发现优秀的 MCP 服务器

mcp-c

用 C 语言编写的 MCP 服务器框架，高效轻松地开发。

webserver-mcp

Enables AI agents to edit and serve a static website via natural language, providing file management tools over MCP and HTTP hosting.

openstudio-mcp

Enables natural language interaction with OpenStudio building energy simulation, allowing creation, querying, and modification of models, running EnergyPlus simulations, and analyzing results.

research.md

MCP server that enforces evidence-graded, phase-gated, peer-reviewed research workflows for AI agents to conduct rigorous decision-making.

toolradar-mcp

Give your AI agent access to 8,400+ software tools — search, compare, get pricing, find alternatives, and discover the best tool for any use case.

BuildAutomata Memory MCP Server

Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.

Perplexity AI MCP Server

这个服务器提供对 Perplexity AI API 的访问，从而能够在基于 MCP 的系统内进行聊天、搜索和文档检索。

figma-mcp-rust

An MCP server that enables AI tools to read and write Figma designs via a plugin bridge, bypassing the Figma REST API and rate limits.

Andrew Social Bridge

A safety-gated MCP bridge for the Instagram API, enabling read-only profile and recent-post access and draft preparation of image posts with human approval for publishing.

Water Chemistry MCP Server

An advanced MCP server powered by PHREEQC for industrial wastewater treatment modeling, offering 17 tools for chemical equilibrium, kinetic reactions, and optimization like lime softening and phosphorus removal.

MCP Atlas

An MCP server that enables AI assistants to manage database migrations and validate schemas using the Ariga Atlas CLI. It provides tools for applying migrations, generating diffs, linting, and checking migration status through natural language.

Google Sheets MCP Server

Enables reading and writing Google Sheets using API key or service account, with support for public and authenticated access.

mcp-server-cli

模型上下文协议服务器，用于运行 shell 脚本或命令。 (Móxíng shàngxiàwén xiéyì fúwùqì, yòng yú yùnxíng shell jiǎoběn huò mìnglìng.)

kokoro-tts-mcp

Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Apple Silicon, enabling local Claude and Codex clients to speak text aloud and convert text to audio.

oss-issues-mcp

Enables triage of GitHub issues by fetching and filtering issues, checking claim status, and listing new open issues across a watch-list.

MCP Server Enhanced SSH

一个强大的 SSH 服务器，通过 TMUX 会话管理、多窗口支持和智能会话恢复，促进安全的远程命令执行，从而改善 AI 与人类的交互。

docforge-mcp

Enables complete Office document lifecycle management for AI agents, including creation, editing, conversion, and templating of DOCX, XLSX, PPTX, PDF, and EML files.

gns3-mcp

Enables AI agents to control GNS3 network emulation labs. Supports building topologies, managing devices, capturing packets, and automating device CLIs.

weselltours

MCP server for the WeSellTours travel platform, enabling management of hotels, tours, bookings, bugs, features, and more via natural language through 21 tools.

claude-whatsapp-mcp

Enables Claude Code to interact with WhatsApp for reading messages, sending replies, and searching contacts through the Model Context Protocol. It uses whatsapp-web.js to facilitate local connection management with QR code authentication and session persistence.

Oracle Eloqua MCP Server by CData

This read-only MCP Server allows you to connect to Oracle Eloqua data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCP J-Link Server

Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.

airplanes-live-mcp

Enables real-time aircraft tracking from Claude Desktop using the airplanes.live API, supporting searches by callsign, registration, hex ID, and position.

eo-processor-mcp

An MCP server for Earth Observation processing, exposing Rust-accelerated EO computation tools like spectral indices, change detection, and classification for AI agents.

Custom Blinds Shop MCP

Enables AI agents to search, configure, get live ZAR pricing, and purchase made-to-measure blinds from Custom Blinds, generating Yoco or Ozow payment links directly.

Claude Web Scraper MCP

一个简单的 MCP 服务器，集成了 eGet 网页抓取工具和 Claude for Desktop。此连接器允许 Claude 通过您本地的 eGet API 抓取网页内容，从而可以直接在对话中进行网站的搜索、总结和分析。

gitrama-mcp

AI-powered Git workflow intelligence — 10 tools for commit messages, branch naming, PR descriptions, changelogs, and stream-based context management. Works with Cursor, Claude Desktop, Windsurf, VS Code, and all MCP clients.

K8s Warning Monitor MCP

MCP server that filters Kubernetes warning/failure events and presents them to AI assistants for diagnostics. Enables AI to identify and troubleshoot cluster issues without consuming context on normal events.

kirk-mcp

MCP server exposing Kirk, an algorithm for real-time unsupervised pairwise structural anomaly detection, as a set of validation and discovery tools. It enables scoring of L2 order-book data, model enumeration, and secure attestation of engine identity.

personal-mcp

A custom MCP server for orchestrating Windows/Linux/macOS workstations, providing filesystem, shell, SSH, and personal productivity tools with security features like allowlisting and human-in-the-loop approval for writes.