Discover Awesome MCP Servers

Unity MCP Server

Provides AI assistants with structured access to Unity project metadata, build settings, and agent documentation directly from the filesystem. It enables querying project details and scene configurations without requiring the Unity Editor to be running.

Project Overview

使用 MCP 服务器与 OpenAI 代理

atlas-g-protocol

Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk to your resume, find out if you are available for work, and more. Use the MCP to allow recruiters, managers, and anyone with an agent to "talk" to your resume.

SitecoreMCP

A SitecoreMCP version that can be used in enterprises

AppDataLayer MCP Server

An app intelligence query engine that enables analysis of over 1 billion reviews from Google Play and the Apple App Store. It provides tools for sentiment analysis, keyword rankings, competitive comparisons, and time-series forecasting across 250,000+ apps.

Kubernetes MCP

An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.

Healthy Pokes

A calorie tracking MCP server that processes food photos and text descriptions to automatically log nutrition data to Google Sheets. Integrates with Apple Health for fitness metrics and provides SMS interface for convenient meal logging.

Phosphor Icons MCP Server

Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon search, retrieval, customization (color, size), and framework-specific implementation guidance through natural language.

Openterms-mcp

Cryptographic proof of consent for AI agents. Sign before you act. Policy engine enforces spending caps, action whitelists, and escalation rules. Independently verifiable by anyone.

Arke Institute MCP Server

Enables semantic search across the Arke Institute's extensive archive of NARA records and presidential libraries using natural language queries. Provides access to millions of historical documents, photographs, and records with OCR'd content and complete metadata.

Yango Tech MCP Server

A server that enables seamless integration with Yango Tech e-commerce platform through Claude Desktop and Cursor IDE, allowing users to query orders, products, inventory and other business data using natural language.

Verity MCP Server

Provides AI agents access to Medicare coverage policies, prior authorization requirements, and medical code lookups (CPT, HCPCS, ICD-10, NDC) through the Verity healthcare API.

Instagram MCP Server

Enables AI applications to interact with Instagram Business accounts through the Graph API, supporting profile management, media publishing, insights retrieval, and direct messaging capabilities.

Hyperliquid MCP Server - Complete Implementation

镜子 (jìng zi)

Promptheus

Refines and optimizes prompts for LLMs through adaptive questioning and intelligent clarification workflows. Supports multiple AI providers (Google, OpenAI, Anthropic, Groq, Qwen) with interactive prompt enhancement and targeted modifications.

ChatGPT App with OAuth2 + MCP + Privy

A complete ChatGPT App implementation using MCP with OAuth2 authentication via Privy.io, enabling secure user authentication and interactive widgets rendered in ChatGPT.

Docswrite MCP

将生成的内容导入 Google Docs，然后再导入 WordPress，同时保留格式和结构，以实现简化的内容工作流程。

IPLocate MCP Server

Enables IP address intelligence lookup including geolocation, network information, privacy detection (VPN/proxy/Tor), company data, and abuse contacts using IPLocate.io API. Supports both IPv4 and IPv6 addresses with comprehensive analysis tools and security assessment capabilities.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

RunPod MCP Server

This Model Context Protocol server enables interaction with RunPod's REST API through Claude or other MCP-compatible clients, providing tools for managing pods, endpoints, templates, network volumes, and container registry authentications.

MCP Server Guide & Examples

以下是一个关于用 Python 和 TypeScript 构建模型上下文协议 (MCP) 服务器的综合指南和示例实现。 (Alternatively, if you prefer a more concise translation:) Python 和 TypeScript 构建模型上下文协议 (MCP) 服务器的综合指南及示例实现。

MisarMail

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging, deliverability monitoring, and analytics.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

mcp-ssh-toolkit

A Model Context Protocol server for executing commands via SSH on remote servers and groups using secure authentication and regex-based command policies. It supports hot-reloading configurations and both sequential and parallel command execution across multiple named hosts.

DSR Processor MCP Server

Enables conversational processing of Daily Status Reports (DSR) by extracting, validating, and storing data from JSON, DOCX, and XLSX files in IBM Cloud Object Storage. It provides a human-in-the-loop workflow for batch file processing and schema validation directly within MCP-compatible clients like Claude Desktop.

Google Sheets MCP Server

Provides comprehensive Google Sheets integration for creating, reading, updating, and managing spreadsheets programmatically via tools like batch updates and range operations. It enables automated workflows for data analysis, project management, and synchronization within the Model Context Protocol.

🏓 MCP Ping-Pong Server with FastAPI

🏓 一个实验性和教育性的乒乓球发球应用程序，演示了通过 FastAPI 进行的 MCP (模型上下文协议) 调用。

Practera MCP Server

An integration server that allows AI models to query Practera's GraphQL API for learning data, enabling LLMs to analyze and manipulate educational projects and assessments.