--- title: "claude-mem vs autoMate" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/thedotmack-claude-mem-vs-yuruotong1-automate" tools: ["thedotmack-claude-mem", "yuruotong1-automate"] --- # claude-mem vs autoMate *GraphCanon updated Jul 15, 2026* ## Verdict Pick claude-mem when claude-mem is primarily JavaScript; autoMate is Python; pick autoMate when autoMate is primarily Python; claude-mem is JavaScript. [claude-mem](https://claude-mem.ai) reports 87k GitHub stars, 7.5k forks, and 252 open issues, last pushed Jul 9, 2026. [autoMate](https://github.com/yuruotong1/autoMate) has 3.9k stars, 489 forks, and 6 open issues, last pushed Apr 30, 2026. Figures are from public GitHub metadata via [claude-mem's repository](https://github.com/thedotmack/claude-mem) and [autoMate's repository](https://github.com/yuruotong1/autoMate). | | [claude-mem](/tools/thedotmack-claude-mem.md) | [autoMate](/tools/yuruotong1-automate.md) | | --- | --- | --- | | Tagline | Persistent Context Across Sessions for Every Agent | Like Manus, Computer Use Agent(CUA) and Omniparser, we are computer-using agents.AI-driven local automation assistant that uses natural language to make computers work by themselves | | Stars | 86,816 | 3,931 | | Forks | 7,500 | 489 | | Open issues | 252 | 6 | | Language | JavaScript | Python | | Adopt for | claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity. | - | | Persona | - | - | | Runtime | - | - | | License | Claude-Mem is distributed under the Apache License 2.0, allowing it to be freely used in a variety of development and production environments while maintaining clear licensing terms. | MIT | | Categories | AI Agents, Inference & Serving | AI Agents, Developer Tools, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [claude-mem](/tools/thedotmack-claude-mem.md) | [autoMate](/tools/yuruotong1-automate.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 1d | 76d | | Open issues (now) | 252 | 6 | | Full report | [trust report](/tools/thedotmack-claude-mem/trust.md) | [trust report](/tools/yuruotong1-automate/trust.md) | ## Shared compatibility - **Python**: [claude-mem](/tools/thedotmack-claude-mem.md) - Python runtime; [autoMate](/tools/yuruotong1-automate.md) - Python runtime ## Decision facts: claude-mem - **Requirements:** Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported. - **Adopt for:** claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity. - **License detail:** Claude-Mem is distributed under the Apache License 2.0, allowing it to be freely used in a variety of development and production environments while maintaining clear licensing terms. ## Choose when ### Choose claude-mem if… - claude-mem is primarily JavaScript; autoMate is Python. - License: claude-mem is Apache-2.0, autoMate is MIT. - Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported.. - Tags unique to claude-mem: ai-agents, ai-memory, chromadb, claude. - When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents. ### Choose autoMate if… - autoMate is primarily Python; claude-mem is JavaScript. - License: autoMate is MIT, claude-mem is Apache-2.0. - Tags unique to autoMate: agent, ai, computeruse, deepseek. - Also covers Developer Tools. - autoMate ships Docker support for self-hosted deployment. ## When NOT to use claude-mem - When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate. - If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow. ## When NOT to use autoMate - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## Common questions ### What is the difference between claude-mem and autoMate? claude-mem: Persistent Context Across Sessions for Every Agent. autoMate: Like Manus, Computer Use Agent(CUA) and Omniparser, we are computer-using agents.AI-driven local automation assistant that uses natural language to make computers work by themselves. See the comparison table for live GitHub stats and shared categories. ### When should I choose claude-mem over autoMate? Choose claude-mem over autoMate when claude-mem is primarily JavaScript; autoMate is Python; License: claude-mem is Apache-2.0, autoMate is MIT; Requirements: Requires Node.js v20.0.0 or higher.; Must have the latest version of Claude Code with plugin support.; Auto-installs Bun (JavaScript runtime and process manager) if not already present.; Requires uv (Python package for vector search), auto-installation supported.; Tags unique to claude-mem: ai-agents, ai-memory, chromadb, claude; When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents. ### When should I choose autoMate over claude-mem? Choose autoMate over claude-mem when autoMate is primarily Python; claude-mem is JavaScript; License: autoMate is MIT, claude-mem is Apache-2.0; Tags unique to autoMate: agent, ai, computeruse, deepseek; Also covers Developer Tools; autoMate ships Docker support for self-hosted deployment. ### When should I avoid claude-mem? When working in environments where Node.js v20.0.0 or higher cannot be installed, as claude-mem requires this version to operate. If your specific AI agent or tool does not integrate with the supported frameworks listed (e.g., Claude Code, OpenClaw), making context persistence ineffective for your workflow. ### When should I avoid autoMate? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### Is claude-mem or autoMate more popular on GitHub? claude-mem has more GitHub stars (86,816 vs 3,931). Stars measure visibility, not whether either tool fits your constraints. ### Are claude-mem and autoMate open source? Yes - both are open-source projects on GitHub (claude-mem: Apache-2.0, autoMate: MIT). ### Where can I find alternatives to claude-mem or autoMate? GraphCanon lists graph-backed alternatives at [claude-mem alternatives](/tools/thedotmack-claude-mem/alternatives) and [autoMate alternatives](/tools/yuruotong1-automate/alternatives) ([claude-mem markdown twin](/tools/thedotmack-claude-mem/alternatives.md), [autoMate markdown twin](/tools/yuruotong1-automate/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/thedotmack-claude-mem-vs-yuruotong1-automate.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, claude-mem or autoMate? claude-mem: Very active. autoMate: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for claude-mem and autoMate? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [claude-mem trust report](/tools/thedotmack-claude-mem/trust); [autoMate trust report](/tools/yuruotong1-automate/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=thedotmack-claude-mem`](/api/graphcanon/graph?tool=thedotmack-claude-mem) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_