AgentQL MCP Server

Base URL: https://api.agentql.com

Install

Quick Start (recommended)

API_KEY=YOUR_API_KEY \
uvx mcparmory-agentql

With pip

pip install mcparmory-agentql
API_KEY=YOUR_API_KEY \
mcparmory-agentql

MCP Client Configuration

Add to your MCP client config (e.g. Claude Desktop, Cursor, Codex):

{
  "mcpServers": {
    "agentql": {
      "command": "uvx",
      "args": ["mcparmory-agentql"],
      "env": {
        "API_KEY": "YOUR_API_KEY"
      }
    }
  }
}

Credentials

Set the following environment variables (via MCP client env config, shell export, or .env file):

• API_KEY — API Key Authentication (X-API-Key) Do not commit credentials to version control.

Run Locally

First, configure your credentials in .env (see Credentials above).

pip install -r requirements.txt
python server.py

Connect MCP Client

Edit .mcp.json and replace <SERVER_DIR> with the absolute path to this directory, then add to your MCP client configuration.

Example (if server is at /home/user/mcp-servers/agentql):

{
  "mcpServers": {
    "agentql": {
      "command": "python",
      "args": ["/home/user/mcp-servers/agentql/server.py"]
    }
  }
}

Docker

Pre-built image (recommended)

docker run -p 8000:8000 \
  -e API_KEY=YOUR_API_KEY \
  ghcr.io/mcparmory/agentql:latest

Build from source

First, configure your credentials in .env (see Credentials above).

docker build -t agentql .
docker run -p 8000:8000 --env-file .env agentql

Before running, make sure ports 8000 are free.### MCP client config (Docker)

For Docker, use SSE transport in your MCP client config:

{
  "mcpServers": {
    "agentql": {
      "type": "sse",
      "url": "http://localhost:8000/sse"
    }
  }
}

Files

• .env - Credentials and server configuration

• .mcp.json - MCP client config template

• Dockerfile - Container build

• LICENSE - MIT license for this generated code

• requirements.txt - Python dependencies

• README.md - This file

• server.py - MCP server entry point

• _auth.py - Authentication handlers

• _models.py - Request/response models

• _validators.py - Input validation

Note: Files starting with . are hidden by default on macOS/Linux. Use ls -a in terminal or enable "Show hidden files" in your file manager to see .env and .mcp.json.