Top MEMORY GitHub Repositories & Tools (2026)

Your Company Agentic Operating System

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 infrastructure ceiling.

🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visualized in a memory panel.

The why layer of repo-native project memory: the reasoning behind a codebase as Markdown in the repo, versioned by Git, for coding agents and humans, so nothing rejected is proposed twice. No database, no daemon, no account.

Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. Garnet can work with existing Redis clients.

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

A memory leak detection library for Android.

#1 Persistent memory for AI coding agents based on real-world benchmarks

World's first open-source enterprise world model.

Graph-Native Infrastructure for Context and Accountable AI Systems

Dolt – Git for Data

Zerocopy makes zero-cost memory manipulation effortless. We write `unsafe` so you don’t have to.

Memory that AI Agents Love!

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

A memory plugin for AI coding that turns engineering experience, repository knowledge, and your way of working into memory that remains useful in future tasks.

The cross-harness self-improving memory layer for AI agents.

An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets better over time.

Rooms for people and agents.

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness with ACP support.