Discover Awesome MCP Servers

openrouter-imgen-mcp

Gives AI assistants image generation and editing capabilities through OpenRouter, supporting multiple models, style presets, variations, and batch operations.

agiscorecard

Auditable AGI-2027 evidence: eight graded Situational Awareness predictions with pre-registered flip conditions, a 0-100 Thesis Tracker with full score history, and a public market-call ledger where misses stay published. Free, no auth, CC BY 4.0.

nvidia-mcp

An MCP server that provides AI agents free access to NVIDIA's hosted AI models (100+ models) with automatic model routing for tasks like reasoning, coding, vision, embeddings, and translation.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

MCP Server for OpenHAB

Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, allowing MCP to interact with OpenHAB items through operations like getItemState and sendCommand.

taiwan-data-mcp

讓AI助理直接查詢台灣公開資料，包括公司登記、詐騙查核與實價登錄，資料即時且附來源連結。

Facebook Ads Library MCP Server

This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and analyze ad images/videos using AI - all with intelligent caching and batch processing for efficiency.

MCP-GMX-VMD

Integrates GROMACS molecular dynamics simulations with VMD visualization, enabling setup, execution, analysis, and 3D visualization of molecular dynamics workflows through natural language.

tg-assistant

Enables Claude to act as a personal assistant in Telegram by providing tools to read new messages, send replies, and manage tasks/reminders/notes in a Supabase-backed memory.

browser-research-mcp

Browser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables, and login-walled dashboards. It provides tools for visiting URLs to extract DOM text and screenshots, and for performing structured data extraction using Anthropic Claude Sonnet.

skrape

Converts any webpage into clean, LLM-ready Markdown, removing noise and supporting JavaScript rendering.

SleepBlocker MCP

Enables AI assistants to control Mac sleep settings by preventing sleep for configurable durations and modes using natural language commands.

carbon-intensity-uk

Enables querying of real-time and forecast UK carbon intensity data from National Grid ESO, allowing AI agents to retrieve carbon emissions by region and time.

Thask

MCP server that provides 25 tools for AI agents to query and modify a dependency graph, enabling impact analysis and provenance tracking for AI-assisted development.

mcp-ding

MCP server for macOS native notifications with 67 AI brand icons and system sound support, enabling AI agents to send desktop notifications via one-line tool calls.

MCP Math Calculator Server

Enables basic mathematical operations through MCP protocol with add and multiply tools. Built with fastmcp 2.0 and optimized for serverless deployment on Vercel.

mcp-scaffolder

Scaffolds new project directories from built-in templates for Python, Node.js, and Go via MCP tools.

OmniAudit MCP

A production-grade MCP server offering modules for GitHub issue/PR triage, live website auditing, and automated release note generation. It provides robust security features like write-operation confirmation gates, rate limiting, and dual-read storage backends.

Skills MCP AD

A production-ready MCP server that enables AI assistants to manage enterprise Active Directory environments through 45 specialized tools for users, groups, and GPOs. Its multi-client architecture allows for the secure management of multiple AD domains from a single codebase using natural language commands.

homosaurus-mcp

An experimental MCP server connecting Claude to the Homosaurus V4 LGBTQ+ linked data vocabulary, enabling search and retrieval of authority data for AI-assisted subject analysis and cataloging.

Pulse

Enables AI agents to communicate directly through a mesh network, supporting group chats, message exchange, and invite-only access with prompt injection protection.

siyuan-mcp

MCP server for SiYuan Note, enabling AI tools to search, read, create, and organize notes with 66 tools.

AppBI Workboard MCP

Build a working AppBI Workboard mini-app end to end — from raw data all the way to a shareable app — through one self-contained MCP server.

stock-mcp-server

Real-time A-share stock data for AI assistants. Provides real-time stock prices, K-line data, financial indicators, and sector fund flow analysis for Chinese A-share market. Multi-source data validation ensures accuracy.

Raj Assistant MCP

A modular AI Assistant built using the Model Context Protocol that provides tools for calculator, weather, news, AI chat, currency conversion, document processing, and future RAG capabilities.

Laravel 12 Docs MCP Server

A Model Context Protocol server that provides AI assistants and language models with access to Laravel 12 documentation, allowing them to list, read, and search through documentation files.

Vee3

Vee3 connects coding agents to a hosted catalog of live data and action tools through one MCP server at https://mcp.vee3.io/mcp. Use it for market research, due diligence, competitive analysis, and fact-heavy tasks without leaving your editor.

novapay-mcp

MCP server for NovaPay that enables AI agents to create payment links, poll payment status, manage session lifecycle, and generate merchant keys.

MCP-Knowledge-Toolbox

A local knowledge-base MCP toolbox for Agent workflows, exposing 11 tools for document ingest, retrieval, context reading, citation checking, and evaluation-report reading.