发现优秀的 MCP 服务器

safeselect

Provides fail-closed, read-only PostgreSQL and MongoDB access for AI agents via MCP, enabling structured data inspection and bounded queries without mutation capabilities.

sonic-boom

Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that vision-capable AI models can read to bypass token limits for codebase-scale audits.

Weather MCP Server

Enables users to get weather alerts and forecasts through natural language interactions. Provides real-time weather information and alert notifications via MCP tools.

Quarkus Model Context Protocol (MCP) Server

镜子 (jìng zi)

PR MCP Builder

Enables AI programs to search and retrieve approved public regulations with citations, supporting PDF, HWP, HWPX, and DOCX formats.

Cakto

Enables natural language, read-only access to your Cakto payment gateway data, including orders, revenue analytics, subscriptions, churn, customers, and products.

Lemma Oracle MCP Server

Enables AI agents to query cryptographically verified facts with zero-knowledge proofs, selective disclosure, and tamper-evident provenance.

jira-mcp

Self-hosted MCP server for Jira Cloud that mirrors the Atlassian Rovo MCP Server, enabling Jira issue management, JQL search, and workflow transitions via natural language.

Allyson MCP Server

AI-powered animation generator that transforms static images into animated SVG components using the Model Context Protocol, allowing users to create animations through natural language prompts.

Obsidian MCP Server

Enables AI assistants to search, read, and analyze Obsidian notes via the Local REST API.

minecraft_mcp

A local MCP server that lets AI coding agents compile, run, and test Paper Minecraft plugins on a disposable Paper runtime, with restricted test actions and verifiable failure reports.

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

Tunova

Generate music with Suno (v5.5) from any MCP client — async, and billed only on successful renders (a failed render auto-refunds). Hosted Streamable-HTTP server; tools generate_song / wait_for_song / check_song.

MSSQL MCP Server

An MCP server that enables connection to Microsoft SQL Server databases, providing tools for schema inspection and querying through standardized interfaces.

CCXT MCP Server

A Model Context Protocol server that enables LLMs to interact with cryptocurrency exchanges through CCXT, allowing for tasks like fetching balances, market data, creating orders, and trading operations in a standardized way.

Office 365 Email MCP

Enables AI agents to send emails via Microsoft 365/Office 365 using app-only authentication and Microsoft Graph API, supporting HTML content, attachments, and CC/BCC.

o365-Admin MCP

A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execute Graph and Power Platform API calls, enabling administrative tasks via natural language.

OmniFocus MCP Server

A Model Context Protocol server that integrates OmniFocus with Claude Desktop, providing AI-powered access to tasks and projects for enhanced task management and weekly reviews.

optiqra-mcp

Exposes OptiQra's full SEO/GEO/AEO audit and AI-fix/insight tools as MCP tools for AI clients like Claude, Cursor, and Windsurf. Use natural language to crawl URLs, analyze performance/a11y/security, and generate AI-driven fixes and strategy insights.

codecov-mcp-server

MCP server for Codecov that provides tools to get commit coverage totals and prompts to suggest tests to write.

Google Sheets MCP

一个模型上下文协议 (MCP) 连接器，允许 AI 代理直接与 Google Sheets 交互，从而能够通过自然语言创建、读取和修改电子表格。

gopher-mcp

An MCP server that speaks the Gopher protocol, enabling AI to browse gopherspace, read text files, and search via Veronica-2.

solidtime-mcp-server

MCP server for SolidTime — the open-source time tracking app. Enables start/stop timers, manage time entries, projects, clients, tags, and tasks directly from MCP-compatible clients.

MCP for Stock Market Analysis

A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

Garmin MCP Server

Connects to Garmin Connect and exposes fitness and health data (activities, steps, heart rate, sleep, body composition) to MCP-compatible clients like Claude.

ssl-checker

Enables AI agents to check SSL/TLS certificate validity, expiry, issuer, chain details, and security grade for any domain via pay-per-call x402 micropayments.

MCP Compatible Server

A dual-protocol MCP server that supports both modern Streamable HTTP and legacy HTTP+SSE protocols, providing backward compatibility for clients while offering advanced features like session resumability.

mcp_servers

模型上下文协议服务器 (Móxíng shàngxiàwén xiéyì fúwùqì)

Tencent Ad MCP Server

Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI assistants to directly manage ads, creatives, reports, and more via natural language.

BigQuery & Tavily FastAPI MCP

BigQuery 和网页搜索 API + MCP 服务器 (This translates to a general description of the components mentioned. Depending on the context, a more specific translation might be needed. For example, if you're talking about *using* these together, the translation might be different.)