Discover Awesome MCP Servers

lease-qa-mcp

MCP server exposing lease Q&A via the lease_qa tool, querying a LeaseClear API to return grounded answers about specific lease documents.

swanlab-mcp

Enables read-only access to SwanLab workspaces, projects, runs, and metrics through the Model Context Protocol.

api-docs-mcp

An MCP server that enables AI agents to explore, search, and query API definitions from OpenAPI/Swagger JSON files.

V2W MCP Server

Enables agents to convert videos from URLs, Bilibili, and netdisk shares into Word documents, with tools for transcription, job management, and account configuration.

AI Agent Loop MCP Server

An AI debugging agent MCP server that enables autonomous plan-act-observe debugging workflows, allowing repository exploration, code inspection, human-approved edits, and test execution through structured MCP tools.

macOS MCP Servers

Enables Claude Desktop and GitHub Copilot to interact with native macOS applications including Spotify, Apple Music, Notes, Calendar, FaceTime, and Contacts through natural language commands. Provides comprehensive control over music playback, note management, calendar events, video calls, and contact operations using AppleScript integration.

Blogger MCP Server

Enables AI assistants to interact with the Google Blogger API v3 to manage blog posts and metadata. It supports the full post lifecycle including creating, updating, publishing, and deleting content through natural language.

mcp-package-health

An MCP server that provides AI agents with real-time package health data, vulnerability reports, and dependency graphs from PyPI and OSV.dev.

MCP Billing Gateway SDK

Universal billing gateway for MCP servers. Add Stripe subscription billing to any MCP server with one line of code. Supports tiered plans, usage tracking, and automatic access control.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol servers using TypeScript, featuring example tools (calculator, greeting) and resources (server info) with Zod schema validation.

Arcane MCP

AI-powered Docker management server that enables natural language control of environments, containers, images, networks, volumes, and more through a unified Arcane API interface.

VulnPilot

An MCP server that gives AI assistants the ability to check open-source packages for vulnerabilities, enrich findings with real-world exploit intelligence, and statically analyse whether vulnerable code is actually reachable in your project.

click-mcp

Transforme CLIs Click em servidores MCP com uma linha de código.

Global Payments MCP Server

Enables AI agents to create and manage payment links programmatically via the Global Payments API, supporting single-use and multi-use links, retrieval, and API documentation retrieval.

kObsidian MCP

Filesystem first MCP server for Obsidian vaults with an LLM-Wiki layer on top.

MailCal MCP Server

MCP server for MailCal that reads emails via IMAP, extracts calendar events (interviews, assessments, meetings, deadlines), and provides tools to list, sync, add, update, and delete these events.

NASA MCP Server

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

MCP Calendar Server

An ADT-based calendar management system that enables users to create, update, and organize events by category with integrated stamina tracking functionality.

business-days-mcp

A server for business day arithmetic and SLA calculations, supporting holidays for ~150 countries, plus cron and recurrence-rule parsing.

Ziwei Astrology MCP Server

Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological charts with geographic location support and true solar time conversion. Provides tools for geocoding locations, converting Beijing time to apparent solar time, and creating comprehensive astrology readings based on birth information.

quake-mcp

MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to search the global earthquake catalog, look up event details, count quakes, find 'Did You Feel It' reports, and read realtime feeds.

arena-hero-mcp

MCP server that connects AI clients to the arena-hero game's browser-stored exploration data via WebSocket, enabling queries for resource and obstacle coordinates.

langmuir-probe-mcp

MCP server for Langmuir probe IV curve analysis, offering 21 tools for preprocessing, feature extraction, mode detection, and visualization of low-temperature plasma data.

Obsidian MCP Agent

A custom MCP server that cleans up raw notes into properly formatted, cross-linked notes in an Obsidian vault using Claude Desktop.

sheetspec

Validates Excel (.xlsx) workbooks against reviewed, lockable acceptance contracts, catching errors and outputting structured issues that agents can repair.

grace-hello-mcp

A simple remote MCP server that exposes a greeting tool (say_hello) and demonstrates custom icon advertising per MCP spec, ready to deploy on Render.

webdev-mcp

An MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.

AI MCP ServiceNow

A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.

mcp-flyin

A server that handles messaging or commands over a custom protocol

fallgo-mcp

MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources, enabling text classification and state folding in any MCP client.