Reshapr

Reshapr

@reshapr.io

The open source, no-code MCP Server for AI-Native API Access.

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๐Ÿš€ reShapr 1.0.0 is here: our first stability gate. After 460 commits, 20 releases in 202 days, and 10 contributors across 4 countries. ๐Ÿ”— reshapr.io/blog/reshapr... Next stop: the @aaif.io Sandbox ๐Ÿ™Œ #MCP #OpenSource #AIAgents @linuxfoundation.org

reshapr.ioreShapr 1.0.0: Crossing Our First Stability Gate ๐Ÿš€ | reShaprreShapr reaches 1.0.0: hardened security, reliability guarantees, and the numbers behind six months of building in the open, as we set our sights on the AAIF Sandbox.

๐Ÿ“ข reShapr 1.1.0 is out, with ๐—–๐—ผ๐—ฑ๐—ฒ ๐— ๐—ผ๐—ฑ๐—ฒ for MCP. ๐—ฆ๐˜๐—ผ๐—ฝ ๐˜€๐—ฒ๐—ป๐—ฑ๐—ถ๐—ป๐—ด ๐Ÿฑ๐Ÿฌ ๐˜๐—ผ๐—ผ๐—น ๐˜€๐—ฐ๐—ต๐—ฒ๐—บ๐—ฎ๐˜€ ๐˜๐—ผ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—Ÿ๐—Ÿ๐— . Expose 3 meta-tools instead: โ€ข ย search_tools: discover endpoints on demand โ€ข ย get_api_types: fetch only the types it needs โ€ข ย execute_code: run sandboxed JS in the proxy to chain calls & return the result

github.comRelease 1.1.0 ยท reshaprio/reshaprChangelog ๐Ÿš€ Features 01ba69a #557 Add tool name on operation card, remove unwanted warning and add completion in editor, closes #557 6d8bdf6 #471 Revert the renaming of the doCallBackend() method,...
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โ€ข Fix for OOM crashes on massive payloads and gRPC sync limits โ€ข Better OpenAPI parameter merging and GraphQL NonNull types Works on your existing REST, GraphQL, and gRPC APIs. ๐—ก๐—ผ ๐—ฟ๐—ฒ๐˜„๐—ฟ๐—ถ๐˜๐—ฒ. Release notes: github.com/reshaprio/re... #MCP #AIAgents #OpenSource #APIs @aaif.io @linuxfoundation.org ๐Ÿ™Œ

github.comRelease 1.1.0 ยท reshaprio/reshaprChangelog ๐Ÿš€ Features 01ba69a #557 Add tool name on operation card, remove unwanted warning and add completion in editor, closes #557 6d8bdf6 #471 Revert the renaming of the doCallBackend() method,...

๐Ÿ“ข reShapr 1.1.0 is out, with ๐—–๐—ผ๐—ฑ๐—ฒ ๐— ๐—ผ๐—ฑ๐—ฒ for MCP. ๐—ฆ๐˜๐—ผ๐—ฝ ๐˜€๐—ฒ๐—ป๐—ฑ๐—ถ๐—ป๐—ด ๐Ÿฑ๐Ÿฌ ๐˜๐—ผ๐—ผ๐—น ๐˜€๐—ฐ๐—ต๐—ฒ๐—บ๐—ฎ๐˜€ ๐˜๐—ผ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—Ÿ๐—Ÿ๐— . Expose 3 meta-tools instead: โ€ข ย search_tools: discover endpoints on demand โ€ข ย get_api_types: fetch only the types it needs โ€ข ย execute_code: run sandboxed JS in the proxy to chain calls & return the result

github.comRelease 1.1.0 ยท reshaprio/reshaprChangelog ๐Ÿš€ Features 01ba69a #557 Add tool name on operation card, remove unwanted warning and add completion in editor, closes #557 6d8bdf6 #471 Revert the renaming of the doCallBackend() method,...

Also in 1.1.0: โ€ข Hardened sandbox with time, memory, and tool-call limits, and a CPU-loop guard โ€ข Audit logs on every Code Mode execution โ€ข Elicitation pre-flight, so user-consent flows work in Code Mode โ€ข toolExposureModeย  per plan: ย TOOLSย , ย CODE, or ย HYBRIDย  .../...

github.comRelease 1.1.0 ยท reshaprio/reshaprChangelog ๐Ÿš€ Features 01ba69a #557 Add tool name on operation card, remove unwanted warning and add completion in editor, closes #557 6d8bdf6 #471 Revert the renaming of the doCallBackend() method,...

๐Ÿ“ข Comment connecter vos API existantes aux LLM pour la production ? Le Model Context Protocol (MCP) s'impose comme le standard pour nourrir les IA avec vos donnรฉes mรฉtiers. Mais sur le terrain, comment transformer vos endpoints REST, GraphQL ou gRPC sans tout rรฉรฉcrire ?

youtube.com2026-10-13 - Reshap(e)r vos API en MCP Servershttps://www.parisjug.org/events/2026/10-13-api-mcp-couverture-tests/ 19h30 : Reshap(e)r vos API en MCP Servers Le Model Context Protocol (MCP) sโ€™impose pour connecter les LLM ร  vos donnรฉes. Maisโ€ฆ
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๐Ÿ”น Architecture & Dรฉmo : Principes du reshaping, cas pratiques et retours d'expรฉrience sur les bรฉnรฉfices. ๐Ÿ”น Quarkus everywhere : Compilation native GraalVM, moteur WASM, clustering et observabilitรฉ. ๐Ÿ”น Cloud Native : Dรฉploiement et gestion sur Kubernetes via Operator et Admission Controller (JOSDK).

๐Ÿ“ข Comment connecter vos API existantes aux LLM pour la production ? Le Model Context Protocol (MCP) s'impose comme le standard pour nourrir les IA avec vos donnรฉes mรฉtiers. Mais sur le terrain, comment transformer vos endpoints REST, GraphQL ou gRPC sans tout rรฉรฉcrire ?

youtube.com2026-10-13 - Reshap(e)r vos API en MCP Servershttps://www.parisjug.org/events/2026/10-13-api-mcp-couverture-tests/ 19h30 : Reshap(e)r vos API en MCP Servers Le Model Context Protocol (MCP) sโ€™impose pour connecter les LLM ร  vos donnรฉes. Maisโ€ฆ

C'est ce soir ! Retrouvez-nous au @parisjug.org ! ๐Ÿš€ Envie de dรฉcouvrir comment transformer vos API (REST, GraphQL, gRPC) en serveurs MCP prรชts pour l'IA avec reShapr ? ๐Ÿค–โš™๏ธ Venez rencontrer les maintainers (@lbroudoux.bsky.social et @kheddache.me ) du projet et รฉchanger avec la communautรฉ Java ๐Ÿ‡ซ๐Ÿ‡ท !

๐Ÿ“… Mardi 13 Octobre 2026 โฐ Accueil dรจs 19h00 (dรฉbut des talks ร  19h30) ๐Ÿ“ Dans les locaux d'Exalt IT Au programme de la soirรฉe : 1๏ธโƒฃ Reshap(e)r vos API en MCP Servers avec Quarkus, GraalVM & Kubernetes (avec Laurent Broudoux) 2๏ธโƒฃ Buffet offert par Exalt IT ๐Ÿ•๐Ÿป 3๏ธโƒฃ La couverture du code (avec Sidney Cohen)

parisjug.orgSoirรฉe API via MCP et tests bien couvertsDate et lieu Mardi 13 Octobre 2026 ร  19h00 Dans les locaux de Exalt IT Les sessions sont filmรฉes et le public est photographiรฉ. Les photographies sont ensuite publiรฉes sur le site du Paris JUG etโ€ฆ

Vaishnav has been a key contributor, driving improvements and helping shape our open source MCP platform. Weโ€™re thrilled to have him take on this role to help guide code quality, review PRs, and support the community.

Fashion e-commerce teams used to manually sync product data from PLM to Shopify, every season, SKU by SKU. Guillaume Goisset fixed that using reShapr, no MCP server code, OAuth2-secured. Now it's just "sync this to that store." ๐Ÿ‘ to Guillaume for sharing it. ๐Ÿ”— reshapr.io/blog/buildin... @aaif.io

reshapr.ioFrom PLM to Shopify in One Prompt: Building Sync Check with reShapr | reShaprHow an independent consultant gave a fashion brand's e-commerce team one MCP connector to search its PLM catalog and sync products and prices to its Shopify stores, built on two existing APIs withโ€ฆ

๐Ÿš€ Big milestone for reShapr: Shoutout to Guillaume Goisset for becoming our very first public adopter! Guillaume (Head of Automation at @paycaptain.bsky.social & independent consultant) is using reShapr to connect AI assistants directly with core business systems:

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We're in touch with many teams actively using or evaluating reShapr. If you're building with us, join the movement: adding your company and use case to our public adopters list gives the project massive momentum and directly supports our growing open-source community.

๐Ÿš€ Big milestone for reShapr: Shoutout to Guillaume Goisset for becoming our very first public adopter! Guillaume (Head of Automation at @paycaptain.bsky.social & independent consultant) is using reShapr to connect AI assistants directly with core business systems:

- PayCaptain: Bringing AI capabilities to their payroll API. - Fashion Retail: Translating plain-language queries into PLM product catalog searches and syncing products/prices across multiple Shopify stores via cross-service scripted Custom Tools. Don't stay in the shadows!

Doc should be usable by humans & by AI ๐Ÿค– reShapr now scores a perfect 100/100 (A+) for AI agent usability! ๐Ÿš€ Thanks to llms.txt coverage, content negotiation, HTML/Markdown parity, AI tools can seamlessly discover and consume our docs. ๐ŸŒ reshapr.io/docs #AIAgents @aaif.io @linuxfoundation.org ๐Ÿ™Œ

Huge upgrade for the reShapr documentation! ๐Ÿ“šโœจ ๐Ÿ› ๏ธ 20+ new tutorials (CLI to K8s GitOps, Web UI & Ops) ๐Ÿ’ก 12+ explanation pages (multi-tenancy, security, architecture) ๐Ÿ“– 10 reference guides (full API specs & extension points) Check it out ๐Ÿ‘‡ ๐ŸŒ reshapr.io/docs #OpenSource @aaif.io @linuxfoundation.org

Weโ€™re excited to announce v0.0.1 of reShapr Kubernetes Controllers! ๐Ÿ“ฆ You can now manage your reShapr resources the Kubernetes-native way with CRDs, an Operator, and an Admission Webhook shipped in a single repo. ๐Ÿ”— github.com/reshaprio/re... #OpenSource @cncf.io @aaif.io @linuxfoundation.org ๐Ÿ™Œ

github.comRelease 0.0.1 ยท reshaprio/reshapr-controllersChangelog ๐Ÿš€ Features 967ea4e #41 Finalize implementation of AdmissionController, closes #41 cbc5205 implement proxy sidecar injection with headless service discovery for embedded Infinispan (#27),...

๐Ÿ”น GitOps Ready: Deploy your MCP Servers declaratively with Git-versioned, predictable, and reproducible configurations. ๐Ÿ”น Developer-Friendly: Simply add io.reshapr/inject: "true" to your Kubernetes Deployment annotations to automatically inject a Reshapr proxy sidecar container!

๐Ÿ”น Zero Friction: Exposing your APIs via MCP is now a commodity, no waiting for centralized proxy provisioning. โญ Drop a star on GitHub to support the project!

- OAuth: Added at+jwt support, cached JWKS retrieval, and RFC 6750-compliant error handling. - Smoother MCP Customization: Extended Artifact editor validation makes tweaking your MCP server a breeze: www.linkedin.com/feed/update/...). - Configurable client caching hints for MCP Servers.

Reshapr reposted

๐Ÿ’ก @reshapr.io has Artifacts, so you can declare Prompts, MCP Apps, Custom Tools, and Filters to your MCP Server with minimal effort. But it's still a new grammar to learn... We tweaked the Artifact editor in the next release to make it easier for you! Check it out ๐ŸŽฌ

Reshapr reposted

Wrapping up an incredible week in Bengaluru for Apidays ๐Ÿ‡ฎ๐Ÿ‡ณโœจ Loved visiting local @microcks.io adopters and contributors in person to plan our open source collaboration & present @reshapr.io face-to-face. Kudos to Amadeus for leading the curve and for all your support ๐Ÿ‘ @cncf.io @aaif.io ๐Ÿ™Œ

๐Ÿ’ก "The Enterprise MCP Scaling Paradox: Why Every Agent Needs a Tailored Backend" Exposing maximalist, all-in-one MCP servers to AI agents creates serious enterprise friction: token bloat, higher latency, and expanded attack surfaces.

aaif.ioEnterprise MCP Scaling Paradox: Why Agents Need Tailored Backends - Agentic AI Foundation (AAIF)Explore why scaling Model Context Protocol in enterprises creates operational challenges - from server proliferation to governance gaps - and how tailored backends solve the paradox.

This piece explores why spinning up a new MCP server for every service creates scaling, governance, security, and observability challenges, and examines emerging platform approaches to address them. Read Mauricio Salatino and Laurent Broudoux's blog: https://bit.ly/4w8SuEU

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๐Ÿ›ก๏ธ Governance without Sprawl: Maintain centralized protocol management, dual OAuth security, and seamless version updates across your entire API estate.

๐Ÿ’ก "The Enterprise MCP Scaling Paradox: Why Every Agent Needs a Tailored Backend" Exposing maximalist, all-in-one MCP servers to AI agents creates serious enterprise friction: token bloat, higher latency, and expanded attack surfaces.

aaif.ioEnterprise MCP Scaling Paradox: Why Agents Need Tailored Backends - Agentic AI Foundation (AAIF)Explore why scaling Model Context Protocol in enterprises creates operational challenges - from server proliferation to governance gaps - and how tailored backends solve the paradox.

This piece explores why spinning up a new MCP server for every service creates scaling, governance, security, and observability challenges, and examines emerging platform approaches to address them. Read Mauricio Salatino and Laurent Broudoux's blog: https://bit.ly/4w8SuEU

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๐ŸŽฏ How @reshapr.io Resolves the Paradox? This vision is directly aligned with why we built reShapr: โšก Zero-Code Adaptation: Instantly convert existing enterprise APIs (REST, GraphQL, gRPC) into lightweight, task-focused MCP servers without re-architecting your backend.

๐ŸŽฏ Agent-Tailored Interfaces: Expose only the specific tools and endpoints an agent needs for a given task, eliminating context bloat and keeping agent executions fast and secure.

๐Ÿ’ก "The Enterprise MCP Scaling Paradox: Why Every Agent Needs a Tailored Backend" Exposing maximalist, all-in-one MCP servers to AI agents creates serious enterprise friction: token bloat, higher latency, and expanded attack surfaces.

aaif.ioEnterprise MCP Scaling Paradox: Why Agents Need Tailored Backends - Agentic AI Foundation (AAIF)Explore why scaling Model Context Protocol in enterprises creates operational challenges - from server proliferation to governance gaps - and how tailored backends solve the paradox.

This piece explores why spinning up a new MCP server for every service creates scaling, governance, security, and observability challenges, and examines emerging platform approaches to address them. Read Mauricio Salatino and Laurent Broudoux's blog: https://bit.ly/4w8SuEU

On the flip side, manually coding custom MCP servers for every internal workflow leads to maintenance nightmares, "shadow MCP" sprawl, and massive boilerplate. This post from the @aaif.io (AAIF) hits the nail on the head regarding the structural challenge facing modern AI infrastructure.

๐Ÿš€ 500+ followers on LinkedIn! Incredible to see so many enterprise builders with real agentic workflows excited about our approach: turning existing APIs (REST, GraphQL, and gRPC) into task-focused MCP servers for AI agents, with zero code! #AIAgents #EnterpriseAI @aaif.io @linuxfoundation.org ๐Ÿ™Œ

Want to support the journey? ๐Ÿ‘‰ Follow our page to stay ahead of the curve on agentic infrastructure. โญ Give us a star on GitHub to help more devs discover reshapr! ๐Ÿ”— GitHub: github.com/reshaprio/re...

Hello! We're thrilled to release Reshapr version 0.2.0ย  today ๐ŸŽ‰ This is the main milestone to 1.0.0 (scheduled for early September). Release notes are here: github.com/reshaprio/re... Don't forget to put a star โญ๏ธ on the GitHub repo to support the project! #opensource @aaif.io @linuxfoundation.org

github.comRelease 0.2.0 ยท reshaprio/reshaprChangelog ๐Ÿš€ Features f6e7252 #309 Complete test infrastructure configuration doc, closes #309 05bc5a5 #275 Add guardrail to prevent starting the proxy if fqnds is an empty string, closes #275 8587...

0.2.0 brings some huge changes: - Support for MCP 2026-07-28 version! With the full conformance test suite being green โœ… - A revisited version negotiation mechanism for seamless upgrade of your servers and clients (see: youtu.be/iqk3lcuASD8)

youtu.beZero-Code MCP Protocol Upgrades: Support 2026-07-28 Instantly ๐Ÿ˜ŽMCP moved to a sessionless protocol with the 2026-07-28 version update! Do you have to upgrade all your servers and manually sync them every time client protocols change? Not with reShapr. reShaprโ€ฆ

Instantly enable your reShapr MCP servers and tools for MCP protocol version 2026-07-28, from 2025-11-25 ๐Ÿ˜Ž

Laurent Broudoux@lbroudoux.bsky.social

๐Ÿค– MCP moved to a sessionless protocol last week with the 2026-07-28 version. Do you have to upgrade your servers and sync them with your clients' updates too? ๐Ÿ’ก @reshapr.io is different: it exposes multiple versions & negotiates for seamless updates โ™ป๏ธ with no code!