Launching reShapr, #opensource project that turns APIs into MCP tools. - OpenAPI, GraphQL & gRPC APIs into MCP tools - Control exactly what agents can access - Reshape APIs into agent-friendly tools - Secure all with OAuth, API keys... 👉 reshapr.io/blog/welcome-to-r… @AgenticAIFdn

🎥 New 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? In our latest demo, we show you how reShapr solves this using two powerful features: Schema Filtering and 𝗧𝗼𝗸𝗲𝗻 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗦𝗲𝗰𝗿𝗲𝘁𝘀 🔐🤖 What you’ll see in this demo: 🔹 Smart Filtering: How we shrink a massive GitHub GraphQL schema down to only the specific queries your MCP client actually needs (keeping your AI agents fast and cost-effective). 🔹 𝗠𝗖𝗣 𝗨𝗥𝗟 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻: How to securely handle authentication so the backend safely requests the GitHub token only when required by the client application. 🔹 MCP in Action: Watch the clean, secure integration come together seamlessly via the reShapr CLI. Enterprise AI requires enterprise-grade security. Stop exposing raw, massive schemas and hardcoded tokens to your LLMs. In this demo, we are using @claudeai from @AnthropicAI 👍 📺 Watch it on YouTube here: youtu.be/y38__Uj5gWo 💻 Try it yourself: try.reshapr.io/ #ModelContextProtocol #MCP #LLM #OpenAI #Claude @AgenticAIFdn @linuxfoundation 🙌

reShapr 𝘃𝘀 Custom code MCP Wrappers? A quick comparison 💡 If you’re spending more time maintaining glue code than building agents, it’s time to try reShapr. 𝗙𝗮𝘀𝘁 𝘀𝗲𝘁𝘂𝗽, 𝗽𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗳𝗶𝗹𝘁𝗲𝗿𝗶𝗻𝗴, 𝗳𝘂𝗹𝗹 𝗼𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗴𝗿𝗮𝗱𝗲 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 / 𝗮𝗹𝗹 𝗼𝗽𝗲𝗻 𝘀𝗼𝘂𝗿𝗰𝗲. Try reShapr: try.reshapr.io GitHub: github.com/reshaprio/reshapr(we love ⭐️) Choose wisely. #AIAgents #OpenSource #DeveloperExperience @AgenticAIFdn @linuxfoundation 🙌

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! Here's what's new or has changed: - A 𝗪𝗲𝗯 𝗨𝗜 to support management as well as users' operations. This initiative was started by one adopter ❤️ and will evolve based on community contributions and feedback - A new reshapr run `--ui` flag allows seamless 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗼𝗳 𝘁𝗵𝗲 𝗨𝗜 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 - Users can now be members of 𝗺𝗮𝗻𝘆 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝘀𝘄𝗶𝘁𝗰𝗵 using `reshapr switch-org` command - 𝗔𝘂𝗱𝗶𝘁 𝗹𝗼𝗴𝘀 𝗵𝗮𝘃𝗲 𝗯𝗲𝗲𝗻 𝗶𝗺𝗽𝗿𝗼𝘃𝗲𝗱 to track tools/call true outcome - 𝗘𝗹𝗶𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻-𝗯𝗮𝘀𝗲𝗱 𝘀𝗲𝗰𝗿𝗲𝘁𝘀 are now evicted from the session in case of authentication failure Check the full release notes: github.com/reshaprio/reshapr… Don't forget to put a star ⭐️ on the GitHub repo to support the project! @AgenticAIFdn @linuxfoundation 🙌

🎨 The @reshaprio next release is in the pipes with a new UI for both management and users' operations! Thanks, @tmathias59, 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. This week, we hit two fantastic milestones thanks to your support: ⭐ 𝟭𝟬𝟬 𝗦𝘁𝗮𝗿𝘀 on GitHub 👥 𝟰𝟬𝟬 𝗙𝗼𝗹𝗹𝗼𝘄𝗲𝗿𝘀 right here on LinkedIn A massive thank you to everyone contributing, testing, and driving this project forward. We’re just getting started! 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲 𝗺𝗼𝘃𝗲𝗺𝗲𝗻𝘁? Help us keep the momentum going! Star our repo, follow our journey, and join our growing community of builders. 👉 𝗚𝗲𝘁 𝗮𝗹𝗹 𝗼𝘂𝗿 𝗹𝗶𝗻𝗸𝘀 𝗵𝗲𝗿𝗲: reshapr.io/community #OpenSource #Developers #TechCommunity #SoftwareEngineering #EnterpriseTech @AgenticAIFdn @linuxfoundation 🙌

🚨 Why do most AI agents fail on real-world APIs? It’s not the model. It’s 𝗖𝗢𝗡𝗧𝗘𝗫𝗧 𝗪𝗜𝗡𝗗𝗢𝗪 𝗕𝗟𝗢𝗔𝗧. When LLMs receive massive JSON payloads full of irrelevant data, they become slow, expensive, and unpredictable. That’s exactly what reShapr solves. reShapr instantly converts any @OpenApiSpec, @GraphQL, or @grpcio endpoint into a clean, production-ready MCP tool with: • Intelligent output filtering • TOON compression format • Native OpenTelemetry audit logs • Zero-trust security model No custom wrappers. No maintenance nightmare. → Smaller context windows → Faster agents → Full control & observability (@opentelemetry Audit) Try it: - reshapr.io/docs/tutorials/tr… or - reshapr.io/docs/how-to-guide… GitHub: github.com/reshaprio/reshapr (don't forget to put a ⭐️) What’s your biggest API LLM pain point? Comment below 👇 #MCP #AIAgents #LLM #OpenSource #SpringAI @AgenticAIFdn / @linuxfoundation 🙌

🚀 Control your LLM context like a pro! See how to use reShapr and @getpostman 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: youtube.com/watch?v=PVfznWFv… @AgenticAIFdn @linuxfoundation 🙌

🚀 reShapr v0.0.12 is live! News: 🔒 Proxy Audit Logs: Built on @opentelemetry (SIEM ready). ✂️ Output Filtering: Trim down backend API responses 📉 TOON Format Support: Further compress payload 🛡️ K8s Enhancements: Stronger auth/authz 👉 github.com/reshaprio/reshapr… @AgenticAIFdn

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

📉 @reshaprio 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/reshapr…

🚀 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/reshapr… Show your support with a ⭐ on GitHub! @AgenticAIFdn 🙌

Coming soon to reShapr, stay tuned for the next release 😉