Agents rely on APIs for real-time data and context, but turning those APIs into something AI agents can use is often where the friction starts.
Today, we’re announcing reShapr, a new open-source project that helps teams turn existing APIs into MCP tools for AI agents.
Converting APIs into MCP servers today often requires additional infrastructure, custom code, and ongoing maintenance. This slows down adoption and introduces security and reliability challenges. reShapr removes that friction by providing a direct path from API to agent.
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No-code API to MCP conversion
Translate OpenAPI, GraphQL, and gRPC APIs into MCP servers without needing to generate or maintain server code.
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Explicitly scoped API exposure
Select and expose only the endpoints and data needed by the agent, improving reliability and limiting unnecessary data access.
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API reshaping for agent workflows
Rename, combine, or transform API operations into custom MCP tools that align to how agents execute logic.
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Built-in security and access control
Secure endpoints with OAuth, API keys, and fine-grained access.
reShapr is now live. If you’re building agents, we’d love your input. Here’s how you can get involved:
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Try it out: https://reshapr.io/docs/tutorials/try-reshapr-online -
Join us to shape the future of AI-native APIs on GitHub (https://github.com/reshaprio/reshapr)
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