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.
testomatio
MCP server or Testomat.io
dchf12
mcp server example
michaellatman
WaelDataReply
A quickstart to test MCP blog analyzer client and a webpage visitor server
urldna
Scan and analyze potentially malicious URLs using the urlDNA
gNucleus
gNucleus Text To CAD MCP server
birdwell
This MCP server provides AI assistants with real-time access to RuneScape 3 game data through the RuneScape Wiki APIs. It enables AI systems to retrieve current Grand Exchange prices, detailed item information (including stats, examine text, and alchemy values), historical price
thisisbhanuj
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic Orchestration Framework), users can leverage these Cortex AI features.
xiaoxigithub
Let AI automatically analyze the site. Not limited to site monitoring, competitive product analysis, automatic keyword mining, n8n integration, etc.
simonberner
Example project showing how to build a simple MCP Server (and having it on Smithery!)
RevelDigital
This MCP server exposes the Revel Digital REST API as tools that AI assistants can use to manage your digital signage infrastructure. Through natural language commands, you can:
damionrashford
Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.
ngs
A Model Context Protocol (MCP) server implementation for Dropbox integration, written in Go. This server allows AI assistants like Claude to interact with Dropbox through a standardized protocol.
FalkorDB
An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
zishengwu
A Model Context Protocol (MCP) server that leverages a vector database to efficiently index and query the codebase.
perMAIN
atxtechbro
Custom fork of filesystem MCP server with modified tool descriptions
johntawfik
ConechoAI
A Model Context Protocol (MCP) server that provides AI image generation and editing capabilities using Google's Gemini 2.5 Flash Image API. Generate stunning images, edit existing ones, and iterate on your creations with simple text prompts.
shupan
ipconfig-com
A powerful IPCONFIG MCP (Model Context Protocol) server built on Cloudflare Workers, providing IP address lookup, geolocation, and network connectivity testing tools for AI assistants.
thomaszdxsn
RayenMalouche
A Model Context Protocol (MCP) server (using java sdk 0.11.0) that provides email sending capabilities through SMTP integration. This server acts as a bridge between MCP-compatible AI assistants (like Claude Desktop) and email services.
Webvizio
Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks w
anniandnevi
mcpcap
A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. mcpcap enables LLMs to read and analyze network packet captures with protocol-specific analysis tools that accept local file paths or remote URLs as parameters (no file uploads - provide the path or UR
sosacrazy126
portel-dev
One MCP to Rule Them All. NCP consolidates over 50 scattered MCP tools into two unified tools (Find & Run). Your AI goes from confused to confident with 87% fewer tokens, zero tool confusion, and 5x faster responses. Perfect for teams drowning in MCP tool sprawl.
cyqlelabs
A Model Context Protocol (MCP) server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. This tool empowers agents with greater self-awareness and reliability through intelligent loop detection and experience acquisition.
kemalersin
Fonparam.com üzerinden yatırım fonlarına ilişkin güncel verilerin, performans istatistiklerinin ve karşılaştırmaların alınmasını sağlar.
tomba-io
desplega-ai
An MCP (Model Context Protocol) server that provides comprehensive browser automation and QA testing capabilities. This server integrates with desplega.ai to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using AAA (Arrange-Act-As
AryaAkman
MCP Server to retrieve Formula 1 information (race, driver and car, etc.). Connects to Open Formula 1, which is an open-source API that provides real-time and historical Formula 1 data.
bitnovo
MCP server for Bitnovo Pay integration with AI agents. Provides cryptocurrency payment capabilities through Bitnovo Pay API. Features include payment creation, status checking, QR code generation, and webhook management with support for multiple tunnel providers (ngrok, zrok, man
castbreeze
MCP server for controlling Sonos speakers and playing audio streams.
propbar
UK property data for AI assistants: crime statistics, school Ofsted ratings, ONS census demographics, automated valuations (AVM), and comparable sales from Land Registry. Access 30M+ UK properties with sales history, EPC ratings, and market analysis. Build your own AVM with 56 fi
iammarshallnz
jim-coyne
An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. This server exposes Intersight operations as tools for LLM applications. The Intersight MCP Server includes an intelligent Security & Health Check Agent that automatically orchestrate
johngrimes
Debug JavaScript and TypeScript applications through the Chrome DevTools Protocol with full source map support.
pohunghuang-nctu
A demo repository to showcase MCP Server functionality
timescale
The Tiger MCP server provides mcp tools for managing and querying Postgres database services on tiger cloud. Tiger cloud is the best PostgreSQL cloud provider for Developers,
semihbugrasezer
# Etsy SEO Generator
CarlLee1983
Git-driven MCP Server for managing Prompt templates with Handlebars support. Store prompts in Git, sync automatically, and use dynamic templates in Cursor, Claude Desktop, and other MCP clients. Features hot-reload, group filtering, version management, and Docker/Kubernetes deplo
marconae
Spec Oxide is a comprehensive workflow and toolset that enables spec-driven development for AI-assisted coding with Claude Code. You agree on what to build before any code is written. Spec Oxide ships a CLI and an MCP server to list and manage specifications as Markdown files as
iatsiuk
MCP server for browser automation via Puppeteer. Executes arbitrary JavaScript with direct access to Puppeteer Browser instance. Single "execute" tool runs your code in a sandboxed Node.js VM with a browser global - full Puppeteer API access in one call.
dev-mirzabicer
A fully-featured MCP server for TickTick
adityasasidhar
A production-ready MCP server that gives AI agents deep codebase understanding. Features AST-based semantic analysis, context-aware security scanning (zero false positives on source code), safe refactoring tools with previews, and comprehensive Git operations.
mercurialsolo
Open-source MCP server for strategic reasoning and multi-perspective analysis. Connect AI agents to Counsel's debate-driven decision-making platform with support for consultations, advisor sessions, and automatic question refinement. Features hosted server for instant setup or se
tableau
Helm-Protocol
Cryptographic transaction ordering verification for AI agents. Multi-source HTTPS time │
databox
The Databox MCP server empowers your AI tools to talk to your data, enabling agentic analytics, automated data ingestion, and real-time conversational analytics. It transforms Databox into an intelligent backend for your LLMs, allowing tools like ChatGPT, Claude and Cursor to que
jeweis
Nacos MCP Server - 让 AI 助手能够查询和管理 Nacos 配置。
nicholaskoerfer
Real-time NYC transit data for AI assistants. Subway arrivals, bus schedules, ferry times, LIRR/Metro-North, Citibike availability, and service alerts - all via MCP. Every way to move in NYC.
SparkFire
houtini-ai
Traditional style guides list rules: "Use short sentences. Vary paragraph length. Include personal anecdotes."
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ Cloud, enabling QASM circuit submission, platform discovery, and quantum task result retrieval through the Model Context Protocol.
gitkraken
The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software sui
conversionapi
Convert URLs to PDF, screenshot, or markdown — and convert document and image files — directly from Claude Code,Cursor, Windsurf, and Claude Desktop
tickstem
JOYLINK-LTD
Model Context Protocol server for the Lacuna Music API — generate AI music from Claude Desktop, Claude Code, Cursor, Zed, and other MCP-compatible clients.
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.