Interact with Upstash Redis, Kafka, QStash, and Vector services via natural language.
npx -y @upstash/mcp-server@latestThe official Upstash MCP Server provides an installer and server for Upstash Developer APIs. Covers Redis database operations, Kafka message streaming, QStash task scheduling, and Vector similarity search. Supports HTTP and stdio transports.
Official MCP server connecting AI assistants to MongoDB databases and Atlas clusters for querying and administration.
Official MCP server giving agents access to thousands of Apify Actors for web scraping and automation.
Official MCP server turning Qdrant into a semantic memory layer for AI agents via qdrant-store and qdrant-find.