Discover Awesome MCP Servers

mcp-cloudwatch-tracker

MCP Server for tracking logs with AWS CloudWatch

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

Invoices Generator MCP Server

Provides access to the Invoices Generator API to create professional, customizable invoices with detailed buyer, seller, and service information. It supports multiple languages, currencies, and tax configurations through a standardized tool interface.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

SnelStart MCP Server

Enables seamless integration with SnelStart accounting data, allowing users to manage multiple administrations, process invoices, and handle bookings through the B2B API. It supports comprehensive read/write operations, VAT summary generation, and document processing for UBL invoices and bank statements.

MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp các công cụ, tài nguyên và gợi ý chào hỏi, minh họa tương tác máy khách-máy chủ bằng TypeScript.

Calculator MCP

Một máy chủ giao thức ngữ cảnh mô hình (Model Context Protocol) cung cấp các chức năng máy tính cơ bản cho các LLM (mô hình ngôn ngữ lớn), cho phép chúng thực hiện các phép toán như cộng, trừ, nhân, chia, chia lấy dư và căn bậc hai.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving with dynamic revision and branching capabilities. Supports breaking down complex problems into manageable steps while allowing course corrections and alternative reasoning paths.

Dynamic Form MCP

A server that implements the Model Context Protocol for managing dynamic forms, allowing users to create, retrieve, and handle responses for web forms via the @dynamicfrm/js library.

MCP Imagen Server

Enables text-to-image generation, style transfer, background removal, and automatic image cropping using Google's Imagen AI models through the Model Context Protocol.

🔒 Minimal Entra ID-authenticated MCP Server

Bản demo này trình bày cách sử dụng Entra ID với các máy chủ MCP mà không cần truyền mã thông báo truy cập (access token) trực tiếp.

MCP Blog API

A simple blog API service built with FastMCP that allows users to fetch all blogs, search for blogs by title, and add new blog posts.

Core Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document management, folder operations, metadata handling, search, and content extraction through a standardized interface.

ComfyUI MCP Server

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

MOF Tools MCP Server

A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

Notes MCP Server

Enables creating and managing text notes through MCP resources and tools. Provides note creation capabilities and automatic summarization of all stored notes.

bigread-mcp

Calculates optimal chunk offsets for large files to bypass Claude Code's 50K character truncation limit while maintaining native Read/Edit/Write compatibility. It allows the AI to seamlessly re-read files in correctly-sized pieces by providing a specific reading plan.

MCP Dockhand

Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructure through AI assistants. It enables comprehensive control over containers, stacks, networks, and volumes across multiple environments and hosts.

FieldEdge MCP Server

Provides comprehensive access to the FieldEdge field service management platform through over 87 tools and 16 React applications. It enables users to manage customers, jobs, scheduling, and invoicing through natural language or integrated UI components.

Jumpserver MCP Server

mcp-jumpserver is the Model Context Protocol (MCP) server implementation for JumpServer.

GitHub Copilot Response Time Statistics MCP Server

Enables users to measure, track, and compare response times of GitHub Copilot and other AI models. Provides statistical analysis and performance comparison tools for evaluating AI model efficiency.

alderpost-mcp

MCP server for Alderpost Intelligence API — 8 x402 endpoints bundling premium data sources (VirusTotal, People Data Labs, Hunter.io, AbuseIPDB, SSL Labs, NIH RxNorm) into scored intelligence responses. Pay per call via USDC on Base.

Scribbletune MCP Server

Enables AI agents to generate MIDI clips from natural language descriptions and export them for import into digital audio workstations. Wraps Scribbletune to provide music composition tools for creating riffs, chords, and arpeggios with scale-aware progressions, rhythmic patterns, and genre-specific parameters.

FxKit MCP Server

Provides comprehensive documentation, code examples, and implementation assistance for the FxKit C# functional programming library. It enables AI models to search API references and access pre-configured prompts for functional patterns like Option, Result, and railway-oriented programming.

RagAlgo MCP Server

Provides access to Korean financial news and market data (stocks and crypto) with AI-ready mathematical scoring to prevent hallucinations. Includes tools for news retrieval, chart analysis, financial statements, tag matching, and trend analysis.

vphone-mcp

Enables programmatic control and AI-driven E2E testing of iOS virtual machines by exposing display, touch input, and navigation tools. It provides hardware key emulation, app navigation, and raw touch interactions with inline screenshot feedback for real-time visual context.

Gemini Collaboration MCP Server

Enables Claude to collaborate with Gemini for code reviews, second opinions, and iterative software development. It facilitates multi-step workflows including PRD creation and code generation through an AI orchestration framework.

OpenWebUI MCP Server

A bridge between LLMs and OpenWebUI workspaces that enables managing projects, notes, and knowledge bases. It supports safe project configuration updates through a propose-evaluate-apply workflow and direct file uploads to knowledge bases.