Liquid MCP Server

Connect your agent to any HTTP API on the fly — discover, map, and fetch typed data.

Remote serverstreamable-httpPython

What is the Liquid MCP Server?

Connect your agent to any HTTP API on the fly — discover, map, and fetch typed data.

The short version

Point Liquid at a URL or a database and it works out the interface for you: discovers its shape, maps it to the fields you asked for, and handles auth, pagination and normalization — typed records, no client code. When the upstream drifts, it re-maps and keeps going. The same small API — fetch · query · write · sense — reaches web APIs, databases, other agents (MCP/A2A), email, and even IoT and industrial systems (MQTT, Modbus, OPC UA, BACnet). An LLM does the learning at setup (and on drift); the data path itself makes no model call.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
gRPC✅ unary + server-streaming (reflection)

How to install the Liquid MCP Server

{
  "mcpServers": {
    "liquid": {
      "command": "uvx",
      "args": [
        "liquid-mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

VariableDescriptionRequired
OPENAI_API_KEYDeclared in the maintainer’s client configuration.Check documentation

Example prompts to try

  • “Use Liquid to Interface.”
  • “Use Liquid to GraphQL.”
  • “Use Liquid to gRPC.”

Frequently asked questions

Connect your agent to any HTTP API on the fly — discover, map, and fetch typed data. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.