Discover Awesome MCP Servers

Rootly MCP server

Manage incidents from your IDE. An MCP server allowing to pull out incidents and their associated metadata using Rootly API.

Gists MCP Server

Enables Claude to manage GitHub Gists as an intelligent code library, allowing users to save, retrieve, update, and organize code snippets from anywhere with natural language commands.

Image Generator MCP Server

Generates customizable test/placeholder images as PNG files with specified dimensions (1-4096px), hex colors, and optional labels. Automatically creates directories and adds dimension overlays with smart contrast text.

mcdk-mcp-tracy

An MCP server that captures and analyzes function-level profiling data from NetEase Minecraft Bedrock Edition mods via the native Tracy profiler, enabling AI to identify performance hotspots and verify optimizations.

Claims Data MCP Server

Enables natural language querying of healthcare claims data by exposing a SQLite database with read-only SQL tools, allowing users to ask questions in plain English and get answers backed by real database queries.

zhipu-vision-mcp

Provides vision capabilities to text-only models (like DeepSeek) via Zhipu free vision models, enabling image analysis, OCR, and image comparison through natural language.

withings-mcp

Provides read-only access to Withings health metrics including body composition, sleep, workouts, and ECG data with local SQLite caching and trend analysis. Features incremental synchronization, automatic OAuth token refresh, and supports all 200+ Withings measurement types for comprehensive health tracking.

AURA MCP Server

Provides tools to cache answers, run local compute, and retrieve stats, reducing LLM calls by answering prompts for free when possible.

Quiz MCP Server

An interactive programming quiz server that provides assessment tools across ten tech categories with three difficulty levels. It enables users to launch quiz interfaces, receive graded feedback with explanations, and request hints through MCP-compatible tools.

YingDao RPA MCP Server

Enables AI to execute RPA applications and workflows through the Model Context Protocol, supporting both local and cloud modes.

mcp-esieabot

Enables natural language control of an esieabot robot (motors, servo, camera) through Claude Desktop or MCP Inspector.

IP Contingency MCP Server

Enables AI-powered analysis of IP assignment compliance, including gap detection, anomaly detection, and risk prediction.

Aviation Model Context Protocol

Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

servicenow-mcp

A ServiceNow MCP server that enables natural language management of incidents via the Table API, with tools to create, read, update, search, comment on, and resolve incidents.

mcp-spec-comments

A comment-based spec-driven development MCP server that facilitates workflows from requirements creation to implementation via AI, using @spec-impl markers.

cli-mcp

Enables adding and running arbitrary CLI commands through natural language, with recursive help parsing.

Mcity Data Engine MCP Server

Enables natural language interaction with complex computer vision workflows such as auto-labeling, class mapping, and embedding selection through an LLM-agnostic MCP orchestration layer.

Geo Home MCP

Enables comparison of residential candidate areas by land price, station walking time, and public transit commute, with PMTiles-powered interactive maps. Provides MCP tools for listing layers, retrieving land prices, computing commutes, finding and comparing areas, and building area maps.

teacher-mcp

MCP server that authenticates as a teacher and provides tools for question management and lecture recording on the RuoYi platform.

gcp-mcp

Enables managing Google Cloud Platform (GCP) resources through natural language commands, including compute instances, storage, databases, and monitoring.

AI Red Teaming MCP Server

AI red teaming toolkit exposed as a Model Context Protocol (MCP) server. Connect any MCP client and test AI systems for safety vulnerabilities.

My MCP Server

A Python template for building Model Context Protocol (MCP) servers that expose tools via JSON-RPC, enabling secure and scalable context and tool invocation for language models.

Facebook Ads Library MCP

Enables advanced competitive intelligence and market analysis on Facebook ads, with tools for search, creative analysis, performance prediction, and monitoring.

Lookup-Domain

A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.

quickshell-mcp

Enables driving a Quickshell QML app inside a headless compositor, with tools to screenshot windows, inspect their object trees, and read or write QML state.

STEPhie MCP Server

MCP server for STEPhie tools, providing secure access to publisher data and ad forecasting via Monday.com and Google Ad Manager.

Google Calendar MCP Server

MCP server for Google Calendar API, providing 10 tools for event and calendar management such as listing calendars, creating events, and checking availability.

Moling

MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant.

prefect-mcp-server

An MCP server for interacting with Prefect resources, enabling AI assistants to monitor, manage, and debug workflows.