Discover Awesome MCP Servers

Outscraper MCP Server

A Model Context Protocol server that provides access to Outscraper's data extraction services, implementing 8 tools for extracting data from Google services and domains including Maps, Reviews, Search, and contact information.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.

🚀 Model Context Protocol (MCP) Server Python Template 🐍

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Ollama_MCP_Guidance

一个模型上下文协议服务器，为与 Ollama API 交互提供标准化接口，提供 JSON 响应、错误处理以及针对基于 LLM 的 API 调用的智能指导。

Newsbang MCP

Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides access to real-time news intelligence through three essential tools: get_today_top_news,search_news,get_news_deep_report_and_analysis

Test MCP Server

MCP服务器功能的测试仓库

mcpo-docker

好的，这是将您提供的英文文本翻译成中文的结果： 一个用于 mcpo 的 Docker 镜像示例。mcpo 是一个工具，可以将 MCP（模型上下文协议）服务器暴露为与 OpenAPI 兼容的 HTTP 端点，以供 OpenWebUI 使用。 Here's a slightly more nuanced translation, depending on the context: **更细致的翻译 (取决于上下文):** * **Option 1 (Emphasis on practical use):** 一个用于 mcpo 的 Docker 镜像示例，它能将 MCP (模型上下文协议) 服务器转换成 OpenAPI 兼容的 HTTP 接口，方便 OpenWebUI 使用。 (This emphasizes the ease of use for OpenWebUI) * **Option 2 (More technical):** 一个 mcpo 的 Docker 镜像示例，用于将 MCP (模型上下文协议) 服务器以 OpenAPI 兼容的 HTTP 端点形式暴露出来，以便与 OpenWebUI 集成。 (This is more technically accurate) The best option depends on the intended audience and the specific purpose of the translation. The first translation is generally more accessible.

Zoho Inventory MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Inventory (beta): https://www.cdata.com/download/download.aspx?sku=KZZK-V&type=beta

AI-Powered MCP Server

A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.

Playwright MCP

Enables AI assistants to interact with web browsers in real-time through Playwright, providing DOM access, screenshots, and interaction recording to generate accurate, context-aware test scripts.

MCP Server Kubernetes

Enables comprehensive Kubernetes cluster management through kubectl operations, Helm chart deployments, pod troubleshooting, and node management. Supports both read-only and full cluster administration capabilities with built-in safety features.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

Polymarket MCP Server

Enables access to Polymarket's prediction markets for analyzing market probabilities, trading activity, and event outcomes across politics, sports, crypto, and other categories through natural language queries.

Context Bank MCP

一个 MCP 服务器，通过 API 提供查询 AtherOS 知识库的接口，允许用户创建聊天会话并发送查询以检索信息。

Python Code Review MCP Agent

Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.

Capacities MCP Server

Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.

Typesense MCP Server

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GNS3 Network Simulator MCP Server

Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.

my-mcp-server

使用 mcp-framework 构建 AI 工具的原型

MCP Git/PR Assist

Enables Git and GitHub pull request operations through Claude AI, including repository management, branch operations, commits, and PR creation/commenting. Streamlines development workflows by providing Git commands and GitHub API integration through natural language interactions.

X MCP Server

Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, allowing users to manage bookmarks, create tweets, and access user information with encrypted token storage and automatic refresh.

Cancellation Analyzer MCP Server

A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.

IMCP - Insecure Model Context Protocol

IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real

ens-mcp

About An MCP server that resolves, analyzes, and contextualizes ENS domain activity.

MCP Ping Server

Provides a ping tool to check connectivity and measure latency to any hostname or IP address across platforms.

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