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Local-first AI extension that turns what you read into a searchable knowledge graph with hybrid search, temporal context, and proactive recall—fully private.

Persistent memory for AI coding agents — SQLite + FTS5 + vector search in a single file

Open Source JS Memory Engine for LLMs , AI Agents & Multi-Agent Systems

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro, OpenCode, Antigravity, and Trae.

A local MCP search engine for your AI assistants that keeps your searches current

2026 swarm Agent 年，swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合

Persistent memory for Claude Code — 3-5x longer sessions, 60-80% fewer wasted tokens. Branch-aware, self-healing, token-efficient.

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any

A shared, continuously learning memory system for multi-agent AI architectures. Built by Travis Curnutte as the end-all-be-all of multi-agent memory infrastructure.

Secure AI Memory with Dynamic Project Detection, Automatic Session Briefing, Personal+Team Session Summary Prompts, Triple Search, Knowledge Graphs, GitHub Integration (Issues, PRs, Actions, Kanban, M

Memory OS CLI and npm package

AI Memory System - Consciousness continuity through intelligent memory curation and retrieval

Code for MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems

Persistent memory for AI agents — OpenClaw plugin + MCP server

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

Give git-like & traceable memory to OpenClaw and any coding agents. By https://memov.ai/ aka Entire CLI for every coding agents by MCP. Self-evolution for skills.

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

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

Structured, temporal memory for AI agents.

Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.

A real-time shared memory layer for multi-agent LLM systems.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Mental Health Assessment AI Agent enhances mental health data collection through conversational AI.

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea b

Meow Agent is an AI companion for Android that can think, plan, and act through registered tools — helping you with notes, files, calendar, notifications, calls, reminders, and workflows — while keepi

A Practitioner's Guide to M(eow)ti Turn Agentic ReinfOrcement learning

An AI agent framework built on a cat's biological blueprint. Define your organs, wire their nerves, and the cat comes alive.

This Template gives the ability to monitor all uplinks for your Meraki Dashboard and then alert your team in a method you prefer. This example is a Teams notification to our Dispatch Channel

Drug/disease reference embedded in clinical workflow

Mercury — AI-powered job search companion. LinkedIn profile optimization, job scouting, resume tailoring, and recruiter outreach as agent skills. Works with any AI assistant (OpenCode, Cursor, Claude

Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.

This workflow is the opposite of this one. It transforms multiple different items with one binary object named data into a single item with multiple binary objects:

With this Merge Connect extension package, generate Microsoft Word documents, PowerPoint slides, and PDFs from Agent conversations. Include dynamic Agent-authored content in documents for more persona

This workflow demonstrates how to merge data for different executions.

Important: This workflow uses the Autype community node and requires a self-hosted n8n instance.

Who this is for

Overview

This n8n template demonstrates how to download multiple PDF files from public URLs and merge them into a single PDF using the PDF Toolkit from www.customjs.space.

This is a workflow that might come handy after using loops. They usually leave you with items spread across different "runs". The Code node in this example workflow merges them into a single run, so y

Who is this for?

Open-source agentic SDLC platform: an autonomous product team that ships PRs daily, with a human approval gate before production.

Bringing the power of MergeUp to Agentforce

Merlin AI Coach

A simple Model Context Protocol (MCP) server for Mesh.

MeshOS - The Memory & Knowledge Engine for Multi-Agent Systems.

MCP server for Meshy AI 3D generation platform

🚀 Message-Batching Buffer Workflow (n8n)

I wanted a system to monitor website content changes and notify me. So I made it using n8n.

Who's it for

MCP server for Meta Marketing API v25.0 — 135 tools for Facebook & Instagram ad campaign management

Overview

A Markdown-based operating system for diagnosing, designing, costing, building, and operating multi-agent AI systems. Methodology upstream of code.

meta llama Llama 4 Maverick 17B 128E Instruct FP8

An agent-optimization framework ✨

MCP Server for connecting to the Meta Marketing API

Produces high-quality music conditioned on text description or melodic features

Turn any MCP Client into a "multi-agent" system (via prompting)

The implementation of the paper "Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems"