Discover Awesome MCP Servers

StyleTrace

Analyzes website references, images, screenshots, and HTML snippets to produce a design brief with style constraints, and reviews generated HTML against those constraints.

Google Forms MCP Server

自然言語コマンドを通じて、フォームの作成、質問の追加、回答の取得を行うために、Google Forms APIとのインタラクションを可能にします。

Sophos XGS MCP Server

A read-only MCP server that provides 60+ tools to query Sophos XGS firewall configurations via the XML API, covering firewall rules, NAT, VPN, web filtering, and more.

GitHub Universal MCP Server

Provides a standardized interface for interacting with GitHub's tools and services through the Model Context Protocol, enabling unified API access and compatibility with MCP-compliant tools.

gribs_mcp

MCP server for gribs.net, the Grünen-intern platform, providing read-only access to search and browse Antragsbörse posts and fetch recent public posts, with source URLs and timestamps for traceability.

MCP Swagger Server

Swagger/OpenAPIドキュメントへのアクセスを提供し、仕様に基づいてAPIリクエストを実行できるMCPサーバー。

starlog-mcp

STARLOG is a documentation workflow MCP server for Claude Code that manages project rules, debug diaries with GitHub issue integration, and session tracking for context continuity.

Test_aaa MCP Server

Auto-generated MCP server wrapping a Petstore API, providing tools for managing pets, store inventory, orders, and users via natural language or MCP clients.

JeffersonStats

Enables comprehensive statistical analysis including descriptive statistics, hypothesis testing, regression, and more via a FastMCP-based API.

mcp-google-search-console-crunchtools

Secure MCP server for Google Search Console. Query search analytics (clicks, impressions, CTR, position), manage sitemaps, inspect URL indexing status, and manage site properties.

Calculator MCP Server

TypeScript を使用した包括的な計算機 MCP サーバー

Traffic Director MCP Server

An MCP server that enables interaction with Google's Traffic Director API, allowing users to manage global load balancing services through natural language.

Google OAuth2 API Server

An MCP server that enables authentication and authorization with Google's OAuth2 API, allowing users to securely authenticate and access Google services through natural language interactions.

Research Intelligence MCP

A unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.

scrapingdog

Wraps Scrapingdog, a proxy-based web scraping service, enabling AI agents to scrape web pages through a simple MCP interface.

Crypto News MCP Server

AIエージェント向けに、NewsDataから収集したリアルタイムの暗号通貨ニュースを提供するMCPサーバー。

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

Skill Vision Control (SVC)

A version management server for MCP skills that enables automated update detection, parallel version testing, and smart merging of custom modifications with official updates. It allows users to safely switch, rollback, and manage local skill versions through a standardized suite of MCP tools.

Intervals.icu MCP Server

Claudeを Intervals.icu API に接続して、アクティビティ、ワークアウト、健康指標、トレーニングイベントなどのフィットネスデータを取得します。

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

codebugs

Persistent code finding, requirements, and release tracker for AI assistants. Enables durable memory for code review findings, requirements, dependency blockers, parallel-agent coordination, and release milestones with minimal token overhead.

cadgang

Block-based implicit modeling CAD with a REST API, WebSocket updates, and an MCP server that enables Claude Code to build models, inspect geometry, render previews, and export STLs.

superlenz

Automates high-credibility research with multi-source search and 10+ rounds of cross-verification.

FL Studio MCP Server

Enables AI assistants to control FL Studio on Windows through a local MCP server without cloud dependencies. Bridges MCP clients to FL Studio's Python scripting environment via file-based IPC for project management, transport control, and UI workflow automation.

Weather & Climate Intelligence MCP

Provides weather and climate intelligence for AI agents, including current conditions, forecasts, historical data, severe-weather alerts, agricultural outlook, and travel conditions via free and paid tools.

Remote MCP Server (Authless)

A remote MCP server deployable on Cloudflare Workers without authentication, enabling custom tool definitions and connections via SSE to clients like Cloudflare AI Playground or Claude Desktop.

Primp MCP Server

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

Elasticsearch/OpenSearch MCP Server

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.