A Python MCP server for MySQL: listing tables, reading data, running SQL and inspecting schema through a controlled interface
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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Official
Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session
Official
On-premises RAG in containers with an MCP server: the agent searches your documents while data stays local
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
Official
MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs
MCP server and CLI to drive real Microsoft Excel: Power Query, DAX, VBA, PivotTables and charts
An MCP server with a toolbox for global briefs: markets, SEC filings, conflict, climate and news from open sources
Official
The official MCP server for the Chroma vector database: collections, documents, semantic and full-text search
MCP server for Apple Health data: an agent answers questions about sleep, workouts and heart rate with SQL
DuckDB / MotherDuck MCP Server
DuckDB / MotherDuck Local MCP Server
An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck
An MCP server for Airtable: the agent inspects base schemas, searches, creates, updates and deletes records, and handles fields and comments
Official
Baidu Maps' official MCP server: geocoding, place search, routes, weather and traffic, focused on China
Official
Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations
Official
Apache Doris's official read-only MCP server: catalogs, queries, cluster diagnostics, search and lineage
An MCP server that lets an agent run local Stata: regressions, econometrics, replicating computations from papers
Official
Official Zilliz MCP server: the agent runs vector and text search and manages collections and data in Milvus
Official
Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors
Official
Official Pinecone MCP server: documentation search, index creation, record upserts and search from your agent
Russian stack
A free MCP server for a working 1C infobase: the agent reads data from plain requests and gets the metadata structure of any configuration
Official
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
Russian stack
A DaJet Metadata based MCP server that exposes 1C metadata structure and runs SELECT queries against the database
MCP SQLite Server (npx)
MCP SQLite Server
Node.js MCP server for SQLite databases that runs via npx, no Python or uvx needed
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.