发现优秀的 MCP 服务器

humaans-mcp

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

NormSync

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

SEFAZ MT: IPVA (Extrato)

MCP server for consulting IPVA extracts from the official SEFAZ MT source. It provides a single read-only tool, requires no platform credentials, and works with any MCP-compatible client.

AI Producer Hub

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

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。

swing-mcp

Enables interaction with Java Swing applications through MCP, allowing launching, attaching, taking snapshots, clicking, filling forms, and other UI automation via natural language.

MCP Math Server

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

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.

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.

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

Brandfetch MCP Server

Brandfetch API 的模型上下文协议 (MCP) 服务器

FlightPlan

YOUR AGENTS COLLIDE. File a FlightPlan. Run multiple coding agents without them stepping on each other. FlightPlan gives each agent the same preflight picture, lets them coordinate while plans are still cheap to change, and leaves behind what changed and why for whichever agent comes next. Across sessions. Across people. Across providers. Across time. One shared picture.

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.

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.

Google AdWords MCP Server by CData

Google AdWords MCP Server by CData

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.

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.

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。

SLAM Commerce MCP

Exposes Shopify store data from SLAM Gadget SQLite databases to AI tools through 60 specialized tools for products, orders, inventory, customers, and reporting. Provides read-only access with automatic schema validation and security protections.

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.

AI Studio MCP Server

A Model Context Protocol server that connects to Google AI Studio/Gemini API, enabling content generation with support for various file types, conversation history, and system prompts.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

diff-checker

Enables AI agents to compare two texts line-by-line and receive a structured diff with additions, deletions, unchanged lines, and summary statistics, paid per call via x402 micropayments.

Prompt Library MCP Server

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

AIO Tests MCP Server

Enables searching, reading, creating, and updating AIO Tests test cases in Jira from any MCP client, supporting Jira Cloud and Server/Data Center with a read-only mode.

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.

Arch-Master MCP

Multi-stack scaffolding engine for generating production-ready module structures (NestJS, Java Spring, Python FastAPI) directly from an MCP-compatible AI client, reducing token usage for boilerplate code.

db-mcp

db-mcp enables read-only access to multiple MariaDB/MySQL databases through a single MCP server, with schema allowlisting, safety checks, and automatic SSH tunnels.