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.
stass
Mac OS X command line BLE tool and MCP server
jerpint
MCP server for aiding with literature reviews
safedep
Model Context Protocol (MCP) server to pin components to their immutable version
jinzcdev
《从原理到实战:掌握 MCP》系列文章的示例代码库
Tisik79
MCP server pro zadávání a vyhodnocování reklamních kampaní na Facebooku pomocí Claude AI
czirakim
A MCP server for talking to a F5 device
SaptaDey
The Advanced Scientific Research (ASR) Graph of Thoughts (GoT) MCP server is a highly efficient implementation of the Model Context Protocol (MCP) that allows for sophisticated reasoning workflows using graph-based representations.
AidenYangX
MCP Server for the Mapbox API.
jovezhong
Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities.
openSVM
Solana Protocol Design for Agent and MCP Server Registries
blackplume233
RomThpt
inakianduaga
Clockify Model Context Protocol (MCP) server
piebro
An MCP (Model Context Protocol) Server to play and control movies using VLC.
steveydevey
An MCP server for KVM hypervisors
qmatteoq
This project demonstrates a Model Context Protocol (MCP) server and client implementation in .NET
ramakay
A Shopify MCP Server built to interact with Mock.shop
mariaccc
OpenLinkSoftware
Typescript based Model Context Procotol (MCP) Server for Open Database Connectivity (ODBC)
Seelly
A mcp servers for academic paper search. The datasource incloude arxiv,semantic.crossref,scopus,adsabs and scihub
putdotio
MCP server for interacting put.io
kukapay
An MCP server that provides real-time access to the latest news from Cointelegraph.
huang-sh
MCP server for single cell analysis
ShadowCloneLabs
Glutamate is a powerful desktop platform that simplifies the deployment and management of Model Context Protocol servers. It provides a user-friendly interface and robust tools for server administration, making it easier than ever to run and customize your MCP servers.
TakumiY235
MCP server for UniProt protein data access
ggilligan12
MCP Server for Kibana SecOps
ZaUtre
CLoaKY233
MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.
cevatkerim
An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API g
hide-org
MCP server for Hide
pelikhan
A MCP server framework for the BBC micro:bit and MakeCode
hydrolix
An MCP server for Hydrolix
ZephyrDeng
A TypeScript-based Model Context Protocol (MCP) server for viewing, filtering, sorting, and updating CSV/XLSX spreadsheet files via LLM or API integration.
yuru-sha
Sample MCP Server for Dify AI
mailgun
Model Context Protocol server implementation of Mailjet's APIs
iRahulPandey
mcp server for mlflow
macrat
MCP server for kintone
tomohiro1850
abshkbh
MCP server for https://github.com/abshkbh/arrakis
amp-labs
Official AI SDK by Ampersand
bornpresident
A Model Context Protocol (MCP) server that integrates with the MISP (Malware Information Sharing Platform) to provide threat intelligence capabilities to Large Language Models.
yangbuyiya
这是一个基于 MCP (Model Context Protocol) 协议的服务器,专门用于自动化发布文章到腾讯云开发者社区。通过集成 Spring Boot 3.x 和 Spring AI,为 AI 助手提供了与腾讯云开发者社区交互的能力,实现文章的自动发布和管理。
caretdev
InterSystems IRIS MCP server
seangwright
ASP.NET Core MCP server for Xperience by Kentico projects
erhwenkuo
About 一個用來讓 AI Agent 可透過 SearXNG 服務來搜尋外部網站內容與資訊的 MCP server 。
arush15june
MCP Server for Zammad API
puchunjie
narumiruna
MatiasVara
Experimental MCP server for Libvirt
xinthink
Connect your Readwise Reader library to LLMs.
joeymeere
A framework for building simple MCP servers with custom middleware
OpsLevel
Model Context Protocol (MCP) server for OpsLevel
xinthink
Connect your Readwise Reader library to LLMs.
jagan-shanmugam
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
jhgaylor
A Python MCP Server for hirebase.org's API
jwaxman19
An MCP server to run qlik
amidabuddha
strawgate
Assorted Python MCP Servers
rakeshgangwar
huang-sh
MCP server for Scanpy
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.