Discover verified Model Context Protocol servers to extend your AI assistants. Install configs for Claude Code, Cursor, VS Code, and more.
Browse 260 MCP servers across databases, communication platforms, cloud providers, DevOps pipelines, analytics services, and version control systems. Each server entry includes verified compatibility badges, GitHub star counts, transport type, install commands, and security notes. The Model Context Protocol (MCP) is an open standard that lets AI assistants like Claude, Cursor, and GitHub Copilot interact with external tools and data sources through a unified interface — find the right server to connect your AI workflow to the services you already use.
Manage Qdrant vector database collections, perform similarity searches, and handle point operations via MCP.
Manage Algolia search indices, configure relevance rules, and execute search queries via MCP.
Interact with ChromaDB for embedding storage, similarity search, and collection management through MCP.
Manage Meilisearch indexes, configure search settings, and execute lightning-fast search queries via MCP.
Use PostgreSQL with pgvector extension for vector similarity search and embedding storage via MCP.
Interact with Typesense search engine for fast, typo-tolerant search with faceting and filtering.
Interact with Vespa search platform for document management, queries, and application configuration.
