发现优秀的 MCP 服务器

moses-mcp

Enables searching and browsing TU Berlin degree programs and modules from Moses' public Modulverzeichnis, including module details, exam types, and cross-program usage, without requiring login.

vivory-mcp

Korean public-data MCP servers for AI agents, enabling natural language queries to KOSIS statistics and other Korean official data sources without requiring local accounts or API keys.

Capacities MCP

An MCP server for Capacities API 2.0 that enables AI agents to discover, create, read, update, and delete objects, blocks, and daily notes with structured JSON or Markdown, using personal API tokens.

Email Sending MCP

A simple MCP server that enables users to send emails using Resend's API, integrating with tools like Cursor and Claude Desktop for seamless email composition and delivery.

axe MCP Server

Enables AI agents to scan web pages for accessibility issues and get AI-powered remediation guidance using Axe DevTools for Web.

Mavryn

Centralized MCP control plane that proxies multiple upstream MCP servers with tool namespacing, filtering, policy enforcement, audit logging, and health checks.

Mermaid MCP Server

Enables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.

goldsrc-query-mcp

Enables querying GoldSrc game servers (e.g., Half-Life, Counter-Strike 1.6) for server info, player lists, rules, and RCON commands.

WLST MCP Server

MCP server for Oracle WebLogic Server administration using WLST, enabling server lifecycle, application deployment, monitoring, and diagnostics.

Unstop MCP Server

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

IMAP MCP Pro

An enterprise-grade MCP server that provides production-ready IMAP email integration with advanced reliability features, comprehensive monitoring, and secure account management.

OLCP

Enables portable English language instruction through MCP, owning learner identity, curriculum, and learner model while any host LLM delivers conversational teaching, sessions, and assessment.

component-mcp-server

Exposes design system component documentation to LLM clients via MCP, allowing listing and retrieving component contexts from Markdown files with YAML frontmatter.

nichescan

MCP server for Douyin/TikTok short-video transcript and hook analysis, ranking content by save intent rather than likes and transcribing real speech to find reusable opening structures.

wildberries-mcp

MCP server that turns Wildberries marketplace into a toolkit for LLM agents, enabling product search, detailed card inspection, price history, reviews, and cross-product comparison.

git-glimpse

A token-budgeted Git MCP server and CLI that provides compact status, diff, and log summaries for AI agents to conserve context.

agent-qa

Self improving QA agent for software teams

Happy Server MCP

Enables programmatic interaction with Happy AI sessions, allowing users to list, create, monitor, send messages to, and manage AI coding sessions across multiple machines.

Superset MCP Integration

MCP服务器支持AI代理以编程方式连接和控制Apache Superset实例，允许用户通过自然语言交互来管理仪表板、图表、数据库、数据集以及运行SQL查询。

AutoFuse

Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS from a macOS menu-bar app. 34 tools with MCP behavior annotations (read-only vs destructive) and agent-friendly error hints.

ollama-mcp-host

Hosts local MCP servers on Windows, enabling connection of local AI models (like Gemma) to external tools without cloud dependency.

vault-memory

Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware agents to search, retrieve, and compile knowledge with provenance and task contracts.

MCP Atomic Toolkit

A FastMCP server for atomistic modeling workflows that enables building structures, running geometry optimization and molecular dynamics, and analyzing results with downloadable artifacts.

dropbox-mcp

Dropbox MCP server to recover deleted files, list revisions, search content, and force-download cloud-only files via server-side API.

Omnisend MCP Server

A server that enables AI assistants to interact with the Omnisend marketing platform, supporting contact management, product management, and event tracking operations through natural language.

mcp-gdbserver

MCP server for remote debugging with gdbserver, offering full debugging capabilities including breakpoint control, stepping, memory inspection, and process management.

Amazon MCP

Scrapes Amazon France to provide Claude with product search, details, and price tracking with history.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results and logs, and respond to comments through natural language commands.

Noto CRM MCP Server

Provides AI assistants with structured, read-only information about Noto CRM, including pricing, features, AI agent capabilities, competitor comparisons, and use cases, with bilingual French/English responses and no external dependencies.