发现优秀的 MCP 服务器

o3-search MCP

An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.

MCP Server

这个基于 TypeScript 的 MCP 服务器允许用户通过使用模型上下文协议 (MCP) 创建和总结文本笔记来管理一个简单的笔记系统。

MCP Map Server

A Model Context Protocol server that provides a dynamic map interface with tools to add raster/vector layers, control map view, and modify paint properties.

Jamb MCP Server

Jamb MCP 服务器 (Jamb MCP fúwùqì)

Firestore Todo List MCP Server

Enables AI assistants to manage todo lists through natural language by creating, listing, updating, completing, and deleting tasks stored in Firebase Firestore. Supports custom system prompts for personalized task management workflows.

Google Sheets MCP Server

Exposes Google Sheets as queryable database tables with operations to list sheets, get schemas, and fetch rows with pagination. Designed to run as a Google Cloud Function with service account authentication.

Google Sheets MCP Server by CData

Google Sheets MCP Server by CData

Canvas MCP Server

使像 Claude 这样的人工智能助手能够通过 Canvas API 与 Canvas LMS 互动，从而提供管理课程、公告、评分标准、作业和学生数据的工具。

pbs-mcp

MCP server for Proxmox Backup Server. Exposes datastore status, snapshot inventory, garbage collection, verify, and prune over the PBS REST API as 13 LLM-callable tools.

Katana MCP Server

Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling users to crawl websites, discover endpoints and hidden resources, extract JavaScript files, and perform reconnaissance with customizable depth, scope, and filtering options.

Better Playwright MCP

A client-server browser automation solution that reduces HTML token usage by up to 90% through semantic snapshots, enabling complex web interactions without exhausting AI context windows.

HCM-LLM MCP Server

A FastAPI-based server that enables AI assistants to perform Highway Capacity Manual (HCM) transportation engineering calculations and semantic searches over HCM documentation. It provides specialized tools for complete Chapter 15 two-lane highway analysis following standard engineering methodologies.

devutils-mcp-server

An open-source DevUtils MCP Server — a comprehensive developer utilities toolkit that provides 36 tools across 8 categories that AI assistants can invoke directly.

gitlab-mcp

MCP server for GitLab that enables AI assistants to manage CI pipelines, job logs, repositories, branches, merge requests, and commits via the GitLab REST API.

Prefeitura MG Juatuba: Certidão Negativa de Débitos

Provides read-only consultation of negative debt certificates (Certidão Negativa de Débitos) from the Juatuba city prefecture in Minas Gerais, Brazil, through a single official tool.

CodeBrain

An MCP server that offloads bulk coding tasks to local LLMs, allowing Claude Code to delegate repetitive work like boilerplate generation and code polishing while preserving its context for complex reasoning.

win-cli-mcp-tmyy

Enables AI clients to execute Windows commands, manage files, query system information, and perform code checks via MCP protocol.

renderping

Enables AI agents to render website screenshots and PDFs, check page changes, and retrieve usage stats via REST calls.

SagaSmith Narrative MCP

Enables long-form tabletop narrative play with durable campaigns, profiles, conflict phases, and branching storylines. Provides session-scoped MCP tools for lobby and play phases, including administrator controls for access, snapshots, and branches.

Brightspace MCP Server

Enables Purdue University students to access their Brightspace academic data including courses, assignments, and grades through web scraping with Duo Mobile 2FA authentication. Provides programmatic access to student academic information when official API access is restricted.

ExternalAttacker MCP Server

一个模块化的外部攻击面测绘工具，集成了自动化侦察和漏洞赏金工作流程的工具。

PromStack MCP Server

Enables Claude Desktop and other MCP-compatible tools to directly access and execute prompts from PromStack, including prompt discovery, selection recommendations, and exporting prompts as Claude Skills.

Indigo MCP Server Plugin

A Model Context Protocol server that enables AI assistants like Claude to interact with Indigo home automation systems through natural language queries for searching and controlling devices, variables, and actions.

forecast-mcp

A Model Context Protocol server that provides Monte Carlo forecasting tools for project duration, cost, completion dates, and sensitivity analysis using three-point estimates and historical throughput.

Tableau MCP

A suite of developer primitives that enable AI applications to integrate with Tableau, including tools to query data, explore content, and get views.

dev-memory-mcp

MCP server providing Claude with persistent, local memory for tracking architectural decisions, dead ends, and project context across conversations.

jiuyan-mcp

Enables retrieving data from 韭研公社 (jiuyangongshe.com) including timelines, hot rankings, article search, and community feeds, with optional login-protected features like stock movements and follow feeds, all without a browser.

browser-mcp

Agent-native browser control MCP server that enables AI agents to browse and interact with web pages via accessibility tree snapshots and ref ID-based commands.

OpenSCAD MCP Server

Enables AI assistants to create and manipulate 3D CAD models using OpenSCAD.

Pickle MCP Server

Free AI ops manager that runs locally, auditing ClickUp, Slack, and Teams to catch stale tasks, dropped promises, and buried decisions using your own tokens.