发现优秀的 MCP 服务器

@kaminari-ad/mcp

Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.

IMCP - Insecure Model Context Protocol

IMCP - 不安全的模型上下文协议，人工智能安全领域的 DVWA！欢迎来到 IMCP——一个故意存在漏洞的框架，它暴露了人工智能/机器学习系统中 16 个关键的安全弱点。无论您是安全研究人员、开发人员还是教育工作者，IMCP 都是您亲身实践学习真实案例的游乐场。

edu-data-analysis

使用 MCP 服务器演示如何使用教育数据

Luma API MCP

Enables image and video generation using Luma's API, supporting multiple models, aspect ratios, and advanced features like keyframes and style references.

uvxwebsearchmcp

A zero-config web search and fetch MCP server for LLM agents, featuring multi-backend metasearch, persistent rolling cache, and structured error envelopes for retry-friendly interactions.

SetlistMCP

Enables AI assistants to search for and retrieve concert setlists from setlist.fm by artist, city, and date, and to view full setlists with songs, sets, and encores.

Fake Pennylane MCP Server

A fake MCP server that emulates the Pennylane MCP experience for local development, testing, demos, and CI pipelines, providing deterministic fixtures and authentication modes without needing a real Pennylane account.

AI-Powered MCP Server

一个全栈短信助手，集成了 MessageMedia SMS API 和 OpenAI 的 GPT 模型，通过函数调用和上下文记忆，实现 AI 驱动的短信对话和消息管理。

frx-director-mcp

MCP server that lets a high-capability director model drive the firefox-reverse browser's built-in reverse-engineering Agent, with a cheap worker model executing all tooling.

mcp-sports-server

Enables natural-language querying of historical NBA game data from a read-only SQLite database.

SignalSumo MCP Server

Model Context Protocol server for SignalSumo that lets Claude, Cursor, and other MCP-compatible clients read SEO data, run technical audits, research keywords, and check backlink profiles through natural-language tool calls.

funding-arb

Scans funding rate arbitrage opportunities across perpetual exchanges (Hyperliquid, Binance, Bybit, OKX) and returns cross-venue spreads and annualized yields. Uses x402 micropayments for pay-per-call access.

MkDocs Material MCP Server

Enables searching and retrieving documentation from MkDocs Material-powered sites.

mcpo-docker

好的，这是将您提供的英文文本翻译成中文的结果： 一个用于 mcpo 的 Docker 镜像示例。mcpo 是一个工具，可以将 MCP（模型上下文协议）服务器暴露为与 OpenAPI 兼容的 HTTP 端点，以供 OpenWebUI 使用。 Here's a slightly more nuanced translation, depending on the context: **更细致的翻译 (取决于上下文):** * **Option 1 (Emphasis on practical use):** 一个用于 mcpo 的 Docker 镜像示例，它能将 MCP (模型上下文协议) 服务器转换成 OpenAPI 兼容的 HTTP 接口，方便 OpenWebUI 使用。 (This emphasizes the ease of use for OpenWebUI) * **Option 2 (More technical):** 一个 mcpo 的 Docker 镜像示例，用于将 MCP (模型上下文协议) 服务器以 OpenAPI 兼容的 HTTP 端点形式暴露出来，以便与 OpenWebUI 集成。 (This is more technically accurate) The best option depends on the intended audience and the specific purpose of the translation. The first translation is generally more accessible.

claude-memory

A persistent memory MCP server for Claude Code that enables long-term recall across sessions via hybrid search, code intelligence, and tools for reading/writing memory.

my-mcp-server

使用 mcp-framework 构建 AI 工具的原型

mcp-say

TTS MCP 服务器 (TTS MCP fúwùqì)

MetaTrader MCP Server

Enables AI assistants to trade on MetaTrader 5 using natural language, supporting account management, order placement, and real-time market data.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

spt-forge-mcp

MCP server for the SP-Tarkov Forge API. Exposes Forge endpoints as MCP tools over stdio, letting LLMs search mods, check updates, resolve dependencies, browse addons, and list SPT versions.

ui-ux-pro-mcp

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

mcp-ip2location

Enables AI assistants to perform IP geolocation, proxy detection, and domain WHOIS lookups using IP2Location.io and IP2WHOIS data.

Colab MCP

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.

CreatorOS AI

MCP server that enables AI-powered content generation in multiple formats using Google Gemini and Tavily real-time research, accessible via MCP-compatible clients.

trinity-local

Enables running AI councils across Claude, GPT, and Gemini, synthesizing answers based on your personal taste lens, all locally without an API key.

Model Context Protocol Server

一个学习用的代码仓库，用于记录我尝试搭建自己的 Minecraft 多人游戏服务器 (MCP server) 的教程过程。

Markdrop MCP Server

Connects Claude to a Markdrop knowledge base, allowing it to search and retrieve markdown documentation for context-aware development assistance.

arcgis-mckinney

Enables querying and searching City of McKinney GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

Langgraph-MCP Client for Postgresql Example

Okay, here's a translation of "LangGraph implementation interacting with a PostgreSQL MCP Server" into Chinese, along with some considerations for different nuances: **Option 1 (Most Direct and Common):** * **Simplified Chinese:** LangGraph 与 PostgreSQL MCP 服务器交互的实现 * **Traditional Chinese:** LangGraph 與 PostgreSQL MCP 伺服器互動的實作 * **Explanation:** * `LangGraph`: We keep the English name as it's a specific technology. It's common practice to keep technical terms in English, especially if a widely accepted Chinese translation doesn't exist. * `与...交互 (yǔ... jiāohù)`: "Interacting with..." This is a standard and clear way to express interaction. * `PostgreSQL MCP 服务器 (PostgreSQL MCP fúwùqì)`: "PostgreSQL MCP Server". Again, we keep the specific names in English. `服务器 (fúwùqì)` means "server". * `的实现 (de shíxiàn)`: "...'s implementation". This is the standard way to say "implementation of...". * `互動 (hùdòng)` is the traditional Chinese equivalent of `交互 (jiāohù)`. * `實作 (shízuò)` is the traditional Chinese equivalent of `实现 (shíxiàn)`. **Option 2 (More Descriptive, but potentially longer):** * **Simplified Chinese:** 使用 LangGraph 实现与 PostgreSQL MCP 服务器的数据交互 * **Traditional Chinese:** 使用 LangGraph 實現與 PostgreSQL MCP 伺服器的資料互動 * **Explanation:** * `使用...实现 (shǐyòng... shíxiàn)`: "Using... to implement..." * `数据交互 (shùjù jiāohù)`: "Data interaction". This emphasizes that the interaction involves data. * `資料互動 (zīliào hùdòng)` is the traditional Chinese equivalent of `数据交互 (shùjù jiāohù)`. **Option 3 (Focus on Integration):** * **Simplified Chinese:** LangGraph 与 PostgreSQL MCP 服务器的集成实现 * **Traditional Chinese:** LangGraph 與 PostgreSQL MCP 伺服器的整合實作 * **Explanation:** * `集成 (jíchéng)`: "Integration". This emphasizes the act of combining LangGraph and the PostgreSQL MCP server. * `整合 (zhěnghé)` is the traditional Chinese equivalent of `集成 (jíchéng)`. **Which option is best depends on the context:** * **Option 1** is the most straightforward and generally suitable. * **Option 2** is good if you want to explicitly mention data interaction. * **Option 3** is good if you want to emphasize the integration aspect. **Important Considerations:** * **Target Audience:** Who are you writing for? If it's a highly technical audience, keeping the English terms is fine. If it's a more general audience, you might consider providing brief explanations of LangGraph and MCP. * **Consistency:** If you're using this phrase in a larger document, be consistent with your terminology. * **MCP:** What does "MCP" stand for? If you know the full name, you could translate that part as well, but only if it's a well-known term in Chinese. Otherwise, keep it as "MCP". I recommend using **Option 1** unless you have a specific reason to choose one of the others. It's clear, concise, and uses standard terminology. Remember to choose the Simplified or Traditional Chinese version based on your target audience.