发现优秀的 MCP 服务器

MCP-USV

A comprehensive MCP server for university faculty administration, enabling management of students, faculty, courses, grades, and documents with AI-powered chat and multiple access patterns.

Movie Database MCP Server

Enables natural language queries against a MongoDB movie database to search films by title, genre, actor, year, or rating, and retrieve detailed movie information from the sample_mflix collection.

api-mcp

An MCP server that automatically discovers API endpoints from any codebase, generates and runs tests, and produces per-role QA audit reports in PDF and XLSX.

NormSync

Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land.

zan-mcp-server

ZAN 节点服务的模型上下文协议服务器。

Tencent Mail Agent MCP Server

Enables fetching and analyzing emails from Tencent Exmail or any IMAP service, with tools to list yesterday's emails.

SAP SuccessFactors MCP Server by CData

SAP SuccessFactors MCP Server by CData

TON BLOCKCHAIN MCP

An MCP server enabling natural language queries for TON blockchain data, including balance checks, transaction analysis, hot trends, trading patterns, and forensic investigations.

humaans-mcp

Read-only MCP server for the Humaans HRIS API, providing tools to query people, reporting chains, compensation, time away, and more.

CrewAI Enterprise MCP Server

一个模型上下文协议（Model Context Protocol）服务器，使用户能够通过 Claude Desktop 启动和监控已部署的 CrewAI 工作流程。

MCP Math Server

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

Nepse API MCP Server

Provides structured access to Nepal Stock Exchange market data through the Model Context Protocol, enabling AI integration for querying real-time stock data and market analysis.

heungbu-gra

AI motivation MCP that automatically injects praise after commands, providing tools like get_praise, motivate, and praise_pool in Korean or English. Boosts reasoning and execution by giving encouragement styled after Korean drama.

Createve.AI Nexus: Enabling Real-World AI Agent Deployment 🚀

Createve.AI Nexus Server：用于高级 LLM 和 Agent 使用的 MCP 和 API 桥梁

XMI MCP Server

An MCP server for querying and exploring SysML XMI models, specifically designed for MTConnect model exports. It allows users to search for packages, classes, and enumerations while providing tools for analyzing documentation and inheritance hierarchies.

mcp_repo_170d1d13

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Brandfetch MCP Server

Brandfetch API 的模型上下文协议 (MCP) 服务器

AI Producer Hub

Integrates AI-powered music generation with professional production tools, enabling autonomous music creation workflows from MIDI input to live streaming.

Location Memory

A private location archive with an MCP server, letting an agent answer questions about your past stays, trips, cities, and travel stats from data in your own Postgres.

Prompt Library MCP Server

A comprehensive prompt library for frontend developers covering React, frontend best practices, and coding guidelines, accessible via MCP tools.

Google AdWords MCP Server by CData

Google AdWords MCP Server by CData

Basic MCP Server

A minimal Model Context Protocol server template demonstrating basic implementation of tools, resources, and prompts. Serves as a starting point for building custom MCP servers with the Smithery SDK.

fallpharm-us-mcp

A sovereign, MIT-licensed MCP server for professional-service workflow automation, enabling offline-capable, cryptographically signed operations without vendor lock-in.

Waymark

MCP server that intercepts and controls AI agent actions in your codebase by enforcing policies on file operations and commands, with logging, approval workflows, and rollback capabilities.

mendicant-mcp-server

Enables advanced probabilistic orchestration for AI agents with adaptive planning, coordination, and learning capabilities.

MCP Test Scratch Server

A Flask-based MCP server designed for testing deployment on Google App Engine. Provides a deeplink checking endpoint that accepts flattened JSON parameters and forwards them as nested objects to external APIs.

pfSense Enhanced MCP Server

Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.

VaultMCP

An encrypted secret vault and MCP gateway that securely stores API keys and injects them into upstream MCP servers, so AI IDEs never see raw credentials.

Memory MCP Server

Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.

Nova MFI – Mifos System Doctor MCP Server

Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and complete Fineract administration — all accessible from any MCP-compatible AI client.