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.
tgsca
boletinclaro
Subvenciones y licitaciones públicas de España y Europa para tu IA (BDNS, PLACSP, TED, CORDIS, BOE, BORME). Busca ayudas y contratos públicos en lenguaje natural y consulta el dinero público recibido por cualquier empresa por su NIF. Datos reales con enlace a la fuente oficial en
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
SandyYuan
mcp server for desi and other surveys
jambllc
Jamb MCP Server
stagsz
A Model Context Protocol (MCP) server for Firebird databases. Enables read-only SQL queries and schema exploration.
amylixing
MCP Client and Server Implementation with Functions
rajkstats
tivaliy
MCP-NLP is a FastMCP application designed to provide NLP (Natural Language Processing) capabilities using the Model Context Protocol (MCP)
MCP-Mirror
Mirror of
Mestika
Unofficial Model Context Protocol server for the Spotler SendPro API, formerly known as FlowMailer.
doramart
aniket-raskar1
Shuangshuang007
Workopia is a free MCP server providing three AI-powered tools:
1aleksa
MCP server for the Hansatic packing API — truck & container load optimization for AI agents. Returns physically valid layouts with LDM, linear feet and pallet positions.
ParadeTo
va99
MCP server that installs other MCP servers for you
socialityio
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
dchhill
Professional-grade Vedic astrology via Model Context Protocol. 22 tools: birth charts, dashas, yogas, compatibility, panchanga, muhurta, prashna, and chart-aware Cosmic Advisor interpretation. Free tier with no credit card required.
onepersonunicorn
AI-powered League of Legends professional esports match predictor and summoner analysis tool. Predict outcomes for T1, Faker, Zeus, and other pro players with advanced statistical modeling.
connerlambden
Real-time news with bias scoring across 5,000+ sources, AI options pricing, balanced news synthesis, live market data, and meme search. 9 tools, no auth, 50 free queries.
api-freaks
Official MCP server for APIFreaks. Real-time weather, IP, WHOIS, DNS, SSL, currency, screenshots, and more for any AI agent.
gojue
MoLing-Minecraft is an AI Agent MCP Server for the Minecraft game, featuring intelligent construction, building, and game control
bakietd
Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custo
shrisaxe
for IT Hackathon
jiangwen0259
tapd
shabaaspay
Official ShaBaasPay AI toolkit and MCP integrations for agent frameworks and function calling.
riskiilyas
MCP Server for my Claude to understand a whole project
yedanyagamiai-cmd
MCP server for color operations: generate harmonious palettes by color theory, check WCAG contrast ratios, convert between HEX/RGB/HSL, create CSS gradients, and lookup Tailwind colors. 5 tools on Cloudflare Workers.
calebfroese
A MCP Server for a Neovim instance, using the Neovim RPC MessagePack-RPC protocol
yabe-sakurarin
UnityのMCPサーバー
apifyforge
Supply chain digital twin simulation via 8 quantitative algorithms — connect any AI agent to live corporate, trade, sanctions, hazard, and financial data across 17 public data sources.
flinstonedev
QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspec
gfuener
Skeleton for mcp server hub
abbracadabra
java_sse_mcp_demo
Vortiago
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
thenutritrackerapp-creator
alphagroup-ai
jordan23wagner-ops
Analyzes job descriptions for ATS compatibility, red flags, salary benchmarks, and keyword optimization. Returns structured JSON scores per call.
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
nitheish-ss
MCP server to build UI
elblanco2
MCP server for simplified framework deployments on shared hosting environments
JoaoMartins-callmeJohn
.NET MCP Server to connect with Claude Desktop and AEC Data Model API
acxelerator
railsblueprint
Bit0r
mcp server for aoe4 documentation
BrightLin
The most simple ModelContext Protocol server example, just say hello to user
sendpulse
Your AI agent just got a marketing team. SendPulse MCP Server provides full access to the SendPulse marketing platform — email campaigns, CRM, chatbots, SMTP, and online courses. 134 methods across 5 modules.
jnMetaCode
unitythemaker
MCP server for checking domain availability using RDAP and WHOIS with support for bulk checking multiple domains in parallel.
tembo-io
MCP server for Tembo Cloud's platform API
ahooop
OdinBot33
AI Agent Astrology — natal birth charts, personalized transits, cosmic weather, validated correlations, forecasts, and network intelligence for AI agents. 8 tools. 7 resonance levels. 24 achievements. Every response includes a _meta envelope with XP, streaks, transit whispers, an
x-challenger
forceworks
MCP Server for RapidStart Apps
coreycao
rafaellopes
MCP server expondo oportunidades de trabalho independente, freelance, biscates e renda extra em Portugal (PT-PT) — 95 categorias com contactos reais. 3 tools: list_categories, search_opportunities (filtros por categoria/região/texto), get_category. Endpoint hosted Streamable-HTTP
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.