MCP Servers

🖼️ Unsplash Smart MCP Server

drumnation

AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash

Atom of Thoughts (AoT)

kbsooo

Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust reasoning and validated insights.

Agentic Resource Discovery

neuronto

Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench.

ESXi MCP Server

bright8192

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

📈 Nasdaq Data Link MCP 🤖

stefanoamorelli

A Nasdaq Data Link MCP (Model Context Protocol) Server

MCP Mailtrap Server

railsware

Official mailtrap.io MCP server

Vectorize MCP Server

vectorize-io

Official Vectorize MCP Server

astro-mcp

morinokami

MCP server to support Astro project development

Atlassian Confluence MCP Server

aashari

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

GitLab MCP Server

yoda-digital

Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).

Last9 MCP Server

last9

Last9 MCP Server

react-analyzer-mcp

azer

MCP server for analyzing & generating docs for React code locally

MKP - Model Kontext Protocol Server for Kubernetes

StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes

Muppet Kit

muppet-dev

Debugging and Testing tool for MCP servers

Whale Tracker MCP Server

kukapay

A mcp server for tracking cryptocurrency whale transactions.

Make CoPilot an Interactive Programmer

BetterThanTomorrow

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

Make CoPilot an Interactive Programmer

BetterThanTomorrow

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

MCP server w/ Browser Use

JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

mcp-kubernetes

Azure

A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

Make CoPilot an Interactive Programmer

PEZ

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

Tripadvisor MCP Server

pab1it0

A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.

MCP PowerShell Exec Server

dfinke

MCP Server for executing PowerShell scripts

Prometheus MCP Server

tjhop

MCP server for LLMs to interact with Prometheus

Mcp Codebase Index

MikeRecognex

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

Ops Mcp Server

Heht571

服务器、网络设备巡检和运维MCP工具

Mathematical Calculator MCP Server

huhabla

A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities

Getting Started with Remote MCP Servers using Azure Functions (Node.js/TypeScript)

Azure-Samples

This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design.

Amadeus MCP Server

donghyun-chae

Amadeus MCP(Model Context Protocol) Server

Uizze

uizze

Build better UI with coding agents. Free design skills, a PR finish gate, and MCP references from 800,000+ web and iOS screens.

Nora

solomon2773

Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.

Thunderbird Cli

vitalio-sh

Give Claude full access to your email through Mozilla Thunderbird. CLI + MCP server for AI agents.

Webpage Screenshot MCP Server

ananddtyagi

An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.

Google Calendar MCP Server

takumi0706

Google Calendar MCP server for Claude Desktop integration

DeployStack

deploystackio

Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.

FinData Mcp Server

zlinzzzz

FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.

MCP Auth Python SDK

mcp-auth

🔐 Plug-and-play auth for Python MCP servers.

OpenRouter MCP Multimodal Server

stabgan

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

shell-command-mcp

egoist

MCP server for executing shell commands.

MCP DuckDB Knowledge Graph Memory Server

IzumiSy

MCP Memory Server with DuckDB backend

create-mcp-app

boguan

A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling

mcp-clj

hugoduncan

An MCP server written in clojure

Srclight

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Build a MCP Server

nicknochnack

A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.

What is WayStation

waystation-ai

The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.

Whois MCP

bharathvaj-ganesan

MCP Server for whois lookups.

create-mcp-server-app

boguan

A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling

Apiclaw — Amazon Data Api For Ai Agents

SerendipityOneInc

APIClaw Skills - AI Agent capabilities for Amazon Product Research

XcodeMCP

lapfelix

MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

Gmail

shinzo-labs

MCP Implementation for Gmail Services

CrewAI Enterprise MCP Server

crewAIInc

MCP Server for kicking off and getting status of your crew deployments

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

arjunprabhulal

Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools

Mailgun MCP Server

mailgun

Implementation of Model Context Protocol server for Mailgun APIs

MCP Server Whisper

arcaputo3

An MCP Server for audio transcription using OpenAI

Azure Data Explorer MCP Server

pab1it0

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

mcp-server-flomo MCP Server

chatmcp

Write notes to Flomo