Discover Awesome MCP Servers

ifly-spark-agent-mcp

Đây là một ví dụ đơn giản về cách sử dụng MCP Server để gọi chuỗi tác vụ của Nền tảng iFlytek SparkAgent.

TreeBeam MCP Server

Enables AI assistants to interact with the TreeBeam financial management and accounting platform. Users can list organizations and projects using secure OAuth 2.0 authentication integrated directly into their AI conversation.

custom_mcp_server

Building custom MCP server

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

Sigma MCP Server

An MCP server that provides Sigma rule validation and configuration capabilities for AI assistants. It enables users to validate Sigma detection rules against various validators and manage validator configurations through MCP tools and resources.

WCAG MCP Server

Provides comprehensive access to WCAG 2.2 accessibility guidelines, including all 87 success criteria with full Understanding documentation, 400+ techniques, glossary terms, and ACT test rules from official W3C data.

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

Git Spice Help MCP Server

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) tích hợp với Cursor IDE để cung cấp khả năng tìm kiếm tài liệu git-spice theo thời gian thực.

UniFi MCP Server

Enables comprehensive management of UniFi Network infrastructure through 24 tools for monitoring and controlling devices, clients, wireless networks, security, and guest access. Supports network administration tasks like device restarts, client blocking, WLAN configuration, and backup creation.

MCP Server + Private Registry

Provides an MCP server with a fetch_url tool for making HTTP requests alongside a private registry for hosting and managing server metadata. The registry implements the official MCP OpenAPI specification using a Hono-based REST API and SQLite.

Llama 4 Maverick MCP Server

Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.

MCP Handoff Server

Facilitates seamless collaboration between AI agents by providing tools for structured task handoffs, progress tracking, and documentation management. It allows agents to create, update, and archive handoff documents to ensure continuity across complex workflows.

Mowen Notes MCP Server

Enables interaction with Mowen Notes to create, edit, and manage rich text content including file uploads and internal note links. It allows users to manage their notes directly within MCP-compatible environments like Cursor or Claude Desktop.

Eventfinda MCP

Provides access to event data from the Eventfinda API, allowing AI agents to search for events by location and retrieve detailed information including descriptions, dates, addresses, and ticket details.

asterpay-mcp-server

MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics, and utilities accessible to AI agents via Model Context Protocol. 13 pay-per-call endpoints on Base network, $0.001 USDC each. EUR settlement for AI agent commerce.

SNC Cribl MCP

Enables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.

OracleDB MCP Server

Enables LLMs to interact with Oracle Databases by providing specific table and column metadata as context. Users can generate SQL statements and retrieve query results directly through natural language prompts.

SEC EDGAR MCP

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho SEC EDGAR

Weather MCP Server

A Model Context Protocol (MCP) server that provides real-time weather alerts and forecasts from the US National Weather Service.

Renpho MCP Server

Provides access to body composition data from Renpho smart scales, enabling users to query weight, BMI, body fat percentage, muscle mass, and other health metrics with trend analysis over customizable time periods.

Claude-NWS Protocol Bridge

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.

MOIDVK

A comprehensive Model Context Protocol (MCP) server that provides 37+ intelligent development tools across JavaScript/TypeScript, Rust, and Python with security-first design and high-performance features.

Basic MCP Application

Một ứng dụng đơn giản minh họa tích hợp Giao thức Ngữ cảnh Mô hình (MCP) với FastAPI và Streamlit, cho phép người dùng tương tác với LLM thông qua một giao diện rõ ràng.

aws-mcp-cloud-dev

AI-powered cloud development with AWS MCP Servers

mpc-test

MCP server that exercises all the features of the MCP protocol

FL Studio MCP Server

Enables AI assistants to control FL Studio through MIDI communication, providing transport control, mixer adjustments, channel rack manipulation, plugin parameter automation, and piano roll note editing capabilities.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

Bar Assistant MCP Server

Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant instances with natural language search, similarity matching, batch processing, and ingredient analysis capabilities.

Garak-MCP

Máy chủ MCP cho Trình quét lỗ hổng Garak LLM https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

tactual-mcp

Screen-reader navigation cost analyzer. Measures how hard it is for assistive-technology users to discover, reach, and operate interactive targets on the web.