
Octopoda
by ryjoxtechnologies
Open-source memory OS for AI agents with persistent memory, loop detection, and 3D observability.
What it does\nOctopoda is a memory operating system that provides AI agents with persistent memory that survives restarts and crashes. It includes a sophisticated 5-signal loop detector to prevent token waste and an audit trail to visualize agent decision-making in 3D.\n\n## Tools\nExposes 28 tools for memory management, including:\n- remember/recall: Store and retrieve key-value memories.\n- recall_similar: Perform semantic search over agent memory.\n- log_decision: Record decisions with snapshots of agent state.\n- share/read_shared: Coordinate knowledge across multiple agents.\n- set_goal: Track progress toward specific milestones.\n\n## Installation\nAdd to Claude Desktop config (claude_desktop_config.json):\njson\n{\n \"mcpServers\": {\n \"octopoda\": {\n \"command\": \"python\",\n \"args\": [\"-m\", \"synrix_runtime.api.mcp_server\"],\n \"env\": {\n \"OCTOPODA_API_KEY\": \"sk-octopoda-YOUR_KEY\"\n }\n }\n }\n}\n\n\n## Supported hosts\nConfirmed for Claude and Cursor.
Quick install
pip install octopoda[mcp]Information
- Pricing
- freemium
- Published
- 4/21/2026
- stars






