Havuz

Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.

Turn docs into agent-readable knowledge bundles using Open Knowledge Format (OKF)

Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.

Shared memory for your AI agents: a fact one agent writes on one machine is there for the next agent and the next machine, with no server in

Self-hosted memory server for AI agents. Share context across Claude Code, Codex, OpenCode, and ChatGPT over MCP.

A Complete faster runtime for coding agents. Optimize the journey, not the hop. Make coding agents 25% faster and 30% cheaper on average whi

Convert Hermes / OpenClaw agent memory (JSONL sessions, MEMORY.md) to markdown for gBrain ingest

Self-hosted AI buddy with visible memory: personal AI agent + Pi coding-agent workspace for any browser, phone or WeChat. 自托管私人 AI 助理：记得你，能办

Local-first, evidence-aware memory and project continuity for AI coding agents. Checkpoints, context packs and auditable receipts without te

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 29 A

Memory as state, not search — deterministic, dependency-free memory for AI agents. The memory lives in a Markdown file.

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

半人马环 Centaur Loop：AI 员工的最小工作单元框架。把复杂岗位拆解为可由 AI 接管、由人类治理、由反馈和记忆持续进化的循环工作流 / The smallest work unit for building AI employees.

A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector

Your coding agents forget. Graft doesn't. Persistent local memory that brings back fixes, decisions and project knowledge when they matter —

OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agent memory platform.

Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at

A lightweight, Git-backed permanent memory for AI agents.

CTX is the standard Cognitive Version Control System for AI. Structured working memory for AI agents. CTX preserves goals, tasks, evidence,

A traceable personal memory layer that carries verified state across apps, models, and AI agents.

Multi-agent memory governance demo using Caura + OpenClaw. Three agents (Sales, Legal, Admin) share one memory backend with hard fleet bound

Local-first cross-session long-term memory for DeepSeek Harness — 22 narrow tools, hybrid FTS5 + local-vector retrieval, evidence gate, prov

Cognitive memory for LLM agents — local-first, and shareable across a team through the cloud.

Production-grade AI agent memory and context management platform (monorepo)

Git for Agent Memory: Copy-On-Write vector branching for embedded multi-agent memory (83x faster, 3000x smaller snapshots)

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cu

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harn

MemXT is a Local long-term memory for Claude Code & coding agents. 100% local

A shared, git-backed wiki your team's AI agents maintain but can't break — Claude Code, Codex, OpenCode and any MCP client.

A markdown knowledge base for agents that's CLI and skill driven. Full featured with Google's OKF support and network vaults to share betwee

The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

Synthetic datasets, experiment protocols, and evaluation code for "Governed Memory: A Production Architecture for Multi-Agent Workflows"

Local-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Im

Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any

Your coding agents remember what you decided — and what you changed. Plain-Markdown memory in Obsidian, shared by Claude Code, Codex and Cur

DolphinBench - Mapping the Pareto frontier of Agent Memory

Tool-to-Agent Protocol: tools can be smart without embedded LLM calls.

Persistent memory and operational continuity for AI coding agents — append-only event ledger (AgentBook), rolling summaries, self-model, bel

源码级逆向工程（Hermes、OpenClaw、nanobot、NullClaw、OpenFang）记忆系统 —— 架构图、数据模型、检索管线、复刻指南。Source-Level Reverse Engineering of Memory Systems (OpenClaw, n

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Local-first memory layer for CLI agents. Indexes Claude Code, Codex CLI, Cursor, Antigravity, and Pi sessions into SQLite + FTS5, searchable

Persistent project memory for AI coding agents — isolated workspaces per project, web dashboard to review what your agent remembers, team co

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native

Memory database for AI agents — stores typed memories (facts, preferences, events, entities, relations) with provenance, confidence, and bi-

Learn to design an LLM wiki from first principles. Used as agent memory. Workshop with 3 exercises, open-source code, video, and slides. No

Agent-native long-term memory that learns after every run. File-native, auditable, and integrated with Pi, Hermes, OpenCode, and OpenClaw.

Session memory for Claude Code. Auto-captures every session into a plain Obsidian markdown vault. Zero config. MIT. macOS + Linux.

Complete AI Agent System for OpenClaw — memory, self-healing, self-improvement, voice, automation