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reshapr

by reshaprio·★ 92·Score 47

reShapr is a no-code MCP server that transforms REST/GraphQL/gRPC APIs into AI-native tools with context control.

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Overview

reShapr bridges the gap between traditional APIs and LLMs by auto-transforming complex services into discoverable, optimized MCP tools. It solves context overload problems by filtering and slimming down payloads before they reach the LLM. The server supports multiple protocols (REST, GraphQL, gRPC) and provides a no-code configuration experience allowing users to deploy and configure in minutes.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:Transforming existing REST APIs into MCP tools for AI agents
you:Controlling context size by filtering API responses before sending to LLMs
you:Creating MCP interfaces for GraphQL and gRPC services
you:What APIs does reShapr support?
you:How does reShapr handle context control?

When to choose this

Choose reShapr when you need to transform existing REST/GraphQL/gRPC APIs into MCP tools without writing code and want fine-grained control over the context sent to LLMs.

When NOT to choose this

Don't choose reShapr if you need direct write access to APIs (currently read-only), require real-time data streaming capabilities, or need a solution with enterprise-grade security features.

Comparable tools

api-mcpopenapi-mcppostman-to-mcp

Installation

Install the CLI:

npm install -g @reshapr/reshapr-cli

Run the platform locally:

reshapr run

Connect to control plane and import API:

reshapr login -s http://localhost:5555 -u admin -p password
reshapr import -u https://raw.githubusercontent.com/open-meteo/open-meteo/refs/heads/main/openapi.yml --backendEndpoint https://api.open-meteo.com

Configure Claude Desktop:

{
  "mcpServers": {
    "reshapr": {
      "command": "npx",
      "args": ["@reshapr/reshapr-cli", "serve"]
    }
  }
}

FAQ

What APIs does reShapr support?
reShapr supports REST, GraphQL, and gRPC APIs, with OpenAPI specification import for REST services.
How does reShapr handle context control?
reShapr filters and reduces payload sizes before they reach the LLM, preventing context overload while maintaining essential data.

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reshapr vs ultimate_mcp_serverreshapr vs mcp-server-chartreshapr vs everythingreshapr vs filesystemreshapr vs time
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Last updated · Auto-generated from public README + GitHub signals.