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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with agent-memory

A curated list of projects in awesome lists tagged with agent-memory .

https://github.com/memtensor/memos

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

agent agent-memory clawdbot llm llm-memory long-term-memory memory memory-agent memory-management memory-operating-system memory-retrieval memory-scheduling moltbot openclaw rag retrieval-augmented-generation skill-memory skills

Last synced: 11 May 2026

https://github.com/666ghj/MiroFish

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

agent-memory financial-forecasting future-prediction knowledge-graph llms multi-agent-simulation public-opinion-analysis python3 social-prediction swarm-intelligence

Last synced: 23 Mar 2026

https://github.com/666ghj/mirofish

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

agent-memory financial-forecasting future-prediction knowledge-graph llms multi-agent-simulation public-opinion-analysis python3 social-prediction swarm-intelligence

Last synced: 07 Mar 2026

https://github.com/neomjs/neo

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

agent-memory ai ai-agent ai-memory context-engineering frontend frontend-runtime graph-rag javascript json knowledge-graph llm long-term-memory mcp mcp-server multi-agent-systems rag scene-graph semantic-search web-workers

Last synced: 12 Jun 2026

https://github.com/doobidoo/mcp-memory-service

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

agent-memory agentic-ai ai-agents autogen claude crewai knowledge-graph langgraph long-term-memory mcp mcp-server memory model-context-protocol multi-agent open-source rag semantic-search sqlite-vec vector-database vector-storage

Last synced: 28 May 2026

https://github.com/cortexkit/magic-context

Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.

agent-framework agent-memory ai ai-agents ai-context ai-memory cache-aware context-engineering context-management langchain memory opencode pi-coding-agent

Last synced: 12 Jun 2026

https://github.com/neo4j-labs/create-context-graph

AI agents with graph based reasoning memory, scaffolded in seconds

agent-memory context-graph neo4j

Last synced: 24 Apr 2026

https://github.com/NirDiamant/Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

agent-memory ai-agents anthropic episodic-memory generative-ai graphiti knowledge-graph langchain letta llm llm-agents llm-memory mem0 memgpt openai python rag semantic-memory vector-database zep

Last synced: 16 Jun 2026

https://github.com/mnemon-dev/mnemon

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude Code, OpenClaw, and any CLI agent.

agent-framework agent-memory ai-agent ai-tools claude claude-code claude-memory cli context-window golang knowledge-graph llm-agent llm-memory llm-supervised mcp memory openclaw persistent-memory rag sqlite

Last synced: 31 May 2026

https://github.com/prompthon-io/agent-systems-handbook

A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: prompt injection defenses, emerging agent runtimes, and production AI workflow patterns.

a2a agent-framework agent-memory agentic-ai agentic-workflow ai-agent ai-agents autonomous-agents context-engineering deep-research developer-tools generative-ai langgraph llm-agents llm-applications mcp multi-agent-systems prompt-engineering rag workflow-automation

Last synced: 31 May 2026

https://github.com/cortexkit/opencode-magic-context

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

agent-context agent-framework agent-memory ai ai-agents ai-context ai-memory cache-aware context-engineering context-management langchain memory opencode

Last synced: 21 Apr 2026

https://github.com/qualixar/superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

agent-memory agent-reliability ai-agents claude-code cursor knowledge-graph llm-memory local-first mcp mcp-server persistent-memory qualixar semantic-search vector-search windsurf

Last synced: 03 Jun 2026

https://github.com/yxf203/Awesome-Efficient-Agents

Survey and paper list on efficiency-guided LLM agents (memory, tool learning, planning).

agent-memory awesome efficiency planning survey tool-learning

Last synced: 18 Feb 2026

https://github.com/neo4j-labs/agent-memory

A graph-native memory system for AI agents and context graphs. Store conversations, build knowledge graphs, and let your agents learn from their own reasoning — all backed by Neo4j.

agent-memory context-graph context-graphs graph-based-reasoning knowledge-graph neo4j

Last synced: 24 Apr 2026

https://github.com/syncable-dev/memtrace-public

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.

agent-memory ai-agents bi-temporal-graph claude-code code-intelligence code-search coding-agents cursor developer-tools knowledge-graph llm local-first mcp mcp-server rag rust semantic-search structural-memory temporal-analysis tree-sitter

Last synced: 16 May 2026

https://github.com/zilliztech/memsearch

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

agent agent-memory claude-code claude-code-plugin clawdbot embeddings memory milvus openclaw progressive-disclosure rag semantic-search

Last synced: 03 Apr 2026

https://github.com/mage0535/hermes-memory-installer

Agent-agnostic memory sidecar for AI coding agents. One install, multi-agent shared recall, production-grade. AI智能体持久记忆系统，多Agent共享记忆层，生产级部署。

agent-agnostic agent-memory ai-agent ai-infrastructure ai-memory bilingual claude-code coding-agent gbrain hermes-agent hindsight knowledge-graph llm-memory memory-sidecar multi-agent open-source persistent-memory rag semantic-search sidecar

Last synced: 13 Jun 2026

https://github.com/namidb/namidb

Graph database native to the cloud. Embedded, multi-tenant, built on object storage.

agent-memory columnar cypher gql graph-database graphrag lsm-tree object-storage rust s3

Last synced: 13 Jun 2026

https://github.com/mmethodz/dreamgraph

DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent knowledge graph to reason, validate changes, and generate docs.

agent-memory ai-agents autonomous-agents causal-discovery causal-inference claude cognitive-architecture cursor dream-cycle knowledge-graph machine-learning mcp mcp-server model-context-protocol openclaw-mcp security-scanner system-architecture temporal-knowledge-graph temporal-reasoning vscode

Last synced: 27 May 2026

https://github.com/markus-global/markus

Not another agent framework — an operating system for AI workforces. Autonomous agents coordinate, remember across sessions, review each other's work, and deliver while you sleep. One command. Zero dependencies. Manage your AI company from your phone.

agent-governance agent-memory agent-orchestration agent-platform agent-runtime agent-to-agent agentic-ai ai-agents ai-automation ai-company ai-employees ai-team ai-workforce autonomous-agents digital-workforce llm mcp multi-agent-systems self-hosted typescript

Last synced: 03 Jun 2026

https://github.com/joshuaswarren/remnic

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

agent-memory ai-agent ai-memory conversational-ai engram hermes-plugin knowledge-graph llm local-first long-term-memory markdown memory-plugin openai openclaw semantic-search typescript

Last synced: 01 Jun 2026

https://github.com/NeoLi00/memX

memX: self-learning, self-maintaining memory for AI agents

agent agent-memory embeddings graph-memory long-term-memory openclaw

Last synced: 02 Jun 2026

https://github.com/ldclabs/anda-brain

🧠 A native graph-based memory system for autonomous AI agents, featuring bio-inspired sleep-based memory consolidation and powered by KIP & AndaDB.

agent-memory cognitive kip knowledge-graph persistent-memory

Last synced: 04 Jun 2026

https://github.com/laborany/laborany

基于 Claude Code 的桌面 AI 工作力平台 — 支持飞书/QQ 远程调度、技能创建、定时任务。OpenClaw 的桌面实现，零代码养好你的 AI 🦞 Desktop AI workforce platform built on Claude Code. Feishu/QQ bot integration, skill creation, scheduled tasks — OpenClaw for your desktop. Raise your AI lobsters 🦞

agent-memory ai-agents claudecode cowork desktop-app feishu-bot gui openclaw qq-bot skills workflows

Last synced: 19 Apr 2026

https://github.com/ruvnet/agentdb

Vector memory that gets smarter every time your agent uses it.

agent-memory

Last synced: 08 Jun 2026

https://github.com/baryhuang/mcp-openmemory

Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.

agent-memory mcp mcp-server openmemory

Last synced: 12 Jan 2026

https://github.com/aiurda/cursor10x-mcp

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

agent-db agent-memory agentic agentic-ai agentic-workflow cursor cursor-ai cursorai mcp mcp-server memory sqlite turso vector vector-database

Last synced: 30 Jun 2025

https://github.com/remete618/widemem-ai

Next-gen AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization

agent-memory ai ai-agent ai-memory ai-tools anthropic claude claude-code embeddings llm llm-memory long-term-memory mcp mcp-server memory openai python rag supabase vector-search

Last synced: 18 May 2026

https://github.com/7xuanlu/origin

Local-first AI work memory that compounds: capture decisions, lessons, gotchas in flow, distill into source-backed wiki pages, recall across sessions and any MCP client (Claude Code, Codex, etc...). Plain Markdown you own.

agent-memory ai-agents ai-memory claude claude-code claude-code-plugin codex cursor daemon git knowledge-graph llm-memory llm-wiki local-first long-term-memory mcp mcp-server memory model-context-protocol rust

Last synced: 08 Jun 2026

https://github.com/roampal-ai/roampal-core

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

agent-memory ai-assistant ai-coding ai-coding-assistant ai-memory ai-tools chromadb claude-code coding-assistant developer-tools llm long-term-memory mcp mcp-server memory model-context-protocol opencode persistent-memory python semantic-search

Last synced: 15 Apr 2026

https://github.com/aiurda/devcontext

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

agent-memory agent-toolkit agent-tools agentic-ai agentic-memory context-aware cursor cursor-ai cursor-rules documentation-tool mcp-server memory model-context-protocol task-management windsurf

Last synced: 08 Mar 2026

https://github.com/codejunkie99/brain

Git-backed long-term memory for AI coding agents

agent-memory ai-agents cli git mcp rust sqlite tui

Last synced: 03 May 2026

https://github.com/escoffier-labs/brigade

Brigade CLI: AI agent memory, handoffs, and local guardrails for Codex, Claude Code, OpenCode, Hermes, and OpenClaw.

agent-handoffs agent-memory agent-workflows agents-md ai-agents ai-memory brigade-cli claude-code codex content-guard developer-tools guardrails hermes local-first multi-agent openclaw opencode

Last synced: 11 Jun 2026

https://github.com/agynio/claude-map-reduce-memory

Global, unlimited persistent memory for Claude Code agents. Context-activated hints injected automatically via hooks using scatter-gather map-reduce.

agent-memory ai-agents claude claude-code cli cmr-memory llm map-reduce prompt-caching

Last synced: 28 May 2026

https://github.com/phasespace-labs/palinode

The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.

agent-memory ai-agent git-versioned llm mcp memory openclaw sqlite-vec vector-search

Last synced: 31 May 2026

https://github.com/aurda012/cursor10x-mcp

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

agent-db agent-memory agentic agentic-ai agentic-workflow cursor cursor-ai cursorai mcp mcp-server memory sqlite turso vector vector-database

Last synced: 13 May 2025

https://github.com/nowledge-co/nowledge-mem

Memory and context manager just works.

agent-memory context-manager graphrag mcp mcp-server memory

Last synced: 03 Nov 2025

https://github.com/aiurda/cursor10x

Cursor10x is a comprehensive suite of tools that enhances the A.I. agent's capabilities within the Cursor IDE, providing persistent memory across sessions, standardized task management, and enforced best practices through cursor rules.

agent-memory agentic-ai agentic-memory cursor cursor-ai cursor-rules cursor-tasks cursorai task-management tasks tasks-manager

Last synced: 26 Jan 2026

https://github.com/aurda012/cursor10x

Cursor10x is a comprehensive suite of tools that enhances the A.I. agent's capabilities within the Cursor IDE, providing persistent memory across sessions, standardized task management, and enforced best practices through cursor rules.

agent-memory agentic-ai agentic-memory cursor cursor-ai cursor-rules cursor-tasks cursorai task-management tasks tasks-manager

Last synced: 21 Jun 2025

https://github.com/aurda012/devcontext

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

agent-memory agent-toolkit agent-tools agentic-ai agentic-memory context-aware cursor cursor-ai cursor-rules documentation-tool mcp-server memory model-context-protocol task-management windsurf

Last synced: 21 Jun 2025

https://github.com/foxfire1st/agents-remember-md

Drift-aware repository memory for coding agents in complex codebases. Captures what code can't say on its own! No vector search, context bloat, or stale docs.

agent agent-memory agentic-workflow ai ai-agents ai-coding-assistants ai-memory coding-agent context-engine context-engineering-framework git knowledge-base open-source python skills

Last synced: 30 May 2026

https://github.com/mikeprasad/aria-knowledge

Applied reasoning, persistent agent memory, context engineering, and human-governed trust for AI coding agents — Claude Code, Claude Cowork, Codex, Cursor, Antigravity. Compatible with Obsidian.

agent-memory agentic-ai ai-agents ai-coding claude claude-code claude-code-plugin context-engineering cursor cursor-rules developer-tools human-in-the-loop knowledge-base knowledge-management llm-memory markdown obsidian openai-codex persistent-memory planning

Last synced: 03 Jun 2026

https://github.com/project-nomos/nomos

Your AI digital clone — learns who you are, acts on your behalf, remembers everything. Persistent vector memory, multi-agent teams, 60+ skills, smart model routing. Self-hosted, encrypted, multi-provider (Claude/Ollama/OpenRouter). Deploy to Slack, Discord, Telegram, WhatsApp & more in minutes.

agent-memory agent-skills agentic-ai ai-agents ai-assistant autonomous-agents claude claude-ai claude-code claude-skills digital-clone llm mcp multi-agent multi-agent-systems ollama self-hosted

Last synced: 15 May 2026

https://github.com/oomkapwn/enquire-mcp

The most advanced Obsidian MCP — long-term memory for AI agents. Hybrid retrieval (BM25 + ML + BGE rerank, RRF-fused), HNSW live-update, agentic RAG (HyDE + sub-question), Obsidian Bases, PDFs+OCR. For Claude Code/Desktop, Cursor, ChatGPT, Codex, OpenClaw. MCP-native, MIT, SLSA L2.

agent-memory agentic-rag ai-memory chatgpt claude claude-code claude-memory codex cursor hybrid-search llm-memory long-term-memory mcp-server model-context-protocol obsidian obsidian-mcp openclaw rag second-brain semantic-search

Last synced: 09 Jun 2026

https://github.com/anthony-maio/mnemos

Biomimetic memory architectures for LLMs — surprisal gating, reconsolidation, affective routing, sleep consolidation, and spreading activation

agent-memory claude-code llm mcp memory neuroscience python rag

Last synced: 02 Apr 2026

https://github.com/coalesce-labs/catalyst

Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

agent-memory agentic-coding ai-agents ai-coding claude-code-commands claude-code-plugin claude-code-plugins-marketplace claude-code-subagents context-engineering token-optimization

Last synced: 29 May 2026

https://github.com/honeybluesky/my-apple-remembers

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

agent-memory agentic-ai macos mcp-server

Last synced: 17 Jun 2025

https://github.com/phillipclapham/anneal-memory

Living memory for AI agents with an immune system. Episodes compress into identity. Zero dependencies, works with any client.

agent-memory ai-agents ai-memory compression llm mcp memory-management model-context-protocol python

Last synced: 07 Jun 2026

https://github.com/djinilabs/helpmaton

Workspace-based platform for managing AI agents.

agent-memory agents ai-agents ai-management ai-platform knowledge-base mcp webhook-api

Last synced: 26 Feb 2026

https://github.com/jmeyer1980/neurodivergent-memory

A TypeScript-based MCP server implementing a memory system inspired by neurodivergent cognitive styles. It organizes thoughts into five districts (knowledge domains), ranks search results using BM25 semantic ranking, and stores memories as a persistent knowledge graph with bidirectional connections.

adhd-tools agent-memory associative-memory bm25 cognitive-architecture contextual-ai docker executive-dysfunction fractal-semantics graph-traversal knowledge-graph knowledge-management mcp-server memory-graph model-context-protocol neuro-symbolic neurodivergent nodejs semantic-search typescript

Last synced: 26 Apr 2026

https://github.com/necmttn/ax

the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours

agent-memory agent-observability ai-agents bun claude-code codex developer-tools effect-ts evidence-graph llm-observability surrealdb typescript

Last synced: 03 Jun 2026

https://github.com/uranid/mnem

Versioned, mergeable agent memory with hybrid GraphRAG retrieval. Embed in Rust or Python, or talk to it over MCP. Runs locally.

agent-memory graphrag knowledge-graph local-first mcp rust vector-search version-control

Last synced: 03 May 2026

https://github.com/nikships/gemdex

Memory layer MCP for AI coding agents — durable save/recall/update on Gemini embeddings + embedded LanceDB hybrid retrieval

agent-memory ai-coding-assistant claude-code cursor developer-tools embeddings gemini lancedb mcp memory rag vector-search

Last synced: 14 Jun 2026

https://github.com/smaramwbc/statewave-bench

Open benchmark for AI memory runtimes — Statewave vs Mem0 vs Zep on LoCoMo.

agent-memory benchmark llm locomo mem0 memory zep

Last synced: 15 Jun 2026

https://github.com/moai-team-llc/agenticmind

Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingual by default · citation-enforced answers · replayable why-trace · judge-gated compounding loop. Postgres-only. Reference implementation of the Agentic Product Standard.

agent-memory ai-agents knowledge-base llm mcp model-context-protocol pgvector postgres rag self-hosted typescript

Last synced: 10 Jun 2026

https://github.com/marklubin/kairix

Voice-first AI agent with persistent memory, background reflection, and hierarchical summarization.

agent-memory agents background-processing conversational-ai letta llm memory personal-ai pipecat research-and-development voice-ai

Last synced: 04 Mar 2026

https://github.com/nikshepsvn/blindcache

Encrypted memory layer for AI agents, built on Nillion's Blind Computer. MCP server + vault SDK that no operator — not even us — can read.

agent-memory ai-memory blind-computer claude-code encrypted-storage mcp model-context-protocol mpc nillion privacy typescript

Last synced: 04 Jun 2026

https://github.com/shimo4228/agent-knowledge-cycle

A knowledge cycle for AI agents — one that grows with the people who shape it. Centered on the scarcity of human attention and judgment as agent capability grows; six phases keep behavior aligned with operator intent across sessions. ADRs, JSON schemas, and a dependency-free Python reference.

adr agent-alignment agent-framework agent-knowledge-cycle agent-memory agent-rules agentic-ai ai-agent ai-agents anthropic claude claude-code cognitive-economy harness human-in-the-loop llm llm-agent memory-architecture signal-first specifications

Last synced: 06 Jun 2026

https://github.com/open-kbs/ai-marketing

AI marketing agent that can be customized for any business, market, or country. This solution provides comprehensive marketing automation, content creation, and campaign management.

agent-memory ai-agent ai-agents google-search-api nanobanana sora2 sora2-pro vibe-coding

Last synced: 22 Jan 2026

https://github.com/codefather-labs/claudebase

Local infrastructure for LLM agents — hybrid retrieval, cognitive memory, persistent channels

agent-memory ai-agents bm25 claude claude-code developer-tools embeddings knowledge-base llm mcp rag rust semantic-search sqlite vector-search

Last synced: 06 Jun 2026

https://github.com/nambok/mentedb

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

agent-memory ai ai-agents cognitive-architecture context-window database knowledge-graph langchain llm memory rag rust storage-engine vector-database

Last synced: 10 Apr 2026

https://github.com/antonygiomarxdev/rango

Durable document memory for stateful AI systems. Local-first state · Durable history · Incremental sync. Written in Rust.

agent-memory ai-agents bson copilot database document-database llm local-first memory rust sync

Last synced: 29 Apr 2026

https://github.com/cafitac/agent-memory

Universal memory and knowledge runtime for AI agents across Hermes and other harnesses.

agent-memory ai-agents hermes knowledge-base rag sqlite

Last synced: 13 May 2026

https://github.com/star-ga/mind-mem

v3.7.0 — Persistent, auditable, contradiction-safe memory for coding agents. HTTP/REST auth fail-closed by default. Cross-platform atomic rollback (Linux/macOS/Windows). 71 MCP tools, 17 AI clients, hybrid BM25+vector+RRF, mind-mem:4b (Ollama). LoCoMo 86.33 conv-0 (Mistral, +8.4 vs published).

agent-memory ai-agents ai-memory bm25 claude-code claude-desktop cursor fine-tuning governance hybrid-search local-first mcp mcp-server memory model-context-protocol python rrf sqlite tool-use vector-search

Last synced: 15 May 2026

https://github.com/agentralabs/agentic-memory

Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.

agent-memory agentic ai-agents belief-revision binary-format claude cognitive-architecture cursor graph-database knowledge-graph llm mcp memory model-context-protocol python rust

Last synced: 25 Feb 2026

https://github.com/kujirafu/agentrune

Multi-session AI agent orchestration — desktop + mobile command center for Claude Code, Codex & more. Skill chains, shared memory, smart dispatch.

agent-memory ai-agent android automation claude-code codex desktop-app developer-tools electron mobile multi-agent orchestration react typescript

Last synced: 02 Apr 2026

https://github.com/alan-512/experienceengine

Governance layer for coding agents that reuses real execution experience across OpenClaw, Claude Code, and Codex.

agent-memory claude-code codex coding-agent experienceengine mcp openclaw

Last synced: 27 May 2026

https://github.com/urmzd/mnemonist

An open ecosystem for tool-agnostic AI agent memory

agent-memory ai-memory llm rust semantic-search

Last synced: 19 Apr 2026

https://github.com/tverney/agent-memory-daemon

Open-source memory manager daemon for AI agents. Filesystem-native, LLM-pluggable, framework-agnostic. Works with OpenClaw, Strands, LangChain, AgentCore Runtime or any agent that can write a file.

agent-memory agentcore-runtime ai-agents bedrock consolidation daemon langchain llm memory openai openclaw strands strands-agents typescript

Last synced: 09 Apr 2026

https://github.com/lerko96/open-pact

Minimal open protocol for AI agent identity, delegation, and memory. Three primitives. ~300 lines to implement. No infrastructure required.

a2a agent-memory ai-agents capability-tokens did ed25519 identity mcp open-protocol protocol

Last synced: 16 Apr 2026

https://github.com/arcadamarket/rag-runtime-kernel

Persistent memory and deterministic state control for any LLM, in two tiers. Tier 1: a single markdown spec you paste into any chat — no install. Tier 2: a formally-verified Python runtime (676 tests, TLA+) that runs state off-LLM. LLM proposes, system decides, state persists.

agent-memory crash-recovery deterministic llm mcp rag state-machine tla-plus token-efficiency

Last synced: 14 Jun 2026

https://github.com/zhjai/agent-lessonbook

Governance-layer memory for AI agents — permission-separated control/state/lessons so an agent carries rules and lessons across tasks without rewriting its own authority. A trust boundary, not retrieval (unlike Mem0/Zep). Standalone-usable.

agent-memory agent-skill ai-agents ai-coding-agents ai-governance ai-guardrails ai-safety claude-code claude-code-skill guardrails llm policy-engine

Last synced: 12 Jun 2026

https://github.com/shenchengtsi/cortiloop

Bioinspired Agent Memory Engine — 7-layer brain-modeled memory lifecycle for AI agents. Just pass your LLM: CortiLoop(llm=agent.llm). Built-in embedding (bge-m3) + reranking (cross-encoder). 92% on LongMemEval.

agent-memory bioinspired hebbian-learning knowledge-graph llm mcp memory-management nanobot openclaw vector-search

Last synced: 13 Apr 2026

https://github.com/ksm26/llms-as-operating-systems-agent-memory

This repository introduces the Letta framework, empowering developers to build LLM-based agents with long-term, persistent memory and advanced reasoning capabilities. It leverages concepts from MemGPT to optimize context usage and enable multi-agent collaboration for real-world applications like research, HR, and task management.

advanced-reasoning agent-memory ai-applications ai-framework ai-innovation ai-research ai-with-memory artificial-intelligence collaborative-agents context-optimization intelligent-agents letta-framework llm-innovation llms memgpt memory-agents memory-enhanced-agents memory-management multi-agent-systems persistent-memory

Last synced: 04 Oct 2025

https://github.com/mmmarcinho/aizo

Lightweight, high-performance preference memory system for AI agents

agent agent-memory lightweight memory memory-management preferences

Last synced: 24 May 2026

https://github.com/jarrycyx/file1agent

Tired of main_fixed.py? file1 cleans up the mess from AI agents. / 告别main_fixed.py：用file1清理AI智能体留下的烂摊子

agent agent-memory ai-agent

Last synced: 13 Jan 2026

https://github.com/thejenildgohel/synapse

MCP server: Persistent AI memory + knowledge graph + code search. Local-first. Pure SQLite. npm install -g synapse-cortex

agent-memory ai-agents ai-memory code-intelligence knowledge-graph llm local-first mcp memory model-context-protocol sqlite typescript

Last synced: 27 May 2026

https://github.com/huahuadeliaoliao/codex-session-compact-collapse

Codex-derived source release for an opt-in session compact route that preserves durable handoff state across repeated compactions.

agent-memory codex compact-collapse context-compaction llm long-running-agents rust session-compaction

Last synced: 28 May 2026

https://github.com/qyinm/hyprduck

Local-first brain repo and trust console for AI agents. Turns local documents into source-backed wiki, graph, memory, claims, and evidence.

agent-brain agent-memory ai-agents document-ai electron evidence knowledge-graph llm-wiki local-first markdown ollama rust source-backed

Last synced: 01 Jun 2026

https://github.com/bgreenwell/dotagents

A proposed standard for the .agents/ directory to prevent context bloat and improve agent reasoning in complex codebases.

agent-memory agents-md ai-agents claude-code coding-assistant context context-window dotagents gemini-cli standard

Last synced: 11 Feb 2026

https://github.com/zhjai/agent-completion-gate

Stop agents from marking work done that isn't — a fail-closed completion gate + four-state machine: the worker only proposes done, an external verifier grants it. Reads real artifacts, not self-report. Built on agent-memory.

agent-memory agent-skill ai-agents ai-coding-agents ai-governance ai-guardrails claude-code-skill completion-gate fail-closed guardrails llmops policy-engine

Last synced: 03 Jun 2026