发现优秀的 MCP 服务器

Jupyter Collaboration MCP Server

Enables AI agents to interact with collaborative Jupyter notebooks and documents in real-time, supporting notebook operations, document editing, user awareness tracking, and session management through Jupyter's RTC capabilities.

RemoteBridge

A safe, configurable MCP server enabling AI agents to sync, deploy, diagnose, and compare remote servers via structured tools like rsync and SSH.

MCP Server for Oracle

Enables secure access to Oracle databases with fine-grained access control, supporting multiple databases simultaneously with configurable access modes (readonly/readwrite/full) and table-level permissions for safe query execution and data management.

playlist-agent

Enables natural-language creation, management, and optimization of Spotify playlists via MCP tools like search, generate, analyze, and recommend.

Twosplit MCP Server

一个 MCP 服务器，它利用多个 Claude 实例，通过将相同的提示发送到两个独立的实例，并使用第三个实例来组合或选择最佳元素，从而提供增强的响应。

MATLAB MCP Server

A powerful MCP server that integrates MATLAB with AI, allowing you to execute MATLAB code, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation directly through your AI assistant.

mcp-wp

完全掌控您的 WordPress 网站

international-jobs-mcp

Enables searching and retrieving UN, NGO, and international organization job postings via the ReliefWeb API.

azkena

An MCP server that exposes Basque pelota competition data as tools, enabling AI assistants to query competitions, clubs, results, and more via natural language.

justdrop-mcp

Enables AI agents to send and receive files securely via JustDrop, with end-to-end encryption, QR codes, and no server-side storage.

mysql-explorer

Enables Claude to interact with a MySQL database by automatically discovering its schema and retrieving full table data for analysis.

Vivado MCP Server

Lets LLM clients control a persistent AMD/Xilinx Vivado TCL session on Windows, avoiding repeated startup cost with native process handling.

alphaassay/mcp

Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe, out-of-sample, leakage forensics — and returns signed pass/fail verdicts anyone can verify. Methodology audits, not investment advice.

iOS simulators MCP

一个 MCP 服务器，它使大型语言模型能够通过自然语言命令与 iOS 模拟器进行交互。

Website Auditor MCP

Provides AI-visibility scoring and site auditing capabilities for websites, enabling agents to check how sites appear in AI engines like ChatGPT and Perplexity, run full SEO/security audits, and monitor changes over time.

mcp-task-runner

An MCP server that lets an AI assistant run and schedule shell tasks safely with allow/deny lists and timeout enforcement.

x402-mcp

MCP server bringing 100+ x402-paid APIs to AI agents (Claude, Cursor, MCP-aware clients). Auto-discovers tools from CDP Bazaar; handles USDC micropayments on Base.

TheCrawler

Open-source web scraper and extraction MCP server with JavaScript rendering, markdown output, PDF/DOCX parsing, structured errors, and validated extraction contract diagnostics for agents.

remedify

MCP server that provides deterministic remediation plans from vulnerability scan data (Trivy, Grype, Sysdig) via tools to generate plans from scan content or fetch live from Sysdig API, enabling AI agents to produce concrete, distro-aware fix commands.

neon3-mcp

Enables AI assistants to author, validate, inspect, and submit Neon3 NUI Flow interfaces through the Neon3 runtime, while managing app projects and diagnosing service state.

MCPRules - Programming Guidelines Management Server

一个强大的模型上下文协议（MCP）服务器，用于管理和提供编程指南和规则。该服务器与开发工具集成，以在整个项目中提供一致的编码标准。

Pipelex MCP Server

Enables AI agents to build and execute Pipelex pipelines on-the-fly from natural language descriptions.

avemguvern

Provides read-only access to the current government status of Romania via the get_government_status tool.

mcp-rag

Enables semantic search and question answering over a knowledge base using hybrid retrieval and grounded answers, all running offline with no API keys.

SWMF MCP Server

SWMF MCP Server enables AI agents to work with the Space Weather Modeling Framework (SWMF) through tools for context, evidence, artifact inspection, and comparison. It includes task-specific skills for explanation, configuration, building, running, debugging, and analysis.

Julia Documentation MCP Server

该服务器通过 Claude Desktop 方便用户访问 Julia 文档和源代码，允许用户检索关于 Julia 包、模块、类型、函数和方法的信息。

Slack Note Capture MCP Server

Enables two-way communication between Claude and Slack for posting messages, managing threads, and handling files. It specifically supports asynchronous workflows by allowing Claude to poll for remote user replies and send task notifications.

mcp-chrome-scalemaker

Enables AI assistants to control Chrome via MCP with automatic site permissions, force reconnect, and diagnostics. Uses stdio native messaging for reliable browsing automation.

SEFAZ PR: Guia de IPVA

MCP server for consulting IPVA (vehicle tax) information from the official Paraná state tax agency (SEFAZ PR), enabling read-only queries through any MCP-compatible client with prepaid per-use credits.