Ross ROSS = Recommend OSS · open-source software intelligence for agents

TencentCloud/Octop

A smarter, self-hosted AI assistant — multi-user, multi-agent. observed · 2026-08-28

github.com/TencentCloud/Octop · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

80/100

  • Activity 99
  • Release rhythm 99
  • Longevity 4

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 1
  • age_days: 56
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 20

Full methodology

Adoption not part of the score

1203 stars · 152 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Octop is an open-source, self-hosted AI assistant built on a multi-agent, multi-user architecture that runs entirely on your own machine. It offers a web dashboard, CLI, and IM integrations (Feishu, DingTalk, QQ, Discord, WeCom), with an expert library, OAuth/MCP connectors, long-term memory, and built-in security features like JWT isolation and PII redaction.

Use cases

  • self-host a private AI assistant for my family or team
  • run multiple AI agents with different personalities in parallel
  • chat with an AI assistant from Discord or DingTalk
  • give my AI assistant long-term memory across conversations
  • set up a multi-user AI assistant with per-user data isolation
  • connect AI agents to tools via MCP and OAuth connectors
  • use AI agents inside my IDE via ACP

When to choose

  • you want full privacy and self-hosting with no cloud dependency
  • you need multi-user support with authentication and data isolation
  • you want agents reachable from IM platforms like Feishu, DingTalk, or Discord
  • you need extensible agents with MCP connectors and an expert/skill library

When to avoid

  • you need a fully managed SaaS assistant with zero setup
  • you only need a simple single-user chatbot without agent orchestration
  • you require non-Python deployment environments or mobile-native apps

Facets

application · maturity active

agent-framework chatbot chat-interface rag mcp web-framework http-server cli security scheduling artificial-intelligence large-language-models chatbots self-hosted privacy developer-tools python self-hosted cross-platform cli multi-agent multi-user local-first long-term-memory im-integrations expert-library mbti-personas acp feishu dingtalk discord jwt-auth pii-redaction ai-agents automation web-server docker

2 sources

Member repositories

RepositoryRoleHealth v2
TencentCloud/Octopmain80

For agents

markdown · JSON · MCP: product_card(name="TencentCloud/Octop")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem