝗶𝗻𝗴 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀! 🚀 This is a massive win for our community. Thank you to every contributor & user who helped us reach this milestone ✨ #OpenSource #CloudNative #APIs #Kubernetes #TechMilestone @linuxfoundation.org 🙌

🎨 The @reshapr.io next release is in the pipes with a new UI for both management and users' operations! Thanks @tmathias59.bsky.social for starting this initiative 🙇‍♂️ It has never been easier to manage multi-tenant #MCP Servers deployment at scale 📈

𝗿𝗲𝗦𝗵𝗮𝗽𝗿 is gaining 𝘀𝗲𝗿𝗶𝗼𝘂𝘀 𝗺𝗼𝗺𝗲𝗻𝘁𝘂𝗺! 🚀 We are thrilled to share that the reShapr project and community are growing faster than ever. Not only are we seeing incredible traction from developers, but we are also officially catching the eye of enterprise teams looking for robust solutions.

🚀 𝗟𝗘𝗦 𝗖𝗟𝗢𝗨𝗗 𝗡𝗔𝗧𝗜𝗩𝗘 𝗗𝗔𝗬𝗦 𝗙𝗥𝗔𝗡𝗖𝗘 𝗦𝗢𝗡𝗧 𝗗𝗘 𝗥𝗘𝗧𝗢𝗨𝗥 ! 🇫🇷 Vous l'attendiez ? Nous aussi ! Portés par vos retours enthousiastes et les encouragements élogieux des visiteurs comme de nos partenaires, nous avons décidé de rallumer les moteurs en 2027 !💡 🎉 RDV dans un an jour pour jour : 𝗹𝗲 𝗷𝗲𝘂𝗱𝗶 𝟯 𝗷𝘂𝗶𝗻 𝟮𝟬𝟮𝟳…

🚨 Why do most AI agents fail on real-world APIs? It’s not the model. It’s 𝗖𝗢𝗡𝗧𝗘𝗫𝗧 𝗪𝗜𝗡𝗗𝗢𝗪 𝗕𝗟𝗢𝗔𝗧. Why your LLM gets overwhelmed with APIs and how reShapr fixes it in minutes 🧵 When you feed a full REST/GraphQL/gRPC response to an LLM, 80%+ of the tokens are useless noise.

🤖 Your LLM is only as good as the context you give it, and yet, most teams struggle with bloated context windows & untraceable AI actions. How to build robust agentic apps using Spring AI, optimize, test, and observe them at scale? 🔗 Register: www.linkedin.com/events/74603... @cncf.io @aaif.io 🙌

❤️ I have officially received my Program Committee Member badge for KubeCon + CloudNativeCon Japan 2026 from @linuxfoundation.org & @cncf.io 🇯🇵☁️ A big thank you for the trust and the opportunity to give back to the ecosystem. Official credential: www.credly.com/badges/8e01f... #OpenSource 🙌

🚀 Control your LLM context like a pro! See how to use reShapr and @getpostman.bsky.social Agent Mode to render an MCP app that acts as an LLM prompt selector powered by the GitHub GraphQL API 🛠️🤖 Available on our YouTube channel: www.youtube.com/watch?v=PVfz... @aaif.io @linuxfoundation.org 🙌

🤖 Testing & observing AI agents / MCP shouldn't be an afterthought. 3 experts will demonstrate how to build robust agentic apps using Spring AI, and show you how to take control of the chaos. 🔗 Save your seat: www.linkedin.com/events/74603... @cncf.io @aaif.io @linuxfoundation.org 🙌

🎉 Microcks Community Meeting. Bring your questions, thoughts, experiments, or just your curiosity. 🗓 May 28, 2026 ⏰ 6–7 p.m. CET / 1–2 p.m. EST / 9–10 a.m. PST 🔗 Join live: github.com/microcks/com... #OpenSource #APIs #DeveloperExperience #Community #Collaboration @cncf.io @linuxfoundation.org 🙌

⭐ If you like what we're building, drop us a star on GitHub to support the project! github.com/reshaprio/re...

🚀 Kudos to Thierry Mathias (Test and Application Performance Lead) for sharing his experience with reShapr! We are moving fast on our roadmap, dropping updates, and shaping the future of agentic infra, all driven directly by our users and adopters. Join us! 🔗 github.com/reshaprio/re... @aaif.io 🙌

📉 @reshapr.io now allows you to slim down API responses before hitting the LLM by retaining specific branches and/or applying JSON Patch operations. With this simple YAML config, we trimmed our GitHub response from 43k to 20k 🎉 👉 github.com/reshaprio/re...

🚀 reShapr v0.0.11 is here! 🔹 OIDC: Delegate control plane auth to your IdP, Helm Charts v0.0.5 simplified 🔹 OAuth: Support for clientSecret during elicitations 🔹 Core: Quarkus upgraded 🔗 github.com/reshaprio/re... Show your support with a ⭐ on GitHub! #OpenSource #OIDC @aaif.io 🙌

Great update and exciting new feature coming next to @reshapr.io 🙌

The future of the internet isn't just websites! It's interaction 🌐 In our latest demo, we show how to attach local MCP apps to your @github.com @graphql.org services using reShapr. #AI #MCP #reShapr #FutureOfWeb #DevTools @aaif.io @linuxfoundation.org @anthropic.com 🙌

New reShapr demo! From context chaos to Context Control by attaching precise prompts to your @github.com @graphql.org services. By combining the two, you slash token waste and eliminate hallucinations! - Tools tell the AI what it can do - Prompts tell the AI how to do it #AI #MCP @aaif.io 🙌

Huge congratulations to our vibrant community and to all the people and organizations that have supported and continue to support the @microcks.io journey. This is a major milestone, but still just one step in a long journey to build something that lasts and is built to stay ❤️ #kudos #opensource

More context ≠ better results. In fact, it usually means more hallucinations 📉 With MCP, you need to move from Context Overload to Context Control. Stop sending "everything" and start sending the "right thing" with reShapr. 🔗 reshapr.io/blog/from-co... #AI #API @aaif.io 🙌

Testing multi-protocol APIs shouldn't be a headache. Microcks is now a CNCF incubating project! It helps teams mock and test REST, gRPC, and event-driven APIs natively on Kubernetes. ✅ Specs to mocks in seconds ✅ Unified sync/async testing ✅ OTel & Dapr integration Details: https://bit.ly/4nz6W6R

Happy and proud. Thank you all ❤️🙌

Stop overwhelming your AI with massive API schemas! 🤯 See this new reShapr demo, where we tackle the challenge of MCP "Context Overload" using the GitHub GraphQL API. 📺 Watch the demo in action here: www.youtube.com/watch?v=OjsS... #MCP #AI #GraphQL #API #OpenSource @aaif.io @linuxfoundation.org

reShapr 0.0.10 is out 🎉 ✅ 15% Memory Reduction ✅ Virtual Threads for auth, boosting total throughput ✅ Enhanced CLI to list artifacts attached ✅ Configurable Timeouts for finer control ✅ OpenAPI Specs for all 🔗 Release Notes: github.com/reshaprio/re... Support with a star on GitHub! ⭐ @aaif.io 🙌

Had a blast at Amadeus Engineering Days! ✈️💻 Big thanks to the engineering team for the great exchange on reShapr and the future of MCP-driven architecture. Check out the event here: amadeusitgroup.github.io/engineeringd... #1AEngDays #DeveloperExperience #AI @aaif.io @linuxfoundation.org 🙌

Great to be back with the Amadeus family at Engineering Days! 🏗️ The Microcks booth was buzzing with ideas on advanced API mocking and contract testing. Love seeing the community grow and finding new ways to support internal engineering workflows. @cncf.io @linuxfoundation.org 🙌

🍃 WebAssembly and the Future of the JVM Ecosystem by Andrea Peruffo @ Spring I/O 2026 ▶️ Video: youtu.be/qlhViwZw_qA 🔗 Slides: docs.google.com/presentation... #springio26

Microcks 1.14.0 is out! 🚀 The line between sync & async interactions just got thinner. Key tech updates: - Full simulation of OpenAPI v3 Callbacks. - New Webhooks management UI. - Request-Reply for AsyncAPI! - Live Traces homogenization. Full Release Notes here: microcks.io/blog/microck...

Building a strong community is at the heart of everything we do, and having the support of leaders like @sebi2706.bsky.social means the world to us. In Sébastien’s words, open-sourcing reShapr is a "meaningful step forward for the ecosystem." We couldn't agree more. #JavaChampion #MCP @aaif.io 🙌

🚀 reShapr v0.0.9 is HERE! We’ve just leveled up the engine that turns your APIs AI-native. This release is packed with features to make bridging APIs to MCP even smoother. Check out the full changelog: github.com/reshaprio/re... #OpenSource #MCP #AIagents @aaif.io @linuxfoundation.org 🙌

🤖 Turn ANY API into an MCP server for your AI agents! Import an OpenAPI spec (using open-meteo.com) & bridge it to the Model Context Protocol in seconds using reShapr. ✅ Import .yml specs ✅ Map to backend endpoints ✅ Ready for any MCP clients Watch the magic: youtu.be/EmBNZfUceTI #MCP @aaif.io 🙌

This testimonial from Ludovic Pourrat perfectly captures why we built reShapr: to solve the massive headache of scaling API delivery in the age of AI. When you're dealing with x100 of services, it’s the "definitive solution for scaling agentic context". #APIManagement #MCP #EnterpriseTech @aaif.io

🐳 Want to run reShapr on your own machine? See how to launch your own private instance using Docker in seconds. 1️⃣ reshapr status (Check env) 2️⃣ reshapr run (Launch containers) 3️⃣ reshapr status (Verify & Login) Full demo here: youtu.be/ECZAiXbSwDc #Docker #SelfHosted #MCP #DataPrivacy @aaif.io 🙌