Discover Awesome MCP Servers

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

ContextGC

基于AST解析的上下文智能压缩MCP服务器，通过提取代码骨架和按需展开函数，节省70-90% token，并支持渐进式上下文加载。

wcagc-mcp

WCAG-Compliance/wcagc-mcp lets an assistant run real axe-core accessibility scans through the user's own wcagc account, rather than guessing accessibility from markup it can see. Tools cover a single URL or PDF, a full-site crawl, saved multi-step journeys, and violation trends.

BCB Meios de Pagamento MCP

Provides access to Brazilian Central Bank open data on payment methods, including PIX, card transactions, and more, through natural language queries.

Model Context Protocol for Unreal Engine

Cursor、Windsurf、Claude DesktopなどのAIアシスタントクライアントが、Model Context Protocol（MCP）を使用して自然言語でUnreal Engineを制御できるようにします。

Cochrane Meta-Analysis MCP Server

Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis, forest plots, publication bias assessment, and report generation.

twitter-mcp

Enables AI assistants to interact with Twitter/X using session cookies. Supports posting, searching, managing tweets, viewing trends, and user profiles.

galaxy-maps-mcp

Enables validation, saving, publishing, and inspection of Galaxy Maps courses from local JSON files via Firebase integration.

Demo MCP Server

A demonstration MCP server built with FastMCP that provides basic mathematical operations (addition and multiplication) and personalized greeting generation tools with multiple style options.

Google Docs + Gmail MCP Server

Integrates with Google Docs and Gmail to append content and create drafts, with human approval gating.

electron-mcp-server

Enables AI coding tools to interact with Electron applications for automated testing, including app lifecycle, element interaction, and visual testing.

evm-agent-toolkit

An MCP server that gives autonomous coding agents deterministic, schema-validated tools for EVM smart contract development — security scanning, gas profiling, compiler diagnostics, and transaction simulation.

Azure Data Explorer MCP Server

鏡 (Kagami)

Weather MCP Server

Provides weather information tools including US state weather alerts and location-based forecasts using latitude and longitude coordinates.

LLM Jukebox

Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.

graphql-mcp-server

Automatically generates MCP tools from any GraphQL API by introspecting its schema, supporting queries, mutations, and authentication.

YNAB MCP Server

Enables users to manage budgets, accounts, categories, and transactions on You Need A Budget (YNAB) through Claude. It supports both core daily budget management and extended operations like bulk transaction creation and historical trend analysis.

swarmskills

A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 tools for discovering, installing, enabling, and syncing skills in mid-session.

EarSay MCP

Provides voice transcription control and polling for MCP-compatible agents, enabling start/stop/pause/resume and retrieval of new text via tools.

Playwright MCP Server

Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.

GitHub MCP Server

Enables comprehensive interaction with GitHub repositories, including code management, issues, pull requests, and full GitHub Actions workflow control with triggering, monitoring, and artifact management capabilities.

thetadata-mcp

MCP server that wraps the Theta Data API to provide AI assistants with real-time and historic stock, options, and index data, including OHLC, trades, quotes, Greeks, and more.

DNS MCP Server

A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC checks, as well as advanced tools like WHOIS-style lookup and DNS delegation tracing.

zh-dict-mcp

Provides Chinese figurative language lookup backed by CC-CEDICT, helping to verify whether a word or phrase has recorded figurative usage or is a one-off creative expression.

OpenManager Vibe V4 MCP Server

A natural language-based server analysis and monitoring system that automatically processes user queries about server status and provides detailed responses with visualizations.

envious-canvas

An MCP server that turns Claude into a full image production studio, enabling creation, editing, resizing, and brand-consistent asset generation across multiple platforms.

Ramp MCP Server

A Model Context Protocol server that enables LLMs to interact with Ramp's financial data by retrieving, analyzing, and running tasks through Ramp's Developer API, using an in-memory SQLite database to overcome token limitations.

H1B Sponsor MCP

Read-only MCP server for querying H-1B sponsoring employers from the USCIS dataset, providing tools to search employers, get year-by-year approvals, top sponsors, and trends across FY2009-2026.

Zoom Search

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.