发现优秀的 MCP 服务器

TBC Guidelines Automation System

Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.

Bond MCP Server

Enables AI assistants to control Bond Bridge smart home devices including ceiling fans, motorized shades, dimmable lights, and other RF-controlled devices. Provides comprehensive device management and control capabilities through the Bond Local API.

PyTorch HUD MCP Server

通过 MCP 接口提供对 PyTorch CI/CD 分析数据的访问，包括工作流、作业、测试运行和日志分析。

OpenMembrane

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

mcp-it-ops

Exposes homelab and IT-ops tools to Claude, including system health monitoring, Grafana alert states, Docker container status, Loki logs, SMART disk health, and more.

LLDB-MCP

一个用于 LLDB 的 MCP 服务器，允许对原生应用程序进行自动分析、调试和反汇编。

MySQL MCP Server

Enables AI assistants to securely interact with MySQL databases through tools for query execution, schema inspection, and transaction management. It features built-in safety controls like row limits and query validation to ensure safe and standardized database access.

URL Reputation and Validity Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

PyApple MCP Tools

Provides seamless integration with macOS native applications including Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps, enabling natural language control and automation of Apple ecosystem apps.

wspr-mcp

Enables querying WSPR beacon data including live spots, band activity, top beacons, propagation paths, and SNR trends through any MCP-compatible AI assistant.

gemini_mcp

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

Slack Search MCP Server

一个 MCP 服务器，使 LLM 能够访问 Slack 的搜索功能，从而从 Slack 工作区检索用户、频道、消息和线程回复。

FedRAMP Docs MCP Server

Enables querying and analysis of FedRAMP documentation, compliance requirements, and security controls through structured tools that search markdown guidance, analyze FRMR datasets, and track regulatory changes.

Roblox MCP Server

Enables real-time friend presence tracking and seamless game joining in Roblox.

office-document-mcp-server

Provides tools to extract, convert, and generate Microsoft Office documents (Word, Excel, PowerPoint) via the Model Context Protocol, with support for reading, editing, and auditing document content.

MCP Server Template (Python)

A minimal, well-structured starter template for building Model Context Protocol (MCP) servers using Python and the FastMCP framework. It includes boilerplate for tools, testing setup, and modern Python packaging to accelerate server development.

Local Search MCP Server

Enables semantic search across indexed documents using vector embeddings. Index GitHub repositories and URLs to perform natural language queries with AI-enhanced contextual results.

JIRA MCP Server

Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.

gateonai-mcp-server

Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare tools head-to-head, and find GDPR-compliant or EU-hosted AI solutions — powered by GateOnAI, Europe's AI Workflow Intelligence Platform.

Flint Note

An agent-first note-taking system that provides AI-guided creation and organization of structured markdown notes with customizable note types, multi-vault support, and intelligent metadata schemas. Enables natural conversation-based knowledge management with local file storage and cross-vault operations.

ucco-mcp

Enables querying live, structured, authoritative data about the UCCO standard and foundation via MCP, including standard info, pioneer stats, board members, and protocol stack.

Tilde x402 MCP Server

Enables AI agents to discover and pay for x402-enabled services using natural language, with multi-chain support for Solana and EVM payments.

Q-SYS MCP Server

Enables control and monitoring of Q-SYS audio/video systems through WebSocket connection. Provides tools for discovering components, reading/setting control values, and managing system status with built-in protection for critical controls.

jsonplaceholder-mcp

An MCP server that provides tools to interact with the JSONPlaceholder fake REST API for testing and prototyping, supporting CRUD operations on posts, comments, todos, and users.

ts-mcp-meta

Aggregates tools from multiple MCP servers, generates TypeScript definitions, and executes custom TypeScript scripts to orchestrate cross-server tool calls.

Discord MCP

Enables AI assistants to interact with Discord servers, including listing servers/channels, sending messages, and managing reaction-based opt-in campaigns.

instagram

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile API.

Web Search MCP Server

无需 API 密钥，即可使用 Google 搜索结果进行免费网络搜索，并返回包含标题、URL 和描述的结构化结果。

MCP Workspace Server

Provides secure, sandboxed file system access for AI assistants to read, write, and manage project files with controlled command execution capabilities, all confined to a designated workspace directory.

HubSpot Email MCP Server

Enables management of HubSpot marketing emails from Claude Desktop, including listing, viewing, creating drafts, and updating emails through the HubSpot Marketing Email API.