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Tag: #agent-memory

23 packages • ⭐ 78,800 total stars

tidbv7.5.8🏛️ Flagship⭐39,994

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructur

Memoriv3.3.6🌳 Mature⭐13,450

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

zvecv0.8.0🏛️ Flagship⭐9,474

A lightweight, lightning-fast, in-process vector database

MemOSv2.0.34🏛️ Flagship⭐8,477

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

mcp-memory-servicev12.3.1🌳 Mature⭐1,712

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

memsearchv0.4.22🌳 Mature⭐1,277

A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.

Awesome-Agent-Memorymain@2026-10-23🌿 Growing⭐363

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

LycheeMemmaster@2026-08-06🌿 Growing⭐232

Compact, efficient, and extensible long-term memory for LLM agents.

opencode-magic-contextv0.49.21🌿 Growing⭐227

OpenCode plugin for Magic Context — cache-aware infinite context, cross-session memory, and background history compression for AI coding agents

memexv0.4.1🌿 Growing⭐185

Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.

prism-mcpv15.2.1🌱 Seedling⭐128

The Mind Palace for AI Agents — Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi

signetaiv0.157.3🌿 Growing⭐113

Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.

membranev0.2.0💤 Dormant⭐80

A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

Engramv1.0.0💤 Dormant⭐71

Multi-agent memory consistency platform. We're hiring contributors—check HIRING.md

engram-memoryv1.0.0💤 Dormant⭐71

Agent memory and conflict detection platform. We're hiring contributors check HIRING.md

instarv0.17.14💤 Dormant⭐59

Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

roampal-corev0.6.0🌱 Seedling⭐44

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

rasputin-memoryv0.9.1💤 Dormant⭐30

The memory system your AI agent deserves. 4-stage hybrid retrieval — Vector + BM25 + Knowledge Graph + Neural Reranker — in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb

skalexmaster@2026-09-07🌱 Seedling⭐16

AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.

agent-knowledge-cyclev2.9.0🌱 Seedling⭐3

Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.

skill-evolutionmain@2026-10-13🌱 Seedling⭐2

Enable AI agents to autonomously create, evaluate, and evolve skills across any marketplace without user intervention.