Agent memory

Project memory workflow for init/upgrade, profile-aware setup, end session, normal/full close, file organization, document archiving, language switching, versioned update logs, rule review, status…

JamesShi96/project-butler

Give an AI agent persistent, cross-session long-term memory through MindMemOS.

mindscale-noah/MindMemOS

Use when users /learn, save, remember, or distill lessons.

tigerless-labs/autoharness

Gives an agent a local memory palace over MCP: verbatim conversation memory, semantic search and a temporal knowledge graph, with a per-session recall protocol.

MemPalace/mempalace

Guides a conversational migration from an OpenClaw install to NanoClaw v2, carrying over identity, channel credentials, scheduled tasks and workspace files.

nanocoai/nanoclaw

Train strict project ownership from repo-local docs/ai memory and central LLM Wiki project entities.

tudoumashu/ai-memory-skillpack

Searches this machine's own history of past AI coding sessions across every tool used on it, before work is redone or something is denied.

vshulcz/deja-vu

Queries a shared knowledge store before acting, proposes newly discovered insights, and confirms or flags existing entries, so agents stop rediscovering the same failures.

mozilla-ai/cq

Guides a workspace agent through executing assigned tasks, replying to a remote human operator, and creating sub-tasks, memory and events inside an AgentRQ workspace.

agentrq/agentrq

Keeps a task plan, findings and progress log in markdown files on disk so long agent tasks survive context resets, with Gemini hooks and helper scripts.

OthmanAdi/planning-with-files

Gives the agent a long-term project memory through the Hippo CLI: load context at session start, record lessons and errors, and recall them later.

kitfunso/hippo-memory

Shows or changes the default Mem0 memory scope, project, session or global, which decides where memories are saved and searched.

mem0ai/mem0

A Chinese-language guide and reference for building agents with LangGraph 1.0, from a first ReAct agent through middleware, memory, MCP, RAG and web search.

luochang212/dive-into-langgraph

Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j.

topoteretes/cognee

Resumes the most recent agent session for the current directory, leading with any question left unanswered and ending with a concrete next step.

rohitg00/agentmemory

Saves a user's project decisions, rules and preferences into a project-local mdbase so later sessions and other agents can recover the intent.

sickn33/agentic-awesome-skills

Long-term memory for the agent via Hindsight. An agent skill from vectorize-io/hindsight.

vectorize-io/hindsight

Builds focused knowledge corpora from claude-mem observations, loads them into an AI session and answers questions about past work.

thedotmack/claude-mem

Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.

cloudflare/skills

Pulls reusable knowledge out of work sessions and turns it into new skills, checking existing notes and skills first to avoid duplicates.

NateBJones-Projects/OB1

A skill your agent uses when the user is about to rely on prior session memory for a non-trivial decision, or when something feels off about a recall hit — runs the Merkle chain check, drift…

chunxiaoxx/nautilus-compass

Comprehensive guide for initializing or reorganizing agent memory.

letta-ai/letta-code

Looks up stored agent memories by keyword or ID and prints compact one-line results instead of full detail.

mem0ai/mem0

Deploys a mnemo-server instance, provisions a tenant, and wires persistent memory into OpenClaw, OpenCode or Claude Code.

mem9-ai/mem9

A skill your agent uses when capturing or analyzing an iOS .memgraph, especially when the task mentions a memory leak, heap growth, persistent memory increase, ownership path, or matched-capture…

dpearson2699/swift-ios-skills

Removes data from cognee memory with forget(), finding the right dataset and document first and choosing between one document, a dataset or only the graph and vector memory.

topoteretes/cognee

Distills a user correction or hard-won rule into a confidence-weighted lesson that resurfaces automatically before similar future work.

rohitg00/agentmemory

Explains how shellm's bash-based recursive LLM shell fits together - its core engine, identity system, memory, skills and trajectory log.

laude-institute/headlong

Teaches an agent deterministic rules for searching, creating and updating a project's Open Knowledge Format memory bundle instead of scanning files directly.

okf-memory/okf-agent-memory

Saves the decisions, facts, failures and architecture notes from a conversation into Atlas's shared memory so other agents and later sessions can reuse them.

pacifio/atlas

Persistent compounding memory for AI agents. An agent skill from Goldentrii/AgentRecall-X.

Goldentrii/AgentRecall-X

Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval…

swarmclawai/swarmvault

Keeps project decisions, research and verified results available across coding-agent sessions through LWC memory, a document Wiki graph and a CodeGraph code index.

sickn33/agentic-awesome-skills

Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory

ruvnet/agentic-flow

Externalize working memory and logical state into the lemmalog Datalog engine (MCP).

JordyZomer/lemmalog

Registers durable project materials such as design docs, SOPs and research notes in a LoopX project's own registry so future agents can find them without raw URLs or private content.

loopx-project/loopx

Searches the user's persistent cross-session memory for timestamped observations synthesized from past agent sessions on cmem.ai.

thedotmack/claude-mem

Persistent memory enhancement for AI agents. An agent skill from sopaco/cortex-mem.

sopaco/cortex-mem

Use Memoria as OpenClaw's durable memory slot. An agent skill from matrixorigin/memoria.

matrixorigin/memoria

Fires a Stop hook that captures a Claude Code session transcript automatically when the session ends without a verbal wrap-up.

NateBJones-Projects/OB1

Sorts what you learned in a session into the right memory surface, filtering out ephemeral notes and duplicates before anything is stored.

zereight/gitlab-mcp

Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans.

CortexReach/memory-lancedb-pro-skill

Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file

memvid/claude-brain

Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time.

chunxiaoxx/nautilus-compass

Keeps a task plan, findings and progress log as Markdown files in the project so long multi-step agent work survives context resets.

OthmanAdi/planning-with-files

Give a Python agent (such as Hermes Agent by Nous Research) durable, local-first memory plus a queryable SPARQL knowledge graph, backed by CortexDB through its gRPC sidecar and the cortexdb-client…

liliang-cn/cortexdb

A skill your agent uses when working with persistent memory across sessions, storing/retrieving knowledge, managing TODOs/issues, or when context from previous sessions would be helpful.

agentic-box/memora

Install approved Beacon project memory as an Agent Skill in the repository (.agents/skills/<slug/SKILL.md), so every skill-capable harness loads the lesson automatically without a memory lookup.

Asymptote-Labs/agent-beacon