Discover Awesome MCP Servers

AlibabaCloud MCP Server

A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.

Superlines MCP Server

Enables querying Superlines AI visibility analytics data to track brand performance, citations, and competitor insights across AI-powered search engines like ChatGPT, Perplexity, Gemini, and Claude.

ITMCP

Secure network administration MCP server that enables AI assistants to safely execute networking commands like SSH, ping, and DNS lookups inside a Docker container sandbox.

mcp-server-taiwan-aqi

Để lấy dữ liệu hiện tại và 24 giờ qua từ các trạm quan trắc chất lượng không khí ở Đài Loan (Trung Hoa Dân Quốc), bạn có thể sử dụng các nguồn sau: * **Trang web của Cơ quan Bảo vệ Môi trường (EPA) Đài Loan:** Trang web này thường cung cấp dữ liệu chất lượng không khí theo thời gian thực và lịch sử. Bạn có thể tìm kiếm trang web này bằng cụm từ "Taiwan EPA air quality" trên Google. * **API của EPA Đài Loan:** Nếu bạn muốn tự động lấy dữ liệu, EPA Đài Loan có thể cung cấp API (Application Programming Interface) cho phép bạn truy cập dữ liệu chất lượng không khí. Bạn cần tìm hiểu về API này trên trang web của EPA và có thể cần đăng ký để sử dụng. * **Các ứng dụng và trang web bên thứ ba:** Có nhiều ứng dụng và trang web cung cấp dữ liệu chất lượng không khí từ Đài Loan, thường lấy dữ liệu từ EPA. Ví dụ: * **AirVisual:** Ứng dụng và trang web phổ biến cung cấp dữ liệu chất lượng không khí toàn cầu. * **PurpleAir:** Mạng lưới cảm biến chất lượng không khí giá rẻ, có thể cung cấp dữ liệu chi tiết ở một số khu vực. **Lưu ý:** * Dữ liệu có thể được cập nhật theo các khoảng thời gian khác nhau (ví dụ: hàng giờ). * Các chỉ số chất lượng không khí thường được sử dụng bao gồm PM2.5, PM10, Ozone (O3), Nitrogen Dioxide (NO2), Sulfur Dioxide (SO2), và Carbon Monoxide (CO). * Hãy kiểm tra nguồn dữ liệu để đảm bảo tính chính xác và độ tin cậy. Chúc bạn tìm được dữ liệu mình cần!

Literature Manager MCP

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.

Cloudflare Remote MCP Server

A template for deploying remote Model Context Protocol servers to Cloudflare Workers without authentication. It enables the creation of custom tools accessible through clients like Claude Desktop and the Cloudflare AI Playground.

Salesforce Order Concierge

Enables Claude Desktop to interact with Salesforce for order management, including checking order status, creating returns, managing cases, and sending Slack notifications for customer service operations.

Talon MCP

An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.

bet-mcp

Football bets mcp

mcp-snowflake-server-no-write-system-prompt

MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

CoinStats MCP Server

MCP Server for the CoinStats API. Provides access to cryptocurrency market data, portfolio tracking, and news.

aws-helper MCP Server

A Model Context Protocol server that implements a simple notes system, allowing users to create, list, and summarize text notes.

GovNavigator

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

MCP Data Visualization Server

Enables creating interactive data visualizations from natural language queries using DuckDB for local databases or Databricks for enterprise data warehouses. Supports multiple chart types, CSV imports, SQL queries, and automatic statistical analysis through Claude Desktop.

ImageEditorMCPServer

A TypeScript-based MCP server that enables image editing operations including brightness adjustment, cropping, and compression through natural language commands.

MCP Haystack Demo

Dùng thử cách sử dụng Máy chủ MCP trong một Đường ống Haystack.

ChatPPT-MCP

A multi-document RAG engine server that enables intelligent querying and analysis of PPT documents using the Model Context Protocol (MCP).

AGI MCP Server

A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.

CRM Employee Management MCP Server

Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.

BIP MCP Server

Enables AI-powered natural language queries about BIT Information Portal (BIP) data by integrating with BIP APIs through session management. Uses Google Gemini to intelligently route questions to appropriate endpoints and generate contextual answers about students, departments, courses, faculty, and achievements.

Personal Research Assistant MCP

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

GTEx MCP Server

Enables AI assistants to query and analyze genomics data from the GTEx Portal through 25 specialized tools for gene expression analysis, eQTL/sQTL associations, and genetic variant lookups across 54 human tissue types.

PostgreSQL MCP Server

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

cURL MCP Server

Enables LLMs to make HTTP requests using structured cURL commands with support for multiple authentication methods, custom headers, and comprehensive request/response control.

GitLab MCP for Code Review

An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

AMap Weather MCP

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

Remembra

Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. Self-hosted. 100% on LoCoMo benchmark.

OpenAI and Claude MCP

A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

PostgreSQL MCP Server

A production-ready MCP server that enables chatting with PostgreSQL databases via Cloudflare Workers with GitHub OAuth authentication.

TrueNAS Core MCP Server

A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.