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

A visualization language for agents and an MCP server: neat charts from a simple semantic spec

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

The official MathWorks MCP server: the agent starts and quits MATLAB, writes and runs code, and checks it for errors and style

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

Neon's official remote MCP server: projects, branches, SQL queries and Postgres migrations from your agent

Redis's official MCP server: strings, hashes, streams, JSON and vector search from your agent

YDB's own official MCP server from the database's developers: parameterized SQL queries, execution plans, directory browsing, and a base for custom servers

2GIS's official MCP server on top of the MapGL JS API: place search, geocoding, routes and isochrones, works with a demo key out of the box

The official DataLens MCP server from the development team: turns the public DataLens API into three gateway tools instead of hundreds of separate MCP tools

DaData official MCP: an agent looks up companies by tax ID, standardizes addresses and identifies a domain or email owner

A desktop SQL workspace with a built-in MCP server: the agent reads the schema and runs queries in the same client you already use

A lightweight database workspace with an MCP server: the agent reads the schema, runs queries and explores data in PostgreSQL, MySQL and more

An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs

GraphJin's MCP server gives an agent safe, schema-aware access to SQL and MongoDB instead of raw database credentials

Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent

Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session

On-premises RAG in containers with an MCP server: the agent searches your documents while data stays local

MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs

The official MCP server for the Chroma vector database: collections, documents, semantic and full-text search

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

Baidu Maps' official MCP server: geocoding, place search, routes, weather and traffic, focused on China

Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations

Apache Doris's official read-only MCP server: catalogs, queries, cluster diagnostics, search and lineage