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
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
Python★ 224↓ 12.4K/月2026年9月11日
TypeScript★ 249↓ 15.3K/月2026年9月11日
maxritter/qualitylayerPlan, build and review software with your coding agents. Work side by side in the App or browser, or use your favourite terminal or IDE.
PowerShell · Shell★ 2,0972026年10月22日
Python★ 2172026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
dfrostar/neuralmindPersistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 12-50× cheaper code questions.)
Python · HTML★ 29↓ 2,764/月2026年9月11日
yantrikos/yantrikdbCognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). Apache-2.0.
Rust · Python★ 66↓ 6,657/月2026年10月21日
TypeScript★ 493↓ 21.7K/月2026年10月21日
Python★ 7↓ 2,168/月2026年10月21日
jjang-ai/vmlxvMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm
Python · TypeScript★ 849↓ 4,381/月2026年9月13日
Cloto-dev/CPersonaCPersona — persistent memory for AI agents over MCP. One SQLite file you own, hybrid vector + full-text + keyword search, no LLM in the loop, and honest reporting when recall degrades. MIT licensed.
Python★ 8↓ 3,573/月2026年10月2日
Drakon-Systems-Ltd/ShieldCortexMemory security for AI agents. Scan native memory writes, gate tools on bound hosts, inspect what was stored. Not a second brain.
TypeScript★ 25↓ 8,879/月2026年10月20日
agents-squads/squads-cliCLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your autonomous agents.
TypeScript★ 51↓ 198/月2026年9月14日
mrosnerr/open-zk-kbShared, persistent memory for AI assistants, built on the Zettelkasten method
TypeScript★ 7↓ 3,560/月2026年9月15日
graycodeai/yaadPersistent graph-native memory for coding agents — works with any MCP agent. SQLite + FTS5, model-agnostic.
Go★ 12026年7月19日
TypeScript★ 4↓ 336/月2026年9月12日
sachitrafa/YourMemoryAgentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Python · HTML · JavaScript★ 267↓ 859/月2026年9月13日
Goldentrii/AgentRecall-XCorrection-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
JavaScript · TypeScript · HTML★ 371↓ 6,570/月2026年9月10日
m-agahi/yadgarYadgar (یادگار) — Persian for "memento, keepsake." A persistent memory engine for AI coding agents that survives sessions and /clears: it decays what you stop touching, promotes what recurs, filters recall to the git branch you're on, and pairs every memory with a curated wiki searched through the same ranking pipeline. Works with any MCP client.
Python★ 1↓ 3,749/月2026年9月13日
AxmeAI/axme-codePersistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.
TypeScript★ 14↓ 132/月2026年9月18日
VelixarAi/velixar-mcp-serverMCP server for persistent AI memory — give any AI assistant long-term recall. Works with Claude, Kiro, Cursor, Windsurf.
TypeScript · JavaScript★ 1↓ 878/月2026年9月13日
OpenCoven/coven-memoryLocal-first browser and iOS client for inspecting familiar memory through Coven's validated read APIs.
Swift · TypeScript · JavaScript★ 0↓ 868/月2026年9月18日
cachly-dev/cachly-mcpPersistent memory for Claude Code, Cursor, Copilot & Windsurf — your AI stops re-reading your codebase every morning. 120+ MCP tools, semantic search, shared Team Brain. Free tier, EU-hosted.
TypeScript★ 2↓ 10K/月2026年9月10日
kapella-hub/FirekeepHQSelf-hosted shared context, memory, coordination, and evidence for Claude Code, Codex, Kiro, OpenCode, and MCP agents.
Python★ 3↓ 413/月2026年10月21日
samfoy/pi-memoryPersistent memory for pi — learns corrections, preferences, and patterns from sessions
TypeScript★ 82↓ 1,169/月2026年9月10日
hung12ct/culiSelf-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves depth on demand, and it learns lessons from your sessions. Agent memory + context engineering as a single static Go binary.
Go · JavaScript★ 22026年9月15日
LuiggiVal08/toon-memoryMCP server giving AI coding agents offline, token-efficient persistent memory — recall decisions, patterns, and bugs across sessions with 68.5% fewer tokens than re-reading context. No LLM, no server; works with 15+ agents.
TypeScript · MDX★ 11↓ 1,500/月2026年9月10日
joeldevz/neuroxPersistent memory for AI coding agents — your agent stops forgetting between sessions. One Go binary, one SQLite file.
Go★ 52026年9月15日