Discover Awesome MCP Servers

Model Context Protocol Server

一个学习用的代码仓库，用于记录我尝试搭建自己的 Minecraft 多人游戏服务器 (MCP server) 的教程过程。

arcgis-mckinney

Enables querying and searching City of McKinney GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

The Mine Works MCP servers

Seven remote MCP servers exposing 51 published Apify scrapers as agent tools: company diligence, social listening, recruiting, real estate, lead generation, e-commerce and academic research. Billed per result, and a call that returns nothing is never charged.

RepoWeaver

MCP server that builds a local code intelligence layer, letting AI agents explore call graphs, blast radius, and source slices via a single tool without external APIs.

blastradius

Analyzes npm dependency upgrades to reveal which files and functions in your codebase break, with confidence tiers and transitive call chain tracing.

swiftadopt-mcp

An MCP server that helps developers migrate Swift projects to Apple's 2026 platforms by adopting new frameworks and best practices from WWDC 2026.

mcp-data-explorer

Allows LLMs to explore CSV datasets through statistics without loading raw data, offering tools for dataset inspection, column description, and filtered queries while enforcing safety by restricting file access to a specified directory.

AIE7-hw13-mcp

MCP server using Tavily API for web search, enabling web search queries via stdio transport.

book-recommendations

Enables AI agents to get book recommendations by topic or mood, discover serendipitous blind-date picks from first sentences, and access free public-domain classics with read-now availability, all with no API keys required.

MetaTrader MCP Server

Enables AI assistants to trade on MetaTrader 5 using natural language, supporting account management, order placement, and real-time market data.

pilot-mcp

An MCP server that gives agents access to a network of 435 specialist agents and peer-to-peer A2A messaging, enabling keyless, real-time data queries and direct communication with other agents.

JedSearch MCP Server

Enables web search and page content extraction with JavaScript rendering via Playwright, with HTTP fallback and retry logic.

Notion MCP Server

一个模型上下文协议服务器，可以将像 Claude 这样的人工智能助手连接到 Notion 工作区，使它们能够查看、搜索、创建和更新 Notion 数据库、页面和内容块。

mcp-icon

A Model Context Protocol (MCP) server for semantic SVG icon search. Generate infographic SVG icons by keyword — over 100,000 icons with semantic search support.

Hashnode MCP Server v2.0

Enables AI assistants to publish, update, and manage Hashnode blog articles, with support for tags, cover images, and publication management.

aqc-mcp

MCP server that provides tools to query 17+ astronomical databases (e.g., SIMBAD, VizieR, Gaia) via HTTP/TAP APIs, enabling AI applications to access astronomical data through natural language.

Jokes MCP Server

Enables users to fetch various types of jokes including Chuck Norris and Dad jokes through an MCP server that integrates with Microsoft Copilot Studio and GitHub Copilot.

mcp-sports-server

Enables natural-language querying of historical NBA game data from a read-only SQLite database.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

DuckDuckGo MCP Agent

A minimal, production-ready MCP server enabling LLMs to perform web searches via DuckDuckGo without API keys, supporting SSE streaming and LM Studio compatibility.

QA MCP Server

An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, and Webex into a unified interface for QA engineers.

mcp-for-spotlight

An MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.

free-etf-flows-mcp

Model Context Protocol (MCP) server providing real-time institutional Spot Bitcoin (BTC) and Ethereum (ETH) daily net flow metrics for AI agents.

pbirb-mcp

An MCP server for editing Power BI Report Builder paginated reports (.rdl) through Claude, providing tools for datasets, tablixes, page setup, styling, and more.

ui-ux-pro-mcp

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

CENDOJ Sentencias MCP Server

Enables searching and downloading Spanish court rulings from the CENDOJ database, with automatic captcha resolution via Claude's vision, returning PDFs, full text, ECLI, and metadata.

spectra-mcp

An MCP server that provides LLMs with a fingerprint-randomized Firefox browser for web browsing, clicking, typing, and taking screenshots, using invisible_playwright.

N-central MCP Server

Exposes N-able N-central REST API as MCP tools for managing devices, organizations, users, and more, with support for read-only, write, and full write modes.

Capacities MCP Server

Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.

Prefeitura SC Itajaí: Certidão Negativa de Débitos

Read-only MCP server to query the official negative debt certificate (Certidão Negativa de Débitos) from Itajaí city hall in Santa Catarina, Brazil.