What LLM does the agent use?
The agent uses Google’s Gemini LLM for event log analysis. A `GEMINI_API_KEY` environment variable is required; if not set, a mock LLM is used.
@mwill20
基本情報
Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis. Supports interactive CLI and MCP server mode.
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ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。
Personal Productivity Agent is a Python-based tool for Windows systems that helps with file operations, system information, and productivity tasks, and uses Google’s Gemini LLM to analyze Windows Event Logs. It can run as an interactive command-line assistant or as an MCP server for programmatic integration.
Ensure Python 3.x is installed, set the GEMINI_API_KEY environment variable, and install the required package (google-generativeai). Run python main_agent.py for the interactive CLI, or python main_agent.py --mcp-mode to start the MCP server that accepts JSON requests on stdin.
.ics calendar filesThe agent uses Google’s Gemini LLM for event log analysis. A `GEMINI_API_KEY` environment variable is required; if not set, a mock LLM is used.
Python 3.x is needed, and the `google-generativeai` package must be installed. The agent is designed for Windows (uses Windows Event Logs, file system operations, and notifications).
Run `python main_agent.py --mcp-mode`. The agent then listens for JSON-formatted requests on stdin and returns JSON responses on stdout.
Yes, in MCP mode it communicates via a simple JSON protocol over stdio, making it easy to connect with orchestrators or TypeScript-based agents.
Set the environment variable `GEMINI_API_KEY` in PowerShell (e.g., `$env:GEMINI_API_KEY = "YOUR_API_KEY_HERE"`) before launching the agent. Do not commit the key to version control.

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