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@Lyellr88 Lyellr88 released this 15 Sep 07:38
· 178 commits to MARM-main since this release
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MARM Universal MCP Server v2.1.0 - GitHub Release

🧠 Universal Memory Intelligence for AI Agents

Transform any AI conversation into a lasting memory experience. MARM provides intelligent semantic search, contextual logging, and seamless workflow management across all major AI platforms.

⚡ Key Features

19 Production-Ready MCP Tools

  • Smart Memory: Semantic search with AI embeddings finds exactly what you need
  • Session Management: Start, refresh, and bridge conversations across different AI agents
  • Intelligent Logging: Auto-categorize and store important decisions, code snippets, and insights
  • Notebook System: Create reusable knowledge templates and active instruction sets
  • Context Bridging: Seamless workflow transitions between different AI agents and projects

Professional Architecture

  • FastAPI Backend: Modern Python server with SQLite optimization and connection pooling
  • Docker Ready: Multi-stage builds with health monitoring and configurable environments
  • Professional Testing: 5 comprehensive diagnostic suites (security, performance, integration, memory, MCP compliance)
  • Cross-Platform: Works with Claude Code, Qwen CLI, Gemini CLI, Grok CLI
  • Rate Limiting: IP-based protection with graceful degradation

Complete Documentation

  • Installation Guides: Docker, Windows, Linux, and platform integration
  • Usage Handbooks: Step-by-step workflows with real-world examples
  • Professional Testing: Built-in diagnostics validate security, performance, and compliance

🎯 Perfect For

  • Developers: Maintain context across coding sessions, remember architecture decisions
  • Researchers: Build searchable knowledge bases from AI conversations
  • Content Creators: Track ideas, maintain consistent voice across projects
  • Teams: Share AI conversation insights and maintain project memory

🛠 Quick Start

Docker (Recommended):

git clone https://github.com/Lyellr88/MARM-Systems.git
cd MARM-Systems/marm-mcp-server/MARMcp-beta
docker-compose up --build

Connect to your AI:

# Claude Code
claude mcp add marm-memory --transport http --url "http://localhost:8001/mcp"

# Grok CLI
grok mcp add marm-memory --transport http --url "http://localhost:8001/mcp"

📊 What's New in v2.1.0

  • Universal MCP Protocol: Full Model Context Protocol implementation with 1MB response compliance
  • Semantic Search Engine: AI-powered memory retrieval using sentence-transformers
  • Production Hardening: Rate limiting, error isolation, health monitoring
  • Professional Test Suite: 74 comprehensive tests across security, performance, and integration
  • Cross-Platform Integration: Support for all major AI CLI tools
  • Complete Documentation: Installation guides for every platform and use case

🔗 Learn More

MARM Discord
Join the waitlist

Built with ❤️ for the AI developer community. Transform your AI conversations from ephemeral chats into lasting intelligence.

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