Reshapr FAQs

Question 1

What is Reshapr?

Accepted Answer

Reshapr is an open-source, no-code Multi-Protocol Server (MCP Server) that transforms traditional REST, GraphQL, and gRPC API services into optimized, discoverable tools for AI-native applications and large language models (LLMs).

Question 2

How does Reshapr improve LLM performance and reduce costs?

Accepted Answer

Reshapr implements 'Context Control,' filtering and optimizing API payloads to reduce token usage and prevent 'Context Overload,' thereby enhancing LLM performance, accuracy, and cost efficiency by sending only relevant data.

Question 3

What types of API services can Reshapr integrate with?

Accepted Answer

Reshapr offers extensive multi-protocol support, allowing seamless integration with existing REST, GraphQL, and gRPC services, converting them into LLM-friendly tools.

Question 4

Is Reshapr difficult to set up and deploy?

Accepted Answer

No, Reshapr features no-code configuration, enabling quick setup and deployment. You can easily run it locally using Docker and a simple `reshapr run` command.

Question 5

What problem does Reshapr's 'Context Control' solve?

Accepted Answer

Context Control addresses the 'Context Window Problem' by preventing LLMs from receiving massive, unoptimized JSON responses that waste tokens and degrade performance. It slims down payloads, ensuring LLMs get only necessary information.

Reshapr

Reshapr

主な機能

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主な機能

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