Discover Awesome MCP Servers

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

Gladia MCP

一个官方的模型上下文协议服务器，它支持与强大的语音转文本和音频智能API进行交互，从而允许像Claude Desktop这样的客户端转录音频、分析语音、翻译内容等等。

DOCX-MCP

Enables comprehensive Microsoft Word document manipulation through the Model Context Protocol, with advanced table operations including creation, data management, formatting, and bulk operations. Supports document creation, editing, and saving with plans for full document content management.

HeaderHawk

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

Swarm MCP

MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

Kommo CRM MCP Server

Enables comprehensive integration with Kommo CRM through 25 tools for managing leads, contacts, companies, tasks, events, and generating detailed analytics reports. Supports advanced workflow management, pipeline operations, and real-time performance tracking.

GHL MCP Server

Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.

VesselAPI MCP Server

Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.

MCP Context Template

🪱 MCP Context Template 是一个旨在集中管理 AI 工具 (MCP) 的存储库，以降低上下文共享成本并提高开发效率。

MCP Appium Server

A Model Context Protocol (MCP) server that enables mobile app automation using Appium, supporting various device interactions, element operations, and app management through a standardized protocol.

AWS Athena MCP Server

Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.

PayBridgeNP MCP Server

Enables AI assistants to interact with PayBridgeNP payment gateway accounts through natural language. Provides read-only access to payments, refunds, analytics, and account data, with write capabilities planned for future versions.

Ambient Code Platform MCP Server

Enables delegation of agentic sessions to Kubernetes-hosted Claude agents running on the Ambient Code Platform. Supports creating, managing, and communicating with remote AI agent sessions through OpenShift authentication.

LightRAG MCP

Enables querying an internal LightRAG knowledge base to retrieve technical documentation and structured information using hybrid search modes. It facilitates the integration of raw text or HTML results from a LightRAG server into LLM workflows.

GitHub GraphQL API MCP

A server that allows you to explore the GitHub GraphQL schema and execute GraphQL queries through MCP client tools, enabling efficient data retrieval from GitHub with reduced token consumption.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

SureChEMBL MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

🚀 MCPverse

MCPverse 是一个搜索和发现工具，用于查找托管在 GitHub 上的 MCP（模型上下文提供者）服务器。它通过简洁、交互式的用户界面对包含客户端配置的仓库进行排名和展示。

INTERNAL TEST ONLY - will be ready soon

公开的 MCP 服务器，用于运行 Modelica 仿真。

Apple Health MCP Server

A Model Context Protocol server that enables seamless interaction between LLM-based agents and Apple Health data, allowing users to query, analyze, and manage health records through natural language commands.

my-mcp-server

A Model Context Protocol server that allows integration with Claude Desktop by creating and managing custom tools that can be executed through the MCP framework.

Tapd MCP Server

这个项目还处于孵化阶段。

Amazon Ads API MCP

Enables AI applications to interact with Amazon Advertising API through the Model Context Protocol. Supports campaign management, performance reporting, audience targeting, and comprehensive advertising operations across Amazon's advertising ecosystem.

MCP-Mem0

A Model Context Protocol server that provides AI agents with persistent memory capabilities through Mem0, allowing them to store, retrieve, and semantically search memories.

SearchAPI MCP Agent

A bridge between AI assistants and search services that implements A2A protocol and Model Context Protocol, enabling search functionality for web, videos, maps, flights, and hotels.

ADB MCP Server

A TypeScript-based bridge between AI models and Android device functionality, enabling interaction with Android devices through ADB commands for tasks like app installation, file transfer, UI analysis, and shell command execution.

GitHub MCP Bridge

A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.