The best MCP servers for your AI agents
Browse Model Context Protocol servers and tools that connect Claude, LLM apps, and autonomous agents to real data, APIs, and services — all vetted to make wiring up context effortless.
Pinecone MCP Server
Official Pinecone server connecting AI assistants to Pinecone projects to search documentation, configure indexes, and upsert/query vector data for RAG workflows.
Qdrant MCP Server
Official Qdrant server acting as a semantic memory layer, exposing qdrant-store and qdrant-find tools so agents can persist and retrieve semantically similar content.
MCP Toolbox for Databases (BigQuery et al.)
Google's open-source MCP server connecting agents to nearly 30 databases including BigQuery, Cloud SQL, AlloyDB, Spanner, and Postgres with production-ready connection pooling.
Snowflake MCP Server
Official Snowflake server exposing SQL orchestration, Cortex AI, object management, and semantic view consumption so agents can query and manage Snowflake warehouses.
MongoDB MCP Server
Official MongoDB server letting AI agents query and manage MongoDB databases and MongoDB Atlas clusters, including Atlas administration, through 40+ tools.
Postgres MCP Pro
Advanced PostgreSQL MCP server adding index tuning advice, EXPLAIN plan analysis, database health checks, and a restricted read-only mode for safe production querying.
Neon MCP Server
Official Neon server that bridges natural-language requests to the Neon API, enabling agents to create Postgres projects/branches, run queries, and perform database migrations.
Supabase MCP Server
Official Supabase server letting AI agents manage tables, run SQL queries, apply migrations, fetch project config, and manage Supabase projects via natural language.
Redis MCP Server
Redis's official MCP server providing a natural-language interface for agents to manage and search Redis data structures including strings, hashes, sets, streams, and JSON.
Showing 1–9 of 9 apps