OpenTime

Temporal awareness and time-effort estimation for AI agents.

Overview

AI agents have no concept of time. Their time intuition comes from LLM training data calibrated to human speed, not agent speed. OpenTime gives any AI agent the ability to track time, record events, and learn time-effort estimates through MCP or REST API integration.

Installation

pip install opentime

With REST API support:

pip install opentime[rest]

Quick Start

MCP Server

Add to your MCP client configuration:

{
  "mcpServers": {
    "opentime": {
      "command": "opentime-mcp",
      "env": {
        "OPENTIME_DB_PATH": "~/.opentime/agent.db",
        "OPENTIME_AGENT_ID": "my-agent"
      }
    }
  }
}

REST API

OPENTIME_DB_PATH=~/.opentime/agent.db OPENTIME_AGENT_ID=my-agent opentime-rest

License

MIT