发现优秀的 MCP 服务器

diffgrab

Enables tracking web page changes, detecting content modifications with structured diffs and snapshot history through MCP tools.

ASG Card

Virtual MasterCards for AI agents. Issue and manage cards via MCP.

zerodha-claude-mcp

Enables AI models to interact with the Zerodha trading platform for portfolio management, trading, and account operations through natural language.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

retroachievements-mcp

Enables querying and managing RetroAchievements data, including user profiles, achievements, game info, and site rankings through natural language.

Personal Agent MCP

A remote MCP server running on Cloudflare Workers, currently exposing a test tool that echoes messages and returns server metadata.

pixel-mcp

An MCP server that enables AI coding agents to create pixel art programmatically by providing canvas manipulation tools and PNG export.

writ-mcp

Connects MCP clients to Writ, turning saved browser workflows into callable tools. Allows running workflows, retrieving data, scheduling, and more.

poly-git-mcp

Unified MCP server for Git forge management across GitHub, GitLab, Gitea, and Bitbucket, enabling repository, issue, PR, and CI/CD operations via CLI tools and APIs.

Registradores (ARISP) Matrícula: Lista de Pedidos

Enables querying official Brazilian registry records (ARISP) for lista de pedidos (list of requests) using a read-only MCP tool, with prepaid credit payment.

Wilma MCP Server

An MCP server for the Wilma school communication platform, enabling AI assistants to view schedules, read and send messages, and manage inbox.

storeshots-mcp

An MCP server that turns raw app screenshots into polished, pixel-perfect store listing visuals with device frames, benefit-driven headlines, brand colors, and exact store dimensions for iOS and Android.

Nagoya Bus MCP

Provides access to Nagoya bus system information and schedules. Enables users to query bus routes, stops, and real-time transit data for Nagoya's public transportation network.

FastMCP Calculator Server

A Model Context Protocol server providing calculator tools (add, subtract, multiply, divide, etc.) with optional JWT or Google OAuth authentication.

JobSpy MCP Server

Enables job search and scraping across multiple job boards (LinkedIn, Indeed, Glassdoor, etc.) with advanced filtering, directly from Claude Desktop or other MCP clients.

WhatsHot

WhatsHot MCP server aggregates trending hotlists, real-time news flashes, gold prices, and RSS feeds from 330+ sources, offering read-only tools to list sources, fetch current data, and query historical search and trend data via DuckDB.

upgrade-pilot-mcp

Enables AI agents to safely upgrade JavaScript and TypeScript projects through dependency analysis, upgrade path detection, breaking change identification, codemod application, and PR summary generation.

nbmcp

Enables building lightweight MCP servers where Rust handles transport, routing, and schema validation while Python defines tool behavior using type hints, with support for stdio and HTTP transports.

mcp-searxng

Integrates SearXNG API to give AI assistants web search and URL reading capabilities.

weather-mcp-server

Provides current weather, forecasts, trend predictions, and personalized recommendations for any location using the Open-Meteo API.

Servicialo

Open protocol for AI-agent coordination of professional services. Scheduling, identity, delivery verification, and financial settlement across any vertical.

uptrack-mcp

MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents like Claude, ChatGPT, and Cursor.

Agentpool

A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.

MCP Memory Server

An MCP server that gives Claude persistent memory by storing conversation context, entities, and enabling semantic search across sessions.

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

Xray MCP Server

Enables vulnerability scanning of web applications using the xray security scanner. Provides URL scanning capabilities with configurable crawlers, plugins, and POCs to detect security vulnerabilities through natural language interactions.

dsview-mcp

Local MCP server for building an agent-facing integration around DreamSourceLab DSView. Enables native logic capture, protocol decode, and analysis with artifact management for I2C, SPI, and UART.

Sovereign Universal Memory MCP

Provides a persistent, vendor-neutral memory layer that allows AI tools and agents to share context and knowledge across different platforms while maintaining local data ownership. It enables users to store, recall, and manage structured memories through hybrid semantic search and automated context assembly.

repo-atlas-mcp

Provides a graph-based code analysis to coding agents, enabling tools to trace call dependencies, assess change impact, and identify hotspots using tree-sitter and Neo4j.