Discover Awesome MCP Servers

MCP Filesystem Server

Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.

agentdeals

Search and compare free tiers, credits, and pricing changes across 1,500+ developer tools. 8 MCP tools for infrastructure decisions, cost estimation, and vendor comparison.

AdsPower LocalAPI MCP Server Python

使用 AdsPower LocalAPI 的 MCP 服务器

grok-mcp

Integrates Grok AI into Claude Code to enable real-time X/Twitter search and deep analysis of social media links. It supports a dual-mode architecture featuring a browser-based free mode for SuperGrok subscribers and a cost-controlled API mode.

Orcho MCP Server

Provides real-time security risk assessment for AI coding prompts, analyzing potential dangers, blast radius, and complexity before code execution in Cursor.

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks such as navigation, clicking, and taking screenshots by running Playwright on Cloudflare Workers. It allows models to interact with the web through a set of browser control tools across platforms like Claude Desktop and GitHub Copilot.

symbols

A fast, polyglot source code intelligence CLI. Extract symbols, parse imports, trace dependencies, and analyze impact — all from the command line.

AI Agent Timeline MCP Server

Provides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and session tracking.

Book Recommendation MCP Server

Provides personalized book recommendations through OpenRouter and ChatGPT based on user preferences for genres, book length, and topics of interest.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

Webscan

启用网络内容扫描和分析，通过使用页面抓取、链接提取、站点爬行等工具，从网页中获取、分析和提取信息。

CODESYS MCP Toolkit

A Model Context Protocol server that enables seamless interaction between MCP clients (like Claude Desktop) and CODESYS V3 programming environments, allowing automation of project management, POU creation, code editing, and compilation tasks.

colacloud-mcp

Provides access to over 2.5 million US alcohol label records from the TTB via the COLA Cloud API. It enables users to search for labels by brand, barcode, or permit holder and retrieve detailed product information including label images and ABV.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

opencode-mcp

An MCP server that enables discovery and interaction with multiple OpenCode instances across different machines using SSH reverse tunnels. It provides tools for listing instances, managing chat sessions, and sending messages to remote coding environments.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create and customize their own remote MCP tools that can be accessed from Claude Desktop or AI playgrounds.

google-calendar-mcp-app

Provides a comprehensive suite of Google Calendar tools featuring 15 interactive UI screens for managing schedules, creating events, and visualizing availability directly within AI chat interfaces. It enables users to interact with their calendar through visual components like heatmaps, event forms, and multi-view calendar grids.

Loc Knowledge Graph Memory Server

Enables Claude to remember information about users across chats using a persistent local knowledge graph that stores entities, relationships, and observations.

GoHighLevel MCP Server

Connects GoHighLevel sub-accounts to AI models with over 260 tools for managing contacts, messaging, sales pipelines, and marketing automation. It enables users to automate complex CRM operations and business tasks through natural language interfaces like Claude Desktop.

SamiGPT

An AI-powered security operations platform that integrates with SIEM, EDR, and case management systems via MCP to automate incident response and investigation workflows. It provides specialized tools for alert triage, threat intelligence enrichment, and endpoint remediation across vendor-neutral APIs.

MCP Commands

好的，这是将 "A Ruby on Rails MCP server with file operation commands" 翻译成中文的几种选择，根据不同的侧重点： **1. 强调技术细节 (更偏向技术文档):** * **一个使用 Ruby on Rails 构建的 MCP 服务器，带有文件操作命令。** (Yī gè shǐyòng Ruby on Rails gòujiàn de MCP fúwùqì, dài yǒu wénjiàn cāozuò mìnglìng.) **2. 强调功能性 (更偏向用户描述):** * **一个基于 Ruby on Rails 的 MCP 服务器，可以执行文件操作。** (Yī gè jīyú Ruby on Rails de MCP fúwùqì, kěyǐ zhíxíng wénjiàn cāozuò.) **3. 更简洁的说法:** * **带有文件操作命令的 Ruby on Rails MCP 服务器。** (Dài yǒu wénjiàn cāozuò mìnglìng de Ruby on Rails MCP fúwùqì.) **解释:** * **Ruby on Rails:** 保持英文，因为这是一个技术框架的名称。 * **MCP server:** 保持英文，除非你有更具体的中文术语来描述这个服务器的功能。 如果有，请提供，我可以帮你替换。 * **file operation commands:** 文件操作命令 (wénjiàn cāozuò mìnglìng) **选择哪个翻译取决于你的具体需求和目标受众。** 如果你的受众是技术人员，那么第一个或第三个选项可能更合适。 如果你的受众是普通用户，那么第二个选项可能更易于理解。

Tesouro Direto MCP Server

Enables natural language access to Brazilian treasury bond data through the Tesouro Direto API. Query market data, bond details, and search bonds by type, maturity, and other criteria.

Web Search MCP Server

Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retrieval.

Inflation By Api Ninjas

Enables access to current inflation data including monthly and annual inflation percentages using CPI (Consumer Price Index) or HICP (Harmonized Index of Consumer Prices) indicators through the API Ninjas Inflation API.

Apache Airflow MCP Server

Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.

karmada-mcp-server

为 Karmada 准备的 MCP 服务器

Fotocasa1 MCP Server

An MCP server for accessing the Fotocasa1 API to search real estate listings and retrieve detailed property information in Spain. It supports location suggestions, property filtering by type and price, and fetching specific property details.

Kalshi MCP Server

Enables users to search, analyze, and trade on Kalshi prediction markets directly through MCP-compatible clients. It supports portfolio management, market data retrieval, and limit order execution with production-grade authentication and rate limiting.

Task MCP

Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context Protocol. It supports full task lifecycle management including creating, updating, and filtering tasks with automatic timezone handling.