什么是 MCP 服务器?
MCP 服务器是遵循 Model Context Protocol 标准的程序,把文件访问、数据库查询、网页搜索等工具或数据源封装成 AI 助手能发现并调用的能力。
发现有价值的 MCP 服务器。
modelcontextprotocol
Model Context Protocol Servers
modelcontextprotocol
Model Context Protocol Servers
modelcontextprotocol
Model Context Protocol Servers
lakehq
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
bytebase
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
crystaldba
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
benborla
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
designcomputer
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
mongodb-js
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
ClickHouse
Connect ClickHouse to your AI assistants.
elastic
qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
neondatabase-labs
MCP server for interacting with Neon Management API and databases
neondatabase
MCP server for interacting with Neon Management API and databases
chroma-core
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
stuzero
redis
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
centralmind
Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
motherduckdb
Local MCP server for DuckDB and MotherDuck
runekaagaard
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
FreePeak
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
cr7258
A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.
kiliczsh
A Model Context Protocol Server for MongoDB
xwb602625136
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展
wenb1n-dev
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展
zilliztech
Model Context Protocol Servers for Milvus
furey
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
meilisearch
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
isaacwasserman
ktanaka101
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
QuantGeekDev
A mongo db server for the model context protocol (MCP)
f4ww4z
A Model Context Protocol server for MySQL database operations
weaviate
MCP (Model Context Protocol) server for Weaviate
ergut
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.
opensearch-project
LucasHild
A Model Context Protocol server that provides access to BigQuery
danielmeppiel
MCP Server for working with large Oracle databases
jparkerweb
🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities
hannesrudolph
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
mangooer
MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment
TheRaLabs
A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
donghao1393
数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of multiple connections in a secured way (like SSL and control
dperussina
MCP server for MS SQL Server
dpflucas
An MCP server provides read-only access to MySQL databases.
Zhwt
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
JexinSam
A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.
martin-papy
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server
datawiz168
MCP server implementation for Snowflake integration
redis
FocusSearch
A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy, higher speed, and more reliability!
daobataotie
mssql mcp server
datastax
An MCP server for Astra DB workloads
aadversteeg
A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.
rahgadda
MCP server to connect to Oracle Database
enemyrr
aliyun
AnalyticDB for MySQL MCP Server
fireproof-storage
Store and load JSON documents from LLM tool use
NetanelBollag
A beginner-friendly MCP server template featuring a PostgreSQL connector with clean, easy-to-understand code. Perfect for developers new to Model Context Protocol who want to experiment and create their own AI tool connectors with minimal setup.
j4c0bs
MCP server for SQL static analysis.
Mineru98
A server application designed on top of MCP to interact with Cursor and MySQL.
关于 MCP 服务器、工具和集成的常见问题
MCP 服务器是遵循 Model Context Protocol 标准的程序,把文件访问、数据库查询、网页搜索等工具或数据源封装成 AI 助手能发现并调用的能力。
每个服务器详情页都提供可直接粘贴的 Claude Desktop、Cursor、VS Code 等客户端配置代码,大多数几分钟内就能装好。
本页收录的大多数服务器开源免费;部分服务器背后调用的第三方 API(云服务、付费数据源等)可能需要你自备 API key 或订阅。