MCP Memory Service

# Awesome List Submission Guide ## MCP Memory Service - Universal Memory Service for AI Applications > **Ready-to-use submission templates for awesome lists and community directories** This guide provides optimized submission content for promoting MCP Memory Service across various awesome lists and community platforms. Each template is tailored for specific communities while highlighting our unique value propositions. ### One-Line Description **[MCP Memory Service](https://github.com/doobidoo/mcp-memory-service)** - Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications. ### Detailed Description A production-ready Model Context Protocol server that provides intelligent semantic memory, persistent storage, and autonomous memory consolidation for AI assistants and development environments. Features universal compatibility with 13+ AI clients including Claude Desktop, VS Code, Cursor, Continue, WindSurf, LM Studio, and Zed. ### Key Features for Awesome Lists #### For Awesome MCP: - ✅ **Full MCP Protocol Compliance** - Complete implementation with resources, prompts, and tools - 🧠 **Semantic Memory Search** - Vector database with sentence transformers for intelligent retrieval - 🔄 **Autonomous Memory Consolidation** - Dream-inspired system for automatic memory organization - 🌐 **Multi-Client Support** - Works with 13+ AI applications simultaneously - 🗄️ **Multiple Storage Backends** - SQLite-vec (default) and ChromaDB support - 🚀 **Production Ready** - Deployed at scale with Docker, HTTPS, and service installation #### For Awesome Claude: - 🎯 **Native Claude Desktop Integration** - Seamless MCP server configuration - 💬 **Conversational Memory Commands** - Optional Claude Code commands for direct memory operations - 🔗 **Multi-Client Coordination** - Use memories across Claude Desktop and other AI tools - 📊 **Advanced MCP Features** - URI-based resources, guided prompts, progress tracking - ⚡ **High Performance** - 10x faster startup with SQLite-vec backend - 🛠️ **Developer Friendly** - Comprehensive documentation and troubleshooting #### For Awesome Developer Tools: - 🛠️ **Universal AI Tool Integration** - Works with VS Code, Continue, Cursor, and other IDEs - 📝 **Persistent Development Context** - Remember project decisions, architectural choices, and solutions - 🔍 **Intelligent Search** - Natural language queries for finding past development insights - 🏗️ **Cross-Project Memory** - Share knowledge across different codebases and teams - 📈 **Productivity Enhancement** - Reduces context switching and information re-discovery - 🐳 **Easy Deployment** - Docker, pip, or service installation options ### Technical Specifications - **Language**: Python 3.10+ - **Protocol**: Model Context Protocol (MCP) - **Storage**: SQLite-vec, ChromaDB - **ML/AI**: Sentence Transformers, PyTorch - **API**: FastAPI, Server-Sent Events - **Platforms**: Windows, macOS, Linux (including Apple Silicon) - **Deployment**: Local, Remote Server, Docker, System Service ### Links for Submission - **Repository**: https://github.com/doobidoo/mcp-memory-service - **Documentation**: Complete README with installation guides - **Demo**: Production deployment on glama.ai - **Package**: Available via pip, Docker Hub, and Smithery - **License**: Apache 2.0 ### Submission Categories #### Awesome MCP ```markdown - [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) - Universal memory service with semantic search, autonomous consolidation, and 13+ client support. Features production deployment, multi-client coordination, and dream-inspired memory organization. ``` #### Awesome Claude ```markdown - [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) - Intelligent semantic memory service for Claude Desktop with multi-client support, autonomous consolidation, and optional conversational commands. Production-ready with Docker and service deployment. ``` #### Awesome Developer Tools ```markdown - [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) - Universal memory service for AI-powered development workflows. Integrates with VS Code, Continue, Cursor, and 13+ AI tools to provide persistent context and intelligent search across projects. ``` #### Awesome AI Tools ```markdown - [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) - Production-ready memory service for AI assistants with semantic search, vector storage, and autonomous consolidation. Works with Claude Desktop, LM Studio, and 13+ AI applications. ``` ### Community Engagement Strategy 1. **Submit to Awesome Lists** (in order of priority): - Awesome MCP (if exists) - Awesome Claude - Awesome AI Tools - Awesome Developer Tools - Awesome FastAPI - Awesome Python 2. **Platform Submissions**: - Submit to Smithery (already done) - Submit to MseeP (already done) - Consider submission to Product Hunt - Submit to relevant Reddit communities (r/MachineLearning, r/Python, r/programming) 3. **Documentation & Tutorials**: - Create video walkthrough - Write blog post about MCP integration - Submit to dev.to or Medium ### SEO-Optimized Tags for GitHub Topics ``` model-context-protocol, mcp-server, claude-desktop, semantic-memory, vector-database, ai-memory, sqlite-vec, fastapi, multi-client, cross-platform, docker, semantic-search, memory-consolidation, ai-productivity, vs-code, cursor, continue, developer-tools, production-ready, autonomous-memory ```