Why it's useful
One install on your own machine gives everyone private agents with memory, a knowledge base over your documents, MCP connectors and chat through Telegram, Discord and the rest. Can hand coding jobs off to Claude Code or OpenCode.
What it needs
Your own model keys or a local model; some connectors are Tencent/China-focused
Image: Tencent. Octop belongs to Tencent; we just think it's worth knowing about.
More tools like this
Open source · MITAgents & MCP
BrowserSkill
by Tencent
Lets a coding agent use your real, signed-in Chrome or Edge in its own visible window.
Open source · Apache-2.0Agents & MCP
Buzz
by Block
A self-hosted team workspace where people and AI agents share the same chat rooms, repos and workflows.
Open source · MITAgents & MCP
Claude Agent SDK (Python)
by Anthropic
Anthropic's Python library for building your own agents on Claude Code's engine. The library is open source; the Claude Code engine it bundles is not.