发现优秀的 MCP 服务器

Remote MCP Server

Deploy a remote MCP server on Cloudflare Workers without authentication, allowing you to create custom tools accessible via SSE.

ThreadMine MCP Server

Enables analysis of JVM thread dumps to detect deadlocks, CPU spikes, pool exhaustion, and virtual thread pinning, returning a health score and interactive report link.

Hybris MCP Server

Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to manage products, orders, and system configurations. It supports advanced operations like FlexibleSearch queries, Groovy script execution, and ImpEx data management.

slack-mcp

Enables AI assistants to interact with Slack workspaces, providing tools for reading messages, posting content, managing channels, and more.

Mnemoforge

Provides operational continuity for AI coding agents, preserving task state, decisions, checkpoints, and project context across sessions and model switches via MCP.

Supabase MCP HTTP Stream Server

Docker-deployable server that enables interaction with Supabase databases via HTTP streaming, allowing n8n workflows, AI agents, and automation tools to execute SQL queries, manage database migrations, deploy edge functions, and search documentation.

Google Calendar MCP Server

Enables AI assistants to manage Google Calendar events, check availability, and handle scheduling tasks through natural language.

Ensembl MCP Server

Provides access to the Ensembl genomics REST API with 30+ tools for genomic data including gene lookup, sequence retrieval, genetic variants, cross-species homology, phenotypes, and regulatory features.

mcp-redis-monitor

FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts

clipboard-image

Enables Claude Code to paste images from the system clipboard for instant analysis and processing.

OrchestrateKit MCP

Enables Cursor and Claude Desktop to design production-ready AI workflows by exposing a structured registry of components, edges, stacks, routes, and playbooks, with capabilities for goal matching, route composition, and confidence scoring.

fintaro-mcp

Enables MCP-capable agents to read Fintaro invoices and transactions, and upload receipts, via a scoped API key with PII-safe projections.

Jina AI Remote MCP Server

Provides access to Jina AI's suite of tools including web search, URL reading, image search, embeddings, and reranking capabilities. Enables users to extract web content as markdown, search academic papers, capture screenshots, and perform semantic operations through natural language.

Store Screenshot Generator MCP

Generates beautiful App Store and Play Store screenshots by inserting app images into iPhone/iPad mockup frames with customizable text overlays and gradient backgrounds. Supports multiple device types and batch generation with both free and pro subscription tiers.

Cakemail API MCP Server

Enables AI assistants to browse, inspect, and call the Cakemail API via dynamically loaded OpenAPI spec.

nuclei_mcp

Enables Claude Desktop to run real vulnerability scans using Nuclei through natural language commands.

mcp-random

MCP server providing true randomness capabilities to Claude, enabling cryptographically secure random number generation for games, decision-making, sampling, simulations, and any operation requiring genuine randomness.

YouTube Content Management MCP Server

Enables AI assistants to search YouTube for videos, channels, and playlists while retrieving detailed analytics and metrics through the YouTube Data API v3. Supports advanced filtering options and provides comprehensive statistics for content discovery and analysis.

headroom

MCP server that provides real-time rate-limit and context budget awareness to Claude Code, enabling it to plan tasks that fit within its constraints and defer work when needed.

Figma Universal MCP Server

Enables interaction with Figma tools and services through a standardized MCP interface.

Personal DB MCP Server

Provides structured personal data (skills, experiences, values) as context to AI services, enabling personalized outputs across different AI applications.

Afro.tools MCP Server

Provides AI agents with structured, verified specs for African APIs like Wave and Paycard, enabling automatic integration code generation without manual documentation parsing.

Attio MCP Server

Provides tools to interact with the Attio API, enabling management of resources in an Attio workspace.

JXA Mail MCP

A high-performance MCP server for Apple Mail that uses optimized JavaScript for Automation (JXA) to search and manage emails. It enables users to list accounts, fetch mailboxes, and retrieve today's, unread, or flagged messages with significantly improved speed through batch property fetching.

weixin-devtools-mcp

Enables automated testing of WeChat mini-programs via Model Context Protocol, providing tools for connecting to WeChat Developer Tools, querying and interacting with page elements, making assertions, navigating, and debugging.

python-base-mcp-server

一个用于快速引导基于 Python 的 MCP 服务器的 Cookiecutter 模板。

Math Solver AI MCP

Math Solver AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Paperboy

Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can send documents to their Kindle directly from Claude or any MCP client.

jira-mcp

A Model Context Protocol (MCP) server that provides tools for interacting with Jira. Enables Cursor and other MCP clients to fetch tickets, manage linked tickets, and update ticket status.

mcp_server_demo

用于测试 MCP 服务器的仓库 (Yòng yú cèshì MCP fúwùqì de cāngkù)