Octopoda-OS

RyjoxTechnologies/Octopoda-OS
★ 478 stars Python AI/LLM Updated today
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.
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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "octopoda-os": {
      "command": "uvx",
      "args": [
        "octopoda-os"
      ]
    }
  }
}

Or install with pip: pip install octopoda-os

README Excerpt

<h1 align="center">🐙 Octopoda</h1> <p align="center"> <strong>The open-source memory and observability layer for AI agents.</strong><br /> Persistent memory, loop detection, audit trails, and a live dashboard — automatic on <code>pip install</code>. </p> <p align="center"> <a href="https://pypi.org/project/octopoda/"><img src="https://img.shields.io/pypi/v/octopoda?style=flat-square&label=pypi" alt="PyPI" /></a>

Tools (9)

OCTOPODA_API_KEYOCTOPODA_EMBEDDING_MODELOCTOPODA_LICENSE_KEYOCTOPODA_LLM_PROVIDEROCTOPODA_LOCAL_MODEOCTOPODA_OPENAI_API_KEYSYNRIX_DATA_DIRSYNRIX_HEARTBEAT_INTERVAL_SECSYNRIX_MAX_VERSIONS_PER_RUNTIME_KEY

Topics

agent-frameworkai-agentsai-memoryautogencrash-recoverycrewaideveloper-toolsknowledge-graphlangchainllm-agentsloop-detectionmcpmcp-servermemory-enginemulti-agent