by yoloshii · MCP Server · ★ 186
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ClawMem — On-device memory layer for Claude Code, OpenClaw, and Hermes agents On-device memory for Claude Code, OpenClaw, Hermes, and AI agents. Retrieval-augmented search, hooks, and an MCP server in a single local system. No API keys, no cloud dependencies. ClawMem fuses recent research into a retrieval-augmented memory layer that agents actually use. The hybrid architecture combines QMD-derived multi-signal retrieval (BM25 + vector search + reciprocal rank fusion + query expansion + cross-encoder reranking), SAME-inspired composite scoring (recency decay, confidence, content-type half-lives, co-activation reinforcement), MAGMA-style intent classification with multi-graph traversal (semantic, temporal, and causal beam search), and A-MEM self-evolving memory notes that enrich documents with keywords, tags, and causal links between entries. Pattern extraction from Engram adds deduplication windows, frequency-based durability scoring, and temporal navigation. Integrates via Claude Code hooks, an MCP server (works with any MCP-compatible client), a native OpenClaw plugin, or a Hermes Agent plugin. All paths write to the same local SQLite vault. A decision captured durin
| Stars | 186 |
| Forks | 29 |
| Language | TypeScript |
| Category | MCP Server |
| License | MIT |
| Quality Score | 55.398/100 |
| Open Issues | 4 |
| Last Updated | 2026-06-20 |
| Created | 2026-02-06 |
| Platforms | claude-code, mcp, node |
| Est. Tokens | ~26k |
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ClawMem is On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.. It is categorized as a MCP Server with 186 GitHub stars.
ClawMem is primarily written in TypeScript. It covers topics such as ai-agent-memory, ai-agents, bun.
You can find installation instructions and usage details in the ClawMem GitHub repository at github.com/yoloshii/ClawMem. The project has 186 stars and 29 forks, indicating an active community.
ClawMem is released under the MIT license, making it free to use and modify according to the license terms.
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