Discover Awesome MCP Servers

AzurePricingMCP

Enables cost analysis, price comparison across regions, and savings plan calculations for Azure services through the Azure Retail Prices API.

anndata-mcp

Allows to retrieve information about an AnnData object via MCP using the read_lazy function from anndata.

Lunar Calendar MCP Server

Provides Chinese traditional calendar functions including BaZi calculation, solar-lunar calendar conversion, Huangli almanac queries, daily fortune readings, 24 solar terms, and Wu Xing (Five Elements) analysis.

Reservation System MCP Server

An MCP server that allows AI models to securely access and manage WeChat Cloud-based reservation data. It provides tools for querying records, updating appointment statuses, and deleting entries through the WeChat Cloud Development API.

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

dobbe

Automates DevOps workflows like vulnerability resolution, code review, test generation, and DORA metrics through Claude Code slash commands, using a state machine for reliable execution.

x402-discovery

Discovers and queries x402-payable APIs at runtime — enables autonomous agents to find, evaluate, and pay for services via USDC micropayments on Base without API keys or subscriptions.

google-workspace-mcp-with-script

MCP server for Claude Code CLI that integrates with Google Workspace, enabling management of Docs, Sheets, Drive, Gmail, Calendar, and Apps Script.

GoScry

GoScry 是一个用 Go 编写的服务器应用程序，它充当控制系统（例如 LLM 或脚本）和 Web 浏览器之间的桥梁。

Sponge MCP Server

Provides a Model Context Protocol interface to the Sponge wallet API for managing digital assets and transaction histories. It enables users to securely check balances, retrieve addresses, and perform transfers using DAuth-style credential exchange.

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook, allowing users to search, compose, organize, and batch forward emails using natural language commands with 100% local processing.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.

BatchIt

一个简单的聚合服务器，允许将多个 MCP 工具调用批量处理成单个请求，从而减少 AI 代理的 token 使用量和网络开销。

vSphere-MCP-Pro

Enables secure management of VMware vCenter 8.0+ environments through controlled operations including VM lifecycle management, snapshots, and resource discovery with built-in RBAC authorization, audit logging, and rate limiting.

TimeMCP

用 Golang 编写的 MCP 服务器，用于替换 modelcontextprotocol/time MCP 服务器。 (Yòng Golang biānxiě de MCP fúwùqì, yòngyú tìhuàn modelcontextprotocol/time MCP fúwùqì.) This translates to: "A MCP server written in Golang to replace the modelcontextprotocol/time MCP server."

MCP Leave Management

Simulates a leave management workflow for employees and managers, including leave application, balance checks, and approval processes.

mcp-zeroentropy

MCP Server for ZeroEntropy collections, top documents and rerankers

spaceship-mcp

A community-built MCP server for the Spaceship API, enabling management of domains, DNS records, contacts, and marketplace listings through natural language.

Futuur API MCP Integration

Futuur API MCP 集成是一个强大的基于 TypeScript 的服务器，它实现了模型上下文协议 (MCP)，可与 Futuur API 无缝集成。 该项目为处理市场数据、类别、用户信息和投注操作提供了一个强大的接口。

MCP Recipes Server

一个服务器，它通过模型上下文协议（MCP）暴露查询食谱的工具。

Emotional De-escalation MCP Server

Provides strategic dialogue management and emotional de-escalation for customer support bots, detecting problem patterns and recommending actions like escalation to a human operator.

Merge MCP Server

提供 Merge API 和支持 MCP 协议的 LLM 提供商之间的集成，从而实现与 HRIS、ATS 和其他类别中的 Merge 数据进行自然语言交互。

MySSL MCP Server

MySSL MCP 服务器 (MySSL MCP Fúwùqì)

MonetizeAgent

AI agent monetization directory with 75+ entries. Search, filter, and discover ways for AI agents to earn revenue across platforms and protocols.

agloop-mcp

An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.

LogicMonitor MCP Server

MCP server enabling AI assistants to interact with your LogicMonitor, providing 125 tools for comprehensive monitoring and management operations.

capus

Persona-driven LLM agent testing for macOS and web apps through a local MCP daemon, enabling autonomous GUI testing with human-like behavior.

Go Process Inspector

非侵入式 goroutine 检查器

fastmail-mcp

An MCP server for Fastmail that provides access to email, contacts, and calendars via the JMAP protocol. It enables users to search, send, and bulk-manage emails while also interacting with calendar events and address books through natural language.