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Why reShapr?

· 6 min read
Diagram showing reShapr translating REST, gRPC, and GraphQL APIs into AI-native MCP endpoints without code changesDiagram showing reShapr translating REST, gRPC, and GraphQL APIs into AI-native MCP endpoints without code changes

Why Enterprises Shouldn’t Build MCP Servers from Scratch, and What to Do Instead

The AI-native era is here. Whether you’re integrating copilots into internal workflows, building LLM-powered agents for customer service, or exposing organizational knowledge to a retrieval-augmented generation (RAG) stack, the foundation is the same: (your) APIs.

But there’s a major roadblock that nearly every enterprise hits.

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