by sdsrss · MCP Server · ★ 50
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English | 中文 claude-mem-lite is a persistent memory (also called long-term memory or cross-session context) system for Claude Code — Anthropic's CLI coding agent. It runs as an MCP server plus a set of Claude Code hooks, automatically capturing coding observations, decisions, and bug fixes during sessions, then providing hybrid full-text + semantic search to recall them later. Compared to general-purpose LLM memory frameworks like or the MCP reference server, claude-mem-lite is purpose-built for Claude Code's hook lifecycle: episode batching cuts LLM calls 7–10× vs the original claude-mem (an estimated 600× lower total cost — see the cost model below; this is an architecture estimate, not a measured benchmark), while the hybrid FTS5 + TF-IDF retriever benchmarks at 0.88 Recall@10 / 0.96 Precision@10. 中文简介：claude-mem-lite 是 Claude Code 的轻量级持久化记忆 / 长期记忆 / 跨会话上下文插件，基于 MCP 协议 + 钩子机制，自动捕获编码会话中的决策、修复和上下文，并通过 FTS5 + TF-IDF 混合检索召回。详见 中文 README。 Zero external services. Single SQLite database. Minimal overhead. Why claude-mem-lite? A ground-up redesign of claude-mem, replacing its heavyweight
| Stars | 50 |
| Forks | 3 |
| Language | JavaScript |
| Category | MCP Server |
| License | MIT |
| Quality Score | 61.0107483892602/100 |
| Last Updated | 2026-07-24 |
| Created | 2026-02-08 |
| Platforms | claude-code, mcp, node |
| Est. Tokens | ~24k |
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claude-mem-lite is Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external. It is categorized as a MCP Server with 50 GitHub stars.
claude-mem-lite is primarily written in JavaScript. It covers topics such as agent-memory, ai-coding-assistant, ai-memory.
You can find installation instructions and usage details in the claude-mem-lite GitHub repository at github.com/sdsrss/claude-mem-lite. The project has 50 stars and 3 forks, indicating an active community.
claude-mem-lite is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to claude-mem-lite on Agent Skills Hub include omega-memory, claude-emporium, knowledge-rag. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.