core vs mateclaw
Self-hosted, always-on "personal AI OS": watches your apps, keeps a persistent memory graph, and acts autonomously within guardrails — a product, not a library for building agents. — versus — Self-hosted Java agent platform: ReAct plus plan-and-execute 'digital employees' with an LLM Wiki knowledge layer, skills/MCP/ACP tools, approval-gated actions and eight IM channels in one JAR.
core is the single-user personal AI OS — watches your apps, one memory graph, no governance story. MateClaw is the multi-user, approvals-and-audit rendering of the same second-brain idea, deployed as a server.
| core | mateclaw | |
|---|---|---|
| Stars | 1.9k | 1.0k |
| Forks | 187 | 318 |
| Language | TypeScript | Java |
| License | NOASSERTION | Apache-2.0 |
| Last activity | 6 days ago | today |
| Topics | agents, memory | agents, orchestration, memory |
| Curated connections | 10 | 5 |
core — the curator's take
Reach for CORE when you want an event-driven, self-hosted personal assistant that notices things on its own, remembers across sessions via a memory graph, and acts across your apps with per-action approval gates. NOT the pick if you want a framework to embed agents inside your own software (it's a product/OS, not a toolkit), nor if you need to run a multi-agent team/company with org charts and budgets — that's paperclip's lane.
mateclaw — the curator's take
Pick it when the buyer is an IT department rather than a hacker: multi-user workspaces, RBAC and approval gates on sensitive tool calls, audit trail, Spring Actuator health, per-channel error isolation, and provider failover across DashScope/OpenAI/Anthropic/Gemini/DeepSeek/Ollama when a vendor 401s mid-request. Underneath it's a real harness — StateGraph runtime, Team Runs with a durable runId, task DAGs, human approval — not a RAG call in a wrapper. The cost is weight and gravity: Java 21 + Spring Boot 3.5 + Vue, an enormous and fast-moving feature surface (workflows, triggers, Wiki transformations, Dream consolidation, skill mining), and a China-first channel set (DingTalk, Feishu, WeChat Work, QQ) whose value drops sharply outside that ecosystem. For a personal agent on a $5 VPS this is orders of magnitude too much machinery.