发现优秀的 MCP 服务器

Census API MCP Server

Enables access to U.S. Census Bureau data including demographics, population, income, and housing statistics. Users can query specific variables, search datasets, and retrieve geographic FIPS codes across various surveys like the American Community Survey and Decennial Census.

linear-mcp

An MCP server for Linear that provides tools to manage issues, projects, comments, cycles, teams, and users via GraphQL, with OAuth2 authentication through Dedalus.

GitHub MCP Server

一个模型上下文协议服务器，使 AI 助手能够执行 GitHub 操作，包括仓库管理、文件操作、问题跟踪和拉取请求创建。

Redmine MCP Server

Enables AI assistants to interact with Redmine instances to manage issues, projects, and users. It provides comprehensive tools for issue tracking, project oversight, and user management through the Redmine REST API.

Slack Task MCP

An MCP server that helps users with ADHD traits manage Slack mentions by analyzing requests, structuring replies, and breaking tasks into small, actionable steps.

gws-mcp

Minimal Google Workspace MCP server for Claude Code, providing tools for Gmail, Drive, Docs, and Sheets across two fixed accounts.

agent-friend

General purpose toolbox for AI applications

OpenDataMCP

Turns the AWS Registry of Open Data and public STAC catalogs into agent-callable tools for dataset search, STAC queries, and NDVI/NDBI/land-cover analysis on Sentinel-2 imagery.

mcp-airtable-query

Lightweight TypeScript MCP server for Airtable base discovery, table/view queries, record CRUD, and validated filterByFormula construction.

MCP Webpage Timestamps

A Model Context Protocol server that extracts webpage creation, modification, and publication timestamps from various sources including HTML meta tags, HTTP headers, and structured data.

digitaltwintopd-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources, enabling state folding, band classification, and operation application in any MCP client.

Code-Index-MCP

Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.

MCP Starter

A production-grade MCP server for order management, featuring tools for looking up and refunding orders with safety measures like confirmation tokens, rate limiting, and error handling.

Janus MCP

Enables AI assistants to understand and interact with OpenAPI specifications, providing deep insight into API structures for faster and more accurate API integration.

ASA MCP

Connect your ASA account to Claude, ChatGPT, and AI agents via Open Finance Brazil. Read balances, statements, credit card invoices, and investments using natural language.

apple-suite-mcp

Secure, opt-in MCP connector for Apple apps (Calendar, Reminders, Contacts, Notes, and more) with modular permissions, human approval, and optional remote access.

Dappier MCP Server

将大型语言模型和代理式人工智能连接到来自可信来源的、经过版权许可的实时数据，提供对包括网络搜索、新闻、体育和金融数据在内的专业模型的访问。

Gmail Streamable MCP Server

Streamable HTTP MCP server for Gmail that enables AI agents to search threads, read messages, manage drafts, and organize the inbox via OAuth authentication.

Sales Dashboard

Enables interactive sales data exploration within Claude through a dynamic dashboard with filterable charts and tables.

Warp SQL Server MCP

Enables secure database operations on SQL Server instances through a three-tier safety system, supporting schema exploration, query execution, performance analysis, and data export with configurable security levels from read-only to full development access.

douyin-creator-mcp

A local MCP server that reads Douyin creator data from the browser and provides tools to query, compare, and analyze video performance metrics for AI agents.

EdgeLake MCP Server

Enables AI assistants to query and explore distributed data across EdgeLake nodes through SQL operations, resource discovery, and schema inspection. Supports complex queries with joins, aggregations, and metadata fields across multiple databases and tables.

XiaoZhi Windows MCP Agent Bridge

Enables ESP32 XiaoZhi voice devices to command a Windows PC via MCP, including app control, file operations, screen vision, browser interaction, shell execution, and orchestration of local AI coding agents like Codex CLI and Claude Code.

mcp-cn-commerce

A suite of MCP servers that give AI agents read-only access to Chinese e-commerce platform business data, including advertising, orders, products, and more from platforms like Douyin, JD.com, Taobao, etc.

Deep Research MCP Server

An advanced scholarly research MCP server that enables AI assistants to discover, fetch, process, and manage academic papers across multiple sources like arXiv, PubMed, and Semantic Scholar, with capabilities for summarization, citation analysis, and concept relationship extraction.

ssh-connect MCP server

用于 SSH 连接和文件操作的 MCP 服务器。

Boring Gemini

An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.

Miji BLE MCP Server

MCP server for controlling BLE-enabled adult toys from XHTKJ and 醉清风 mini-programs, enabling strength, mode, and custom waveform control via natural language.

OpenAI GPT Image MCP

An MCP tool server that enables generating and editing images through OpenAI's image models, supporting text-to-image generation and advanced image editing (inpainting, outpainting) across various MCP-compatible clients.

scratchpad-mcp

scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficient storage. Eight tools versioned file writes, structured line-diffs since a prior version, append-only logs with cursor pagination, on-demand summaries with per-version caching, and per-agent quotas. The point is to stop agents from re-reading files they've already seen and re-summarizing documents.