Discover Awesome MCP Servers

Scan QRCode MCP Server

Enables decoding QR codes from images provided as either base64 data URLs or HTTP(S) image URLs. Supports common image formats and returns the decoded text content with clear error handling.

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.

MCP Server Template

A production-ready Python scaffold for building Model Context Protocol (MCP) servers using FastMCP. It provides a structured framework for developers and AI agents to rapidly develop, test, and manage custom tools and workflows.

Lumino

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

Magic UI MCP Server

ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.

Postman MCP Server

Enables interaction with Postman workspaces, collections, requests, responses, and monitors through the Postman API. Allows users to manage API collections, create and update requests/responses, and execute monitors directly from chat.

Chaos Mesh MCP Server

Enables AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters through Chaos Mesh. Supports creating and managing 24 types of chaos experiments including network failures, stress tests, pod disruptions, and I/O faults through natural language conversations.

Loki MCP Server

Một giao diện MCP cho phép các trợ lý AI truy vấn và phân tích nhật ký Grafana Loki bằng LogQL, có hỗ trợ xác thực và nhiều định dạng đầu ra khác nhau.

🧠 serverless-mcp-server

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) siêu đơn giản được triển khai trên AWS Lambda và hiển thị thông qua Amazon API Gateway, được triển khai bằng Serverless Framework.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

CreatorDB MCP Server

Provides comprehensive influencer marketing data from Instagram, YouTube, and TikTok via the CreatorDB Headless API V3. It enables advanced creator search, profile analysis, and access to performance metrics and audience demographics.

Gemini MCP Server

Enables integration with Gemini AI through Claude Code, providing tools to execute queries to Gemini including basic requests and unsafe operations with auto-confirmation.

Ramp Developer MCP Server

Enables AI assistants to access Ramp's developer documentation and API schemas through natural language queries. Provides contextual answers about API endpoints, authentication methods, data relationships, and implementation patterns for developers building on Ramp's platform.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and getting weather data. Provides a foundation for building custom MCP servers with tools, prompts, and resources that can be deployed to Vercel's serverless platform.

MyGenome

Personal Genome Exploration

Consumer Complaint Database MCP

A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.

mcp-libsql

mcp-libsql

UNO Game MCP Server

An MCP server that enables LLMs to participate in a multi-player UNO card game by providing tools for playing cards, drawing from the deck, and monitoring game state. It uses Redis or local file storage to synchronize gameplay across multiple processes and support turn-based interactions.

Aibolit MCP Server

A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces programmatically, providing comprehensive tools for cluster management, notebook operations, job orchestration, Unity Catalog data governance, user management, permissions control, and FinOps cost analytics.

MCP MetaTrader 4 Server

A cross-platform integration server that enables interaction with the MetaTrader 4 trading platform for account management, market data retrieval, and order execution. It facilitates remote Expert Advisor development, compilation, and backtesting through an HTTP bridge and specialized MQL4 scripts.

mcp-my-apple-remembers

A simple MCP server that recalls and saves memories from and to Apple Notes.

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables users to create custom tools accessible through Claude Desktop or the Cloudflare AI Playground.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

Supabase MCP Server

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) cho phép truy vấn các đề xuất tính năng từ cơ sở dữ liệu Supabase, cho phép các công cụ AI như Cursor và Claude truy cập và hiển thị dữ liệu yêu cầu tính năng.

ARC MCP Server

A Node.js server that hosts AI agents and manages integrations with various data sources like Supabase, supporting automated database setup and deployment to Vercel.

Web URL Reader MCP Server

Enables fetching and reading content from web URLs through a configurable proxy prefix. Uses curl to retrieve webpage content and return it as text for analysis or processing.

ClimateTriage MCP Server

Cho phép người dùng tìm kiếm và lọc các vấn đề mã nguồn mở liên quan đến các dự án biến đổi khí hậu và bền vững thông qua API ClimateTriage.