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.
boyce-io
Give AI agents structured database intelligence. Deterministic SQL, NULL trap detection, EXPLAIN pre-flight. MIT licensed.
Altinity
**Altinity MCP Server** is a production-ready MCP server designed to empower AI agents and LLMs to interact seamlessly with ClickHouse. It exposes your ClickHouse database as a set of standardized tools and resources that adhere to the MCP protocol, making it easy for agents buil
rameshv29
PostgreSQL performance analysis and optimization MCP server
musoukun
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
haymon-ai
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
volteditor
a mcp server for interacting with ChromaDB
MCP-Mirror
Mirror of
JaviMaligno
MCP server with 14 tools for PostgreSQL database operations. Query databases, explore schemas, analyze tables, list indexes/constraints, and get performance statistics. Features security-first design with SQL injection prevention and read-only mode by default. Works with Claude D
SwanHtetAungPhyo
macgaf
elasticsearch mcp server and client, supports es7 and es8, based on Model Context Protocol python sdk
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
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.
marcoeg
An MCP server to query the NIST National Vulnerability Database (NVD)
prahveent
A Model Context Protocol (MCP) server built with mcp-framework for SQL Server database interactions
MCP-Mirror
Mirror of
gopikapeenikkal
Custom MCP Server for MySQL
slow-groovin
Key-Value storage MCP server based on unjs/unstorage, support drivers: redis, mongodb, filesystem. http
jamesg31
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
planetscale
The PlanetScale MCP server is a hosted MCP server that exposes your PlanetScale organizations, databases, branches, schema, and Insights data to MCP-compatible tools. It's authenticated via OAuth for configurable access to permissions and scopes, and it's accessible from any MCP
freakynit
A lightweight MCP (Model Context Protocol) server built to query Postgres database. It provides comprehensive tools for database operations, table introspection, and query execution with smart permission handling.
shrishailwali
MCP-Mirror
Mirror of
LembaGang
Cryptographically signed market status (OPEN/CLOSED/HALTED/UNKNOWN) for 28 global exchanges with Ed25519-signed receipts. Designed for AI agents and automated trading systems. Fail-closed: UNKNOWN always means CLOSED. 5 MCP tools. x402 micropayments on Base mainnet.
DavidRamosSal
MCP server for MariaDB
shreyansh-ghl
aaaaalexander
terno-ai
TernoDBI is a database intelligence layer designed for Security and Accuracy, bridging the gap between AI Agents and Enterprise Data. It acts as a powerful standalone Model Context Protocol (MCP) server, or it can be directly embedded into your existing Django projects. Either wa
AhmedKhalil777
A tool for interacting with Microsoft SQL Server databases:
tailabs
An MCP server for Milvus that supports session connection management and accesses Milvus via the SSE interface.
yairsabag
imankamyabi
Model Context Protocol server for managing Amazon DynamoDB resources
RoyceLeonD
MCP Server for for major databases
shakunvohradeltek
MS SQL Server - MCP for Claude-Code
zx8086
sunilemanjee
awmatheson
A MCP server based on Redis
akramansaritorinit
MCP-Mirror
Mirror of
midu2
WaelDataReply
cocaxcode
Talk to your databases in natural language. Multi-database MCP server (PostgreSQL, MySQL, SQLite) with 19 tools for connection management, schema introspection, query execution, rollback snapshots, and query history. Auto-discovers schema with FKs so AI agents can build JOINs fro
loupipalien
OpenSearch MCP Server
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 SCM (beta): https://www.cdata.com/download/download.aspx?sku=KSZK-V&type=beta
spragginsdesigns
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
RonHouben
MCP Server for postgres
davidwynter
A simple MCP server to access Qdrant
Pratye
A Model Context Protocol server that provides read and write access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read and write queries.
allizwellai
david-ruffin
Natural Language SQL Chat Interface using MCP SQL Server
MCP-Mirror
Mirror of
tirthraj07
Custom made MCP Server for Popular databases (Currently Supporting MYSQL)
blueshiftlabs-ai
MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS
sultanfariz
A very simple prototype tools that could be equipped by LLM-powered MCP client to access DB. Intended for GDGoC IPBxUI Build with AI workshop.
prisma
eoinmooremath
MCP server for a school database
pengcunfu
零负担、开箱即用的模型上下文协议(MCP)服务器,用于与 MySQL 交互和自动化操作。无需 Node.js 或 Python 环境。该服务器提供对 MySQL 数据库和表进行 CRUD 操作的工具,以及只读模式以防止意外的写入操作。您还可以通过添加 --with-explain-check 标志让 MCP 服务器在执行查询前使用 EXPLAIN 语句检查查询计划。
zhaoxin34
yhwang
A MCP server which provides tools function to insert into and query data from the Milvus vector database.
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.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.