Discover Awesome MCP Servers

cluster-tools MCP Server

Enables AI-driven COMSOL batch jobs on the Harvard FASRC cluster, allowing users to run COMSOL models, manage jobs, and fetch results directly through natural language.

Pinecone MCP Server

Pinecone 集成向量搜索功能 (Pinecone jí chéng xiàngliàng sōusuǒ gōngnéng)

@navop/mcp

MCP stdio bridge to a running Navop desktop application, enabling AI agents to interact with Navop via MCP protocol.

RetellAI MCP Server

A Model Context Protocol server implementation that enables AI assistants to interact with RetellAI's voice services for managing calls, agents, phone numbers, and voice options.

google-mcp

Enables interaction with Google Docs, Sheets, and Drive through natural language, supporting file management, document editing, and spreadsheet operations via OAuth authentication.

TuringWell MCP Server

MCP server for TuringWell, the agent-native Q&A platform for executable, verifiable fixes.

Tribunal TRT11: Certidão Eletrônica de Ações Trabalhistas (CEAT)

MCP server for querying official TRT11 electronic labor lawsuit certificates (CEAT). It enables read-only consultations from an official source with pay-per-use prepaid credits.

office-mcp

An MCP server that lets Claude control Microsoft Word and Excel on macOS via AppleScript, providing 98 tools for document and spreadsheet automation.

mcp-arcgis-allegheny

Enables searching and querying of Allegheny County, Pennsylvania open geospatial data (parcels, addresses, zoning, public works) through ArcGIS Feature Services.

Create your first own server

好的，这是将一个简单的 MCP 服务器翻译成中文，用于计算字符 "r" 的数量： **标题：一个简单的 MCP 服务器，用于统计字符 "r" 的数量** **描述：** 这个程序是一个简单的 Minecraft Coder Pack (MCP) 服务器模组，它的功能是统计服务器中所有玩家发送的消息中字符 "r" 的数量。 **功能：** * **监听聊天消息：** 监听服务器中所有玩家发送的聊天消息。 * **统计字符 "r"：** 对于每条消息，统计其中字符 "r" (包括大小写 "R") 的数量。 * **存储计数：** 将总的 "r" 计数存储在一个变量中。 * **提供命令 (可选)：** 可以添加一个命令，允许玩家查询当前的 "r" 总数。例如，`/rcount`。 * **配置文件 (可选)：** 可以添加一个配置文件，允许管理员配置一些参数，例如是否区分大小写，或者是否忽略某些玩家的消息。 **技术细节：** * **MCP (Minecraft Coder Pack)：** 使用 MCP 反编译和修改 Minecraft 服务器代码。 * **Java：** 使用 Java 编程语言编写模组。 * **事件处理：** 使用 Minecraft 的事件系统来监听聊天消息事件。 * **数据存储：** 使用 Java 变量来存储 "r" 的总数。 **使用方法：** 1. 安装 MCP。 2. 创建一个新的 MCP 项目。 3. 编写 Java 代码来实现上述功能。 4. 编译模组。 5. 将模组添加到 Minecraft 服务器的 `mods` 文件夹中。 6. 启动服务器。 **示例代码 (伪代码):** ```java // 监听聊天消息事件 public void onChatMessage(ChatMessageEvent event) { String message = event.getMessage(); int rCount = 0; // 遍历消息中的每个字符 for (int i = 0; i < message.length(); i++) { char c = message.charAt(i); // 统计字符 "r" (包括大小写) if (c == 'r' || c == 'R') { rCount++; } } // 更新总的 "r" 计数 totalRCount += rCount; // (可选) 发送消息给玩家，告知他们 "r" 的数量 // event.getPlayer().addChatMessage("你发送的消息中包含 " + rCount + " 个 'r' 字符。"); } // (可选) 处理 /rcount 命令 public void onRCountCommand(CommandEvent event) { // 发送总的 "r" 计数给玩家 event.getPlayer().addChatMessage("服务器中总共有 " + totalRCount + " 个 'r' 字符。"); } ``` **注意事项：** * 这是一个非常简单的示例，可能需要根据实际需求进行修改和扩展。 * 需要熟悉 MCP 和 Java 编程才能实现这个模组。 * 请确保遵守 Minecraft 的模组开发规则。 **总结：** 这个简单的 MCP 服务器模组提供了一个有趣的方式来统计服务器中聊天消息中字符 "r" 的数量。 它可以作为学习 MCP 模组开发的入门项目。 This translation provides a detailed explanation of the MCP server, including its functionality, technical details, usage, and example code. It also includes important considerations and a summary. This should be helpful for someone looking to understand or implement this project.

fieldwork-mcp

Enables pest control business owners using Fieldwork to ask plain-English questions about customers, invoices, product usage, schedules, and technicians, returning clear answers from the Fieldwork API. Read-only access with no ability to modify jobs, customers, or payments.

fluyo-mcp

MCP server that creates, edits and exports architecture diagrams as .fluyo.json files, operating through tools like create_diagram, edit_diagram, and export_diagram directly from Claude.

GitLab + Jira MCP Server

Enables read-only access to GitLab and Jira data through MCP, allowing users to list projects, merge requests, issues, and search Jira tickets via natural language queries. Provides safe, structured access to project management data without write permissions.

DataForSEO MCP Server

Enables AI assistants to interact with DataForSEO APIs and obtain SEO data including SERP results, keyword research, on-page metrics, backlink analysis, and domain analytics through a standardized interface.

sharepoint-mcp

Exposes SharePoint file operations to Microsoft Copilot Studio, allowing file publishing, listing, link generation, and deletion with secure authentication via Microsoft Graph.

SaSame Research + Guild MCP

Provides a remote MCP server with tools like guild_feed and join_guild for AI agents to interact with the Gold Rush Guild, an open activity feed. No installation or authentication required.

@cyanheads/treasury-fiscaldata-mcp-server

Query US Treasury national debt, interest rates, exchange rates, and fiscal datasets via MCP with STDIO or Streamable HTTP.

vscode-mcp-supergateway

A centralized MCP gateway that aggregates and routes requests from multiple IDE clients to backend services, while offloading context tasks to local LLM workers.

pbi-webview2

Enables AI agents to interact with live Power BI Desktop report canvas via Chrome DevTools Protocol, performing actions like page navigation, clicking slicers, reading cards and matrices, and capturing baselines.

semantic-scholar-mcp

Access millions of academic papers from Semantic Scholar using the Model Context Protocol, with tools for paper search, author analysis, and research organization.

AI-Project-Planner-Agent

Enables AI project feasibility evaluation and solution planning through structured reasoning stages, using Gemini API and web search for up-to-date research.

GNOME Desktop MCP

GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop.

ai-multiagent-orchestrator-mcp

MCP server that coordinates multiple AI specialists (SQL database, document RAG, and web research) using LangGraph, routing each question to the relevant agents and synthesizing their responses into a single answer with honest confidence flags.

MCP Note-Taking Server

Enables structured note-taking with markdown support, dynamic tagging system, advanced search capabilities, and markdown export functionality through natural language conversations in Claude Desktop.

K-LifeGuard MCP Server

An intelligent emergency medical coordinator that provides symptom-based hospital recommendations, real-time ETA, and guardian alerts.

MCP Server for Google Analytics 4

Enables LLMs to interact with Google Analytics 4 data through the Google Analytics Data API, supporting standard reports, real-time data, and metadata retrieval.

Yahoo Finance MCP Server

Integrates Yahoo Finance data with Claude to provide real-time and historical financial information, including stock prices, financial statements, and options data. It enables comprehensive market research and investment analysis through natural language interactions.

mcp-data-wa

Enables querying and exploring Washington State open data via the Socrata SoQL API, including dataset search, SoQL queries, and metadata retrieval, without requiring an API key.

Image Worker MCP

A lightweight MCP server for image processing and cloud uploads that automates resizing, converting, optimizing, and uploading images to services like AWS S3, Cloudflare R2, and Google Cloud Storage.