nossa-y/activity-frames

Episodic memory for AI agents. Records your screen locally, compiles it into structured activity frames, serves them over MCP. No cloud, no LLM in the loop.

160 stars 7 forks 160 watchers Python MIT License

agent-memory ai-agents computer-use context-engineering episodic-memory llm mcp

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1 Open Issue Need Help Last updated: Jul 19, 2026

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Expose deterministic sessionization reasons for easier debugging about 20 hours ago

enhancement good first issue

nossa-y/activity-frames

160

Episodic memory for AI agents. Records your screen locally, compiles it into structured activity frames, serves them over MCP. No cloud, no LLM in the loop.

Python

#agent-memory#ai-agents#computer-use#context-engineering#episodic-memory#llm#mcp