Google's open-source MCP server for databases: ready tools for Postgres, MySQL, BigQuery, Spanner and more, plus custom tools in tools.yaml
MCP servers
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.
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Found: 24
A token-lean MCP server for PostgreSQL, MySQL, MariaDB, SQL Server and SQLite with a read-only mode
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
Official YDB MCP server
YDB MCP
YDB's own official MCP server from the database's developers: parameterized SQL queries, execution plans, directory browsing, and a base for custom servers
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
GraphJin MCP
GraphJin
GraphJin's MCP server gives an agent safe, schema-aware access to SQL and MongoDB instead of raw database credentials
A Python MCP server for MySQL: listing tables, reading data, running SQL and inspecting schema through a controlled interface
Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session
MCP server for Google Sheets and Google Drive: an agent reads, edits and creates spreadsheets, tabs and charts
Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling
MCP server and CLI to drive real Microsoft Excel: Power Query, DAX, VBA, PivotTables and charts
An MCP server for Airtable: the agent inspects base schemas, searches, creates, updates and deletes records, and handles fields and comments
Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors
Official Pinecone MCP server: documentation search, index creation, record upserts and search from your agent
Official Apache IoTDB MCP server: SQL over time series in tree and table models, with CSV and Excel export
A Go MCP server for querying ClickHouse: schemas, SQL, tools generated from views, OAuth and Kubernetes deployment
A DaJet Metadata based MCP server that exposes 1C metadata structure and runs SELECT queries against the database
DataLens Dev MCP
datalens-dev-mcp
Local MCP server and Codex plugin for Yandex DataLens dashboard development: read, author, publish, back up and clean up objects
A Java MCP server for querying Postgres, MySQL and SQLite in plain language, unrelated to the Yandex DataLens service
Saymon RU Data API: paid Russian data endpoints
Saymon RU Data API
A remote MCP with pay-per-call USDC pricing: INN company checks, Runet search, Russian Post tracking, CBR and MOEX rates
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.