What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
rameshv29
PostgreSQL performance analysis and optimization MCP server
RollandMELET
Docker configuration for Qdrant MCP server
edinetdb
Remote MCP server for Japan's EDINET DB — structured financial data, HR/diversity disclosures, policy shareholdings, supply chain, corporate history, and director profiles for approximately 3,800 Japanese listed companies. OAuth 2.0 multi-tenant SaaS, in production since 2026-03-
handsomestWei
Automatically extract SQL statements from MyBatis mapper XML files. Support automatic mocking of SQL parameters, and support automatic connection to the database to execute SQL tests and output results.
Augmented-Nature
elementalcollision
An MCP server for agentic integration with the VAST Database and Catalog.
MCP-Mirror
Mirror of
dennismartis
marcoeg
An MCP server to query the NIST National Vulnerability Database (NVD)
SoftwareTree
Database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant database (PostgreSQL, MySQL, Oracle, SQL Server, SQLite
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Elasticsearch (beta)](https://www.cdata.com/download/download.aspx?sku=EEZK-V&type=beta).
anhnx000
Some examples to build server, client test in model context protocol. Một số ví dụ sử dụng MCP
marekkucak
SQLite-Anet-MCP Server A blazing-fast, Rust-powered SQLite server for AI agents—speak JSON-RPC, store insights, and manage your database like a pro.
SwanHtetAungPhyo
aliyun
This MCP server equips AI Agents with tools to interact with OpenSearch through a standardized and extensible interface. See our product document for more information.
spragginsdesigns
agentesq
Weaviate MCP Server
abhinavnatarajan
MCP server for reading SQLite databases
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle Sales (beta): https://www.cdata.com/download/download.aspx?sku=EOZK-V&type=beta
blueshiftlabs-ai
MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS
zhaoxin34
cherl
shensiqi0701
tailabs
An MCP server for Milvus that supports session connection management and accesses Milvus via the SSE interface.
david-ruffin
MCP Server for MSSQL Integration
CDataSoftware
This read-only MCP Server allows you to connect to MySQL data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
Martyr2
Quick little template for a local MCP MySQL server.
tirthraj07
Custom made MCP Server for Popular databases (Currently Supporting MYSQL)
MCPRUNNER
MCP Server for MSSQL (Microsoft SQL Server)
comonetso
Model Context Protocol server for MySQL databases in Cursor IDE
MKhan997733
MCP-Mirror
Mirror of
Adhikram
tobecrazy
A postgresql-mcp server
MCP-Mirror
Mirror of
manpreet2000
mcp server for all types of database that connects with LLMs
pgedge
The pgEdge Postgres Model Context Protocol (MCP) server enables SQL queries against PostgreSQL databases through MCP-compatible clients like Claude Desktop. The Natural Language Agent provides supporting functionality that allows you to use natural language to form SQL queries.
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle Service Cloud (beta): https://www.cdata.com/download/download.aspx?sku=KOZK-V&type=beta
cbuehrle1
Elemzir
Send money anywhere on earth in 0.4 seconds. No bank account. No approval. Just $KTA. Real-time $KTA rates for 55+ global currencies. Global compliance intelligence. Payment route comparison: Keeta vs SWIFT vs Stripe vs Visa. Powered by Keeta Network: 11.2M TPS tested (Google Clo
dba-i
The server provides context to an LLM, empowering models to complete various Database Administration tasks, such as improving table health, optimizing existing indexes, and identifying missing ones. The server aims to find the best way to provide context so the LLMs can maximize
AhmedKhalil777
A tool for interacting with Microsoft SQL Server databases:
haymon-ai
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
alexcc4
A lightweight MCP server for MySQL, built with python
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for SQL Server Analysis Services (beta)](https://www.cdata.com/download/download.aspx?sku=FYZK-V&type=beta).
fnf-deepHeading
A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK.
Arun-kc
A read-only trust + intelligence layer between AI agents and your database — the agent never writes SQL, PII is refused before the query runs, and every call lands in a tamper-evident audit log. Postgres today.
jimpick
Use Model Context Protocol with multiple Fireproof JSON document databases
NandaGopal56
burakdirin
An MCP server implementation that enables Claude AI to interact with Clickhouse databases.
volteditor
a mcp server for interacting with ChromaDB
richardwooding
MCP Server for DuckDB
kelnishi
TypeScript implementation of the Sqlite MCP Server
pipethedev
eoinmooremath
MCP server for a school database
showjason
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server for accessing the STRING protein interaction database. This server provides powerful tools for protein network analysis, functional enrichment, and comparative genomics through the STRING API.
RathodDarshil
MCP-Mirror
Mirror of
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Apache Cassandra (beta)](https://www.cdata.com/download/download.aspx?sku=RCZK-V&type=beta).
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.