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...
๐ https://t.co/PTGIooHkM8
@AgenticAIFdn
๐จ The @reshaprio next release is in the pipes with a new UI for both management and users' operations! Thanks, @tmathias59, for starting this initiative ๐โโ๏ธ
It has never been easier to manage multi-tenant #MCP Servers deployment at scale ๐
๐ฟ๐ฒ๐ฆ๐ต๐ฎ๐ฝ๐ฟ is gaining ๐๐ฒ๐ฟ๐ถ๐ผ๐๐ ๐บ๐ผ๐บ๐ฒ๐ป๐๐๐บ! ๐
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:
โญ ๐ญ๐ฌ๐ฌ+ ๐ฆ๐๐ฎ๐ฟ๐ on GitHub
๐ฅ ๐ฐ๐ฌ๐ฌ+ ๐๐ผ๐น๐น๐ผ๐๐ฒ๐ฟ๐ right here on LinkedIn
A massive thank you to everyone contributing, testing, and driving this project forward. Weโre just getting started!
๐ช๐ฎ๐ป๐ ๐๐ผ ๐ท๐ผ๐ถ๐ป ๐๐ต๐ฒ ๐บ๐ผ๐๐ฒ๐บ๐ฒ๐ป๐?
Help us keep the momentum going! Star our repo, follow our journey, and join our growing community of builders.
๐ ๐๐ฒ๐ ๐ฎ๐น๐น ๐ผ๐๐ฟ ๐น๐ถ๐ป๐ธ๐ ๐ต๐ฒ๐ฟ๐ฒ: https://t.co/AuNbXHIJpq
#OpenSource #Developers #TechCommunity #SoftwareEngineering #EnterpriseTech @AgenticAIFdn@linuxfoundation ๐
๐จ Why do most AI agents fail on real-world APIs?
Itโs not the model. Itโs ๐๐ข๐ก๐ง๐๐ซ๐ง ๐ช๐๐ก๐๐ข๐ช ๐๐๐ข๐๐ง.
When LLMs receive massive JSON payloads full of irrelevant data, they become slow, expensive, and unpredictable.
Thatโs exactly what reShapr solves.
reShapr instantly converts any @OpenApiSpec, @GraphQL, or @grpcio endpoint into a clean, production-ready MCP tool with:
โข Intelligent output filtering
โข TOON compression format
โข Native OpenTelemetry audit logs
โข Zero-trust security model
No custom wrappers. No maintenance nightmare.
โ Smaller context windows
โ Faster agents
โ Full control & observability (@opentelemetry + Audit)
Try it:
- https://t.co/aWz30CvqPO
or
- https://t.co/UBsSsbqGvz
GitHub: https://t.co/h7ag0XvcQo (don't forget to put a โญ๏ธ)
Whatโs your biggest API + LLM pain point? Comment below ๐
#MCP #AIAgents #LLM #OpenSource #SpringAI @AgenticAIFdn / @linuxfoundation ๐
๐ค 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, observe at scale?
๐ Register: https://t.co/th9g1jB5vP
@AgenticAIFdn
๐ 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 ๐ ๏ธ๐ค
Available on our YouTube channel: https://t.co/Y59RqXl883
@AgenticAIFdn@linuxfoundation ๐
๐ reShapr v0.0.12 is live!
News:
๐ Proxy Audit Logs: Built on @opentelemetry (SIEM ready).
โ๏ธ Output Filtering: Trim down backend API responses
๐ TOON Format Support: Further compress payload
๐ก๏ธ K8s Enhancements: Stronger auth/authz
๐ https://t.co/1gB6MIEgSl
@AgenticAIFdn
๐ 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! ๐ https://t.co/UbcMvIIx5L
@AgenticAIFdn ๐
๐ @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 ๐
๐ https://t.co/HSLCzUyJvI
๐ reShapr v0.0.11 is here!
๐น OIDC: Delegate control plane auth to your IdP, Helm Charts v0.0.5 simplified
๐น OAuth: Support for clientSecret during elicitations
๐น Core: Quarkus upgraded
๐ https://t.co/nJlcITpwYy
Show your support with a โญ on GitHub!
@AgenticAIFdn ๐
๐ง In the AI era, more than ever, organizations need to know who called what tool, how, and what came back! And they need this in the system they already use! ๐ก
Having fun today implementing an Audit Log for @reshaprio using @opentelemetry standards (with @dash0hq views here)
@github@GraphQL@AgenticAIFdn@linuxfoundation@AnthropicAI Using the @getpostman MCP client, we demonstrate that these apps introduce a human-centric interaction layer that enhances the user experience, making services more intuitive, appealing and accessible for the next generation of the internet.
Watch Demo ๐บ https://t.co/m2G8qjm5Ad
@github@GraphQL@AgenticAIFdn In this session, we use @awscloud & @AWSOpen's kiro-cli as our MCP client to show exactly how these prompts are discovered and executed in a real-world LLM environment.
Watch the Demo on @YouTube : ๐บ https://t.co/Qp0uOpkpAT
๐ reShapr demo! From MCP context chaos to Context Control by attaching precise prompts to your @github@GraphQL services.
By combining the 2, you slash token waste and eliminate hallucinations!
- Tools tell the AI what it can do
- Prompts tell the AI how to do it
@AgenticAIFdn
@AgenticAIFdn Want to see it in action? ๐บ Check out our GitHub GraphQL demo to see how reShapr handles complex data with ease: https://t.co/VC1KGYYRBZ
More context โ better results. In fact, it usually means more hallucinations ๐
With MCP, you need to move from Context Overload to Context Control. Stop sending "everything" and start sending the "right thing" with reShapr.
๐ https://t.co/nY9WYoFFO8
#AI#API@AgenticAIFdn
@AgenticAIFdn Give it a try and let us know what you think! And if you like what weโre building, donโt forget to โญ us on GitHub: https://t.co/UbcMvIIx5L
Stop overwhelming your AI with massive API schemas! ๐คฏ
See this new reShapr demo, where we tackle the challenge of MCP "Context Overload" using the GitHub GraphQL API.
๐บ Watch the demo in action here: https://t.co/VC1KGYYRBZ
#MCP#AI#GraphQL#API#OpenSource@AgenticAIFdn ๐
reShapr 0.0.10 is out ๐
โ 15% Mem Reduction
โ Virtual Threads for auth, boosting throughput
โ Enhanced CLI to list artifacts attached
โ Configurable Timeouts for finer control
โ OpenAPI Specs for all
๐ Release Notes: https://t.co/NBpHFGkh6g
โค๏ธ GitHub โญ @AgenticAIFdn ๐