发现优秀的 MCP 服务器

FastAPI MCP SSE

使用 FastAPI 框架实现的服务器发送事件 (Server-Sent Events, SSE)，集成了模型上下文协议 (Model Context Protocol, MCP)，允许 AI 模型访问外部工具和数据源，例如天气信息。

pontal-mcp

Remote MCP server exposing Monday.com tools for leads and work namespaces via streamable HTTP, enabling Claude agents to list leads/jobs and get updates.

LatentContext MCP Server

A session-scoped memory layer for LLMs that enables AI assistants to explicitly store and retrieve notes, decisions, and context within a single conversation, ensuring focus without cross-session data contamination.

aws-safe-mcp

A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.

BundlerMCP

Enables agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

git-mcp

Enables AI agents to perform full Git operations including branching, committing, pushing, stashing, rebasing, and more, with safety features and support for advanced workflows like Git Flow and LFS.

HubSpot RevOps MCP Server

A read-only MCP server that connects to HubSpot to audit CRM data, diagnose RevOps maturity, identify at-risk deals, and provide step-by-step guidance for fixing issues.

Yapi MCP Server

YAPI MCP 服务器

Luma MCP

Multi-model vision understanding MCP server that provides unified image analysis for AI assistants without native vision, supporting models like GLM-4.6V, DeepSeek-OCR, Qwen3-VL-Flash, and more.

Unity MCP Server

Enables AI agents to query and control the Unity Editor, supporting scene management, GameObject manipulation, asset browsing, play mode control, and real-time editor operations through 52+ tools.

Wireshark MCP

Enables LLMs to capture, analyze, and summarize network traffic using Wireshark CLI tools, supporting live capture, pcap analysis, and LLM-oriented summaries.

mcp-stockfish

A Model Context Protocol server that lets your AI talk to Stockfish. Because apparently we needed to make chess engines even more accessible to our silicon overlords.

FindRepo MCP Server

一个用于分析代码仓库的 MCP 服务器应用程序。

Treasure Data MCP Server

An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.

MCP Riot Server

A community-developed Model Context Protocol server that integrates with the Riot Games API to provide League of Legends data, enabling AI assistants to retrieve player information, ranked stats, champion mastery, and match summaries through natural language queries.

remote-mcp-google-chat-server

A remote MCP server for Google Chat, deployed on Cloudflare Workers without authentication, enabling tool execution via MCP protocol.

Company MCP Server - Google Workspace Integration

Enables Claude to interact with Google Workspace services including Gmail, Drive, Sheets, Docs, and Calendar. Provides comprehensive tools for reading, creating, and managing emails, files, spreadsheets, documents, and calendar events with built-in safety controls and audit logging.

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

AWS Terraform MCP Server

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

MCP Server

MCP服务器集成了来自 Youtube-Summarizer 的 API 作为 MCP 协议中的工具，从而允许通过自然语言查询进行本地 AI 应用交互和工具利用。

AACT Clinical Trials MCP Server

Provides AI assistants with direct query access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, allowing structured retrieval and analysis of clinical trial data.

postgres-mcp-server

A read-only MCP server for PostgreSQL. Connect any MCP-compatible AI agent to your PostgreSQL server and explore databases, schemas, tables, and run SELECT queries through natural language. Built with .NET 10.

AWS Amplify Documentation MCP Server

Enables searching AWS Amplify documentation using natural language queries with advanced search syntax, smart ranking, and generation selection.

DeepSeek Reasoner MCP

There isn't enough information to provide a translation. "Enhanced version of 'Sequential Thinking' MCP" is a very specific phrase. To translate it accurately, I need more context. Here are a few possible translations, depending on what "MCP" refers to and the specific nuance you want to convey: **If "MCP" refers to a specific software, program, or curriculum:** * **增强版“顺序思维”MCP (Zēngqiáng bǎn "Shùnxù Sīwéi" MCP):** This is a literal translation, using the pinyin for MCP. It's suitable if "MCP" is a well-known acronym in the target audience. * **“顺序思维”MCP的增强版 ( "Shùnxù Sīwéi" MCP de zēngqiáng bǎn):** This is another literal translation, but it places "MCP" in a possessive context. * **“顺序思维”MCP的改进版 ( "Shùnxù Sīwéi" MCP de gǎijìn bǎn):** This translates "enhanced" as "improved" (改进版). This might be more appropriate if the enhancement is about making it better. **If "MCP" refers to a general concept or skill (e.g., a method of problem-solving):** * **增强的“顺序思维”方法 (Zēngqiáng de "Shùnxù Sīwéi" fāngfǎ):** This translates "MCP" as "method" (方法). * **更高级的“顺序思维” (Gèng gāojí de "Shùnxù Sīwéi"):** This translates "enhanced" as "more advanced" (更高级的). * **优化后的“顺序思维” (Yōuhuà hòu de "Shùnxù Sīwéi"):** This translates "enhanced" as "optimized" (优化后的). **To give you the best translation, please tell me:** * **What does "MCP" stand for?** * **What kind of enhancement are we talking about? (e.g., improved performance, added features, a more advanced version)** * **Who is the target audience?** Once I have this information, I can provide a much more accurate and helpful translation.

@hyperwhisper/mcp

Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper app for voice transcription, model management, and recording search.

AXT-MCP

A Model Context Protocol service registry and connector framework that enables seamless integration with multiple services and models through a standardized API interface. Provides an extensible architecture for custom service adapters, API integrations, and model registries.

mcp-outlook-calendar

Enables interaction with Outlook / Microsoft 365 calendar, allowing users to list events, get event details, find meeting times, and access calendar and profile information.

Instagram Video Downloader MCP Server

一个轻量级的 MCP 服务，能够以编程方式将 Instagram 视频下载到指定的本地路径，并提供进度跟踪。

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.