awesome-mcp-servers

> A curated list of awesome Model Context Protocol (MCP) servers, tools, and resources.

The Model Context Protocol (MCP) is an open standard that enables developers to build secure, two-way connections between data sources and AI models.

• [Postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - Official read-only and schema-aware database access.
• [SQLite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) - Local database management and querying.
• [Supabase](https://www.google.com/search?q=https://github.com/supabase/mcp-server) - Serverless Postgres-based context with edge function support.
• [Neon](https://github.com/neondatabase/mcp-server-neon) - Serverless Postgres with branching capabilities.
• [Pinecone](https://www.google.com/search?q=https://github.com/pinecone-io/mcp-server-pinecone) - Fast vector-based retrieval for similarity search.
• [MongoDB](https://www.google.com/search?q=https://github.com/mongodb-developer/mcp-server-mongodb) - Querying and analyzing MongoDB collections.
• [Qdrant](https://github.com/qdrant/mcp-server-qdrant) - High-performance vector search engine for long-term memory.
• [K2view](https://www.google.com/search?q=https://www.k2view.com/solutions/gen-ai-data-readiness/mcp-data-integration/) - Enterprise-grade real-time entity-based data virtualization.

• [GitHub](https://github.com/modelcontextprotocol/servers/tree/main/src/github) - Repository management, PRs, and issue tracking.
• [GitLab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) - Full GitLab API integration for projects and CI/CD.
• [Docker](https://www.google.com/search?q=https://github.com/appcypher/mcp-server-docker) - Seamless container an