Havuz

SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

OMem (Office Memory) — local-first memory that automatically ingests your real work (mail, calendar, notes, files) from where it already liv

MD Project manager with embedded CLI

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

Yosuri — LESS CHAT, MORE AUTOMATIC. A 24H self-evolving AI agent that aggregates free models into one OpenAI & Anthropic-compatible API, pic

Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry

Turn isolated Claude sessions into a continuous working relationship

Long-running fleet orchestration and memory infrastructure for AI agents. Enables persistent context, shared memory, task execution, and gov

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

Your brain, then your team's brain, then your agents' brain. Drop in documents and it compounds them into an interlinked markdown wiki you o

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

Brigade Stack: run coding agents anywhere and keep one record of the work. Shared tasks, claims, verification receipts, handoffs, and MCP an

YantrikDB memory provider for NousResearch/hermes-agent — self-maintaining memory with benchmarked recall, self-tuning ranking, contradictio

[NeurIPS 2026] MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare.

Git-backed long-term memory for AI coding agents

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

Universal memory runtime for AI agents

Recursive Self-Improvement for AI agents and models, helping your agents self-improve with every run

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware revi

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

Persistent memory, reflection & safety for AI agents. No vector DB, no embedding server — BM25 + multi-hop retrieval runs in-process. Hosted

Persistent memory for pi — learns corrections, preferences, and patterns from sessions

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

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

The memory and context-management layer for production AI agents. 95.6% on LongMemEval, 93.2% on LoCoMo, with an open harness. Python + JS S

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.

Schema-as-code memory for AI agents in Obsidian: typed cards, entity dedup, link repair, update-in-place, and Ebbinghaus decay. Plain Markdo

OpenCode plugin for Claude Code memory: persistent local Markdown memory shared with Claude Code, zero config, no migration.

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

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

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

Build micro-vertical AI products with memory, workflows, human approvals, and governed improvement. The open-source engine behind every Aree

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

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

TERSE - a hierarchical state language for humans and AI agents.

A Codex skill for durable project memory across context compaction

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

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

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

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

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

Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge gra

Experimental autonomous-agent living-room kernel with auditable boundaries.

Geode provides agents remote access to your Obsidian vault.

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

Give Claude Code a persistent memory — it remembers you, your projects, and your decisions as plain Markdown files you own. Fully local. Jus

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

An Agent with Semantic Memory. This is an experiment for Neuro-Symbolic AI

CPU-side action routing, context compression, and causal memory for AI agents — matches an LLM-everything agent at 58% fewer LLM calls and ~

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