Discover Awesome MCP Servers

YouTube MCP Server

Provides AI assistants with comprehensive YouTube analytics and channel management capabilities, including channel performance, video analytics, audience insights, and content strategy tools.

FastAPI MCP Server

A comprehensive MCP server providing 21+ tools for mathematical operations, string manipulation, file handling, utilities, and web requests via FastAPI and WebSocket.

GAS MCP Server Advanced

An enterprise-grade MCP server that integrates AI agents with Google Sheets and Apps Script using over 100 specialized tools for automation and data analysis. It features a self-healing architecture with advanced security and observability for production-ready workflows.

MistMind MCP Server

Enables LLMs to interact with the Juniper Mist API via a dynamic index and sandboxed code execution, allowing search and execution of all 1,011 endpoints without pre-training.

Government of Canada Open Data MCP Servers

Provides access to 250,000+ Canadian government datasets and specialized querying of transportation infrastructure including bridges, airports, cycling networks, transit systems, railways, and tunnels across multiple provinces.

SEC Filings Vector Database

Turn SEC EDGAR filings into a searchable vector database, enabling natural language queries over company filings through Claude Desktop.

MCP Mail Server

A Model Context Protocol server that enables email operations through POP3 and SMTP protocols in Cursor AI, allowing users to send, receive, list, and manage emails using natural language commands.

prescryb

A remediation orchestrator exposed as an MCP server that provides primitives for SSH host inventory, CVE matching, live advisory lookups, compliance mapping, and Ansible playbook generation.

Screenshot MCP Server

Enables AI assistants running in WSL to capture Windows screenshots of full desktops, specific monitors, or individual windows by title or process name. It features DPI awareness, automatic path conversion between WSL and Windows, and customizable storage options.

aum-mcp-server

A personal MCP server split into focused servers — each loads only the tools it needs, keeping Claude's context lean.

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.

frx-director-mcp

MCP server that lets a high-capability director model drive the firefox-reverse browser's built-in reverse-engineering Agent, with a cheap worker model executing all tooling.

mcp-gads

Enables querying and managing Google Ads campaigns, keywords, assets, and more via natural language, with support for multiple MCP clients.

Proxmox MCP Server

Manages Proxmox VE clusters through the official PVE API with 22 tools for cluster status, VMs/containers, storage, snapshots, and provisioning. Supports stdio or HTTP/StreamableHTTP transports with optional OAuth for Gemini and multi-server configurations.

OpenLore

A frontier knowledge base that’s minimal extensible and agent-native. Built to keep your team’s shared context current and inspectable.

funding-arb

Scans funding rate arbitrage opportunities across perpetual exchanges (Hyperliquid, Binance, Bybit, OKX) and returns cross-venue spreads and annualized yields. Uses x402 micropayments for pay-per-call access.

agent-cost-lens-mcp

Provides cost analysis of AI agent usage by previewing scrubbed metadata before upload and analyzing spend, cache-hit rates, and waste recovery through a local or remote server.

Outscraper MCP Server

A Model Context Protocol server that provides access to Outscraper's data extraction services, implementing 8 tools for extracting data from Google services and domains including Maps, Reviews, Search, and contact information.

CoursePack Local MCP Server

Read-only MCP server that provides Claude Desktop with access to converted Canvas course exports, including Markdown files, reports, and search tools for local course content.

🚀 Model Context Protocol (MCP) Server Python Template 🐍

거울

mcp-ip2location

Enables AI assistants to perform IP geolocation, proxy detection, and domain WHOIS lookups using IP2Location.io and IP2WHOIS data.

PhoneOnCloud MCP Server

Enables AI assistants to remotely control Android devices in the cloud via P2P WebRTC, providing tools for screenshots, touch input, file management, and automation scripts.

Newsbang MCP

Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides access to real-time news intelligence through three essential tools: get_today_top_news,search_news,get_news_deep_report_and_analysis

Test MCP Server

MCP 서버 기능 테스트 저장소

spt-forge-mcp

MCP server for the SP-Tarkov Forge API. Exposes Forge endpoints as MCP tools over stdio, letting LLMs search mods, check updates, resolve dependencies, browse addons, and list SPT versions.

YouTube MCP Server

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Mega Agent MCP

A unified MCP server providing tools for web search, GitHub analysis, document parsing, browser automation, secure code execution, and forum parsing, enabling LLMs to perform a wide range of external tasks through a single backend.

archivist-mcp

A self-hosted MCP server that provides Claude with a git-versioned document vault, featuring dataset-based access control with keys, OAuth authentication via GitHub, and automatic commits on every write.

Colab MCP

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.