MCP servers

Google's open-source MCP server for databases: ready tools for Postgres, MySQL, BigQuery, Spanner and more, plus custom tools in tools.yaml

Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent

Grafana's official MCP server: dashboards, Prometheus and Loki queries, alerts and incidents straight from the agent

An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices

Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments

Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools

The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request

Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck

Official Pinecone MCP server: documentation search, index creation, record upserts and search from your agent

Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews

MCP servers for Wildberries, Ozon, Yandex Market and Avito seller accounts via official APIs with write confirmation

An MCP server for Yandex Direct, Metrica, Wordstat and Audience analytics: raw reports, data joins and an HTML dashboard

Wildberries Seller API MCP server: cards, prices, promotions, ads, orders, supplies, reviews and finance across several stores

Hosted MaxStat MCP server for searching and analyzing channels and posts in the MAX messenger

An unofficial local T-Invest MCP server: portfolio analysis, screening and rebalance plans, with orders only after confirmation

Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors