
mem0ai/mem0The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Python · TypeScript★ 65.4K↓ 464.1K/月2026年9月16日

MemTensor/MemOSSelf-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
TypeScript · Python★ 11K2026年8月28日

EverMind-AI/EverOSOne portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Python★ 13.4K↓ 20.4K/月2026年10月14日

doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Python · HTML · JavaScript★ 2,016↓ 8,649/月2026年10月15日
Python · HTML★ 2,336↓ 2,213/月2026年10月22日

thedotmack/claude-memPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
TypeScript · JavaScript★ 94K↓ 78.7K/月2026年9月16日
npm · PyPI · crates.io92优秀健康指数
Python · TypeScript★ 23.8K↓ 39.4K/月2026年9月16日

Lyellr88/marm-memoryLocal-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Python · TypeScript★ 402↓ 2,902/月2026年9月24日

zilliztech/memsearchA persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Python · JavaScript · Shell★ 2,5842026年9月10日

joshuaswarren/remnicOpen-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
TypeScript★ 228↓ 37.5K/月2026年10月20日

cdeust/CortexCross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
Python★ 75↓ 1,993/月2026年10月22日

remete618/widemem-aiLocal-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Importance scoring, contradiction resolution, confidence-aware retrieval.
Python★ 49↓ 4,603/月2026年10月21日

oomkapwn/enquire-mcpThe #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.
TypeScript · JavaScript★ 33↓ 2,768/月2026年9月18日

skynetcmd/m3-memoryLocal-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable
Python★ 25↓ 3,861/月2026年9月17日

sdsrss/claude-mem-litePersistent 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 services. Alternative to claude-mem with 600x lower cost.
JavaScript★ 60↓ 17.5K/月2026年9月16日

Dakera-AI/dakera-goGo SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.
Go★ 72026年9月11日

TencentCloud/octop-memoryHelp your agent remember what matters. Keep preferences, carry context across sessions, and bring your memory to the next agent.
Python★ 49↓ 5,246/月2026年10月9日

EverMind-AI/EverMeOpen-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal memory for AI Agents.
JavaScript · Go★ 61↓ 10.9K/月2026年9月14日

CaspianG/wavemindVerified experience for AI agents: independently checked, scoped, cited, and reversible.
Python★ 7↓ 494/月2026年10月20日

MaxFreedomPollard/CompartmentEncrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
Python★ 587↓ 1,943/月2026年9月14日

denisotree/velesMinimal CLI agent framework with compounding project memory — gets smarter with every session. Clean, modular, any LLM provider
Python★ 4↓ 2,468/月2026年10月10日
Rust★ 2↓ 4,352/月2026年10月19日

memvara/memvaraBitemporal memory for AI agents: deterministic contradiction resolution, provenance, and retrieval at any point in time.
Python★ 1↓ 2,174/月2026年9月18日

VBlackJack/DatacronLocal-first MCP server to query and maintain a Markdown vault from Claude, Cursor, Gemini, Codex & other AI clients - no cloud, no context dump. Guided setup + standalone binaries.
Python★ 0↓ 3,913/月2026年9月18日

achetronic/magecMulti-agent AI platform with voice and text control. Visual workflows, web interface, and chat integrations (Telegram, Discord, Slack). Long-term memory, any LLM backend, extensible via MCP tools.
Go · Vue★ 1042026年9月10日
TypeScript · JavaScript★ 38↓ 15K/月2026年10月21日
Python★ 9↓ 3,182/月2026年9月15日
Python★ 1↓ 4,850/月2026年9月18日

ruzgarkanar/LmmA verifiable memory layer for language models — facts in a graph, every claim with its source.
Python★ 4↓ 3,132/月2026年9月24日

bitranox/bitranox-skillsClaude Code plugin marketplace: the bitranox skill collection (82 skills) plus a self-improve Stop hook. Skills invoke as /bitranox:<skill>.
Python★ 1↓ 8,690/月2026年9月25日