reshapr/reshapr-ctrl repository overview

reShapr is the open source, no-code MCP Server for AI-Native API Access. It bridges the gap between traditional REST/GraphQL/gRPC services and LLMs by transforming complex services into discoverable, optimized MCP tools.

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✨ Transform any API into lean LLM contexts in seconds.

⁠🧠 Solving the "Context Window" Problem

One of the biggest hurdles in building AI agents is Context Overload. Sending massive JSON responses to an LLM wastes tokens and degrades performance.

reShapr introduces Context Control⁠

⁠🌟 Key Features

• AI-Native Transformation: Auto-transform API services into LLM-friendly tools.
• Context Control: Filter and slim down payloads before they reach the LLM.
• Multi-Protocol: REST, GraphQL, and gRPC support.
• No-Code: Configure and deploy in minutes.

📖 Full Documentation⁠ | Discord Community⁠