--- title: "nextpy vs claude-mem" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dot-agent-nextpy-vs-thedotmack-claude-mem" tools: ["dot-agent-nextpy", "thedotmack-claude-mem"] --- # nextpy vs claude-mem *GraphCanon updated Aug 20, 2026* ## Verdict Pick nextpy if nextpy is a framework developed for building self-modifying software with advanced prompt engineering and session state management specifically targeted at large language models; pick claude-mem if claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity. [nextpy](https://dotagent.ai) reports 2.3k GitHub stars, 181 forks, and 23 open issues, last pushed May 1, 2024. [claude-mem](https://claude-mem.ai) has 91k stars, 8.0k forks, and 200 open issues, last pushed Aug 17, 2026. Figures are from public GitHub metadata via [nextpy's repository](https://github.com/dot-agent/nextpy) and [claude-mem's repository](https://github.com/thedotmack/claude-mem). | | [nextpy](/tools/dot-agent-nextpy.md) | [claude-mem](/tools/thedotmack-claude-mem.md) | | --- | --- | --- | | Tagline | Self-Modifying Framework from the Future | Persistent Context Across Sessions for Every Agent | | Stars | 2,348 | 91,018 | | Forks | 181 | 7,953 | | Open issues | 23 | 200 | | Language | Python | JavaScript | | Adopt for | Nextpy is a framework developed for building self-modifying software with advanced prompt engineering and session state management specifically targeted at large language models. | claude-mem provides persistent context across sessions, leveraging AI to capture and compress agent activity. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | 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. | | Categories | AI Agents, Inference & Serving, Model Training | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [nextpy](/tools/dot-agent-nextpy.md) | [claude-mem](/tools/thedotmack-claude-mem.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 841d | 0d | | Open issues (now) | 23 | 200 | | Stars delta | +2 (30d) | +3.3k (30d) | | Open issues delta | 0 (30d) | -116 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/dot-agent-nextpy/trust.md) | [trust report](/tools/thedotmack-claude-mem/trust.md) | ## Shared compatibility - **Python**: [nextpy](/tools/dot-agent-nextpy.md) - Python runtime; [claude-mem](/tools/thedotmack-claude-mem.md) - Python runtime ## Decision facts: nextpy - **Adopt for:** Nextpy is a framework developed for building self-modifying software with advanced prompt engineering and session state management specifically targeted at large language models. ## 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 nextpy if… - nextpy is primarily Python; claude-mem is JavaScript. - Tags unique to nextpy: agent, agi, autogpt, llmops. - Also covers Model Training. - When you require precise control over what the AI system can do by setting clear boundaries, ensuring it does not overstep defined limits while remaining dynamic and self-improving. ### Choose claude-mem if… - claude-mem is primarily JavaScript; nextpy is Python. - 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-memory, chromadb, claude, long-term-memory. - claude-mem ships Docker support for self-hosted deployment. - claude-mem ships an MCP server manifest. - When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents. ## When NOT to use nextpy - If your project does not need precise boundary controls for AI systems or if full session state management with LLMs is not required. - When working with proprietary models that do not support maintaining state with LLMs or reusing KV caches, since some of Nextpy's optimizations are only available for open-source models. ## 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. ## Common questions ### What is the difference between nextpy and claude-mem? nextpy: Self-Modifying Framework from the Future. claude-mem: Persistent Context Across Sessions for Every Agent. See the comparison table for live GitHub stats and shared categories. ### When should I choose nextpy over claude-mem? Choose nextpy over claude-mem when nextpy is primarily Python; claude-mem is JavaScript; Tags unique to nextpy: agent, agi, autogpt, llmops; Also covers Model Training; When you require precise control over what the AI system can do by setting clear boundaries, ensuring it does not overstep defined limits while remaining dynamic and self-improving. ### When should I choose claude-mem over nextpy? Choose claude-mem over nextpy when claude-mem is primarily JavaScript; nextpy is Python; 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-memory, chromadb, claude, long-term-memory; claude-mem ships Docker support for self-hosted deployment; claude-mem ships an MCP server manifest; When you require seamless and persistent context continuity between different session interactions with Claude Code or other supported agents. ### When should I avoid nextpy? If your project does not need precise boundary controls for AI systems or if full session state management with LLMs is not required. When working with proprietary models that do not support maintaining state with LLMs or reusing KV caches, since some of Nextpy's optimizations are only available for open-source models. ### 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. ### Is nextpy or claude-mem more popular on GitHub? claude-mem has more GitHub stars (91,018 vs 2,348). Stars measure visibility, not whether either tool fits your constraints. ### Are nextpy and claude-mem open source? Yes - both are open-source projects on GitHub (nextpy: Apache-2.0, claude-mem: Apache-2.0). ### Where can I find alternatives to nextpy or claude-mem? GraphCanon lists graph-backed alternatives at [nextpy alternatives](/tools/dot-agent-nextpy/alternatives) and [claude-mem alternatives](/tools/thedotmack-claude-mem/alternatives) ([nextpy markdown twin](/tools/dot-agent-nextpy/alternatives.md), [claude-mem markdown twin](/tools/thedotmack-claude-mem/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/dot-agent-nextpy-vs-thedotmack-claude-mem.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, nextpy or claude-mem? nextpy: Dormant. claude-mem: Very active. 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 nextpy and claude-mem? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [nextpy trust report](/tools/dot-agent-nextpy/trust); [claude-mem trust report](/tools/thedotmack-claude-mem/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dot-agent-nextpy`](/api/graphcanon/graph?tool=dot-agent-nextpy) - 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/_