ertad-family/liquid

What it does

ertadfamily/liquid is an MCP (Model Context Protocol) server that enables AI agents to seamlessly connect to and interact with any HTTP REST API. It automatically discovers and maps API endpoints, eliminating the need for manual configuration while providing typed data responses without requiring LLM calls for each API interaction.

How to set up

Install via Python using uvx with the command: uvx from 'liquidapi[mcp]' liquidmcp. The server can be self-hosted and configured to work with your preferred LLM provider (OpenAI, Gemini, Anthropic, local models, or any provider via LiteLLM). Configuration involves pointing the server to your target APIs.

Key features

• Automatic REST API discovery and endpoint mapping
• Typed data responses for deterministic fetching
• No per-call LLM overhead after initial setup
• Multi-provider support via LiteLLM integration
• Self-hosted deployment option
• Compatible with major LLM platforms and local models