Discover Awesome MCP Servers

Unbundle OpenAPI Specs MCP

Unbundle OpenAPI Specs MCP

Roblox Documentation MCP Server

Enables AI agents to intelligently search and retrieve Roblox documentation through semantic search and vector embeddings, providing natural language access to complete Roblox Creator Documentation.

Property Price Search MCP Server

Máy chủ MCP Tìm kiếm Giá Bất động sản Vương quốc Anh

Inventory Analysis MCP Server

Connects to Odoo ERP to provide comprehensive inventory analysis, including demand forecasting, ABC/XYZ classification, and stock level monitoring. It enables users to identify slow-moving items and generate turnover or aging reports through natural language queries.

ebenova-fieldops-mcp

Field operations agent API for task management, geo-tracking, and team coordination. Built for African logistics, delivery, and field service teams.

Rancher MCP Server

Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.

SiteScore MCP Server

Provides comprehensive website auditing for SEO, performance, accessibility, and security using AI-powered analysis. It enables users to generate detailed audit reports and actionable improvement suggestions for any given URL.

AI-powered chat system with multiple MCP servers.

AI-powered Chat System with multiple MCP servers.

Transport Department Puducherry MCP Server

An MCP server that enables interaction with the Transport Department of Puducherry's API services through natural language, providing access to transportation-related data and operations.

Logpush MCP

Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buckets. Supports searching logs with filters, viewing statistics, accessing errors, and browsing logs by date and environment.

CONTAM MCP

A Windows-based MCP server that exposes NIST's CONTAM simulation tools and ContamX bridge-mode controls to AI agents. It enables automated airflow and contaminant transport modeling, including project inspection, simulation execution, and real-time bridge session management.

Food Tracker MCP

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) đơn giản kết nối Claude AI với cơ sở dữ liệu OpenFoodFacts để tạo ra một trợ lý dinh dưỡng thông minh.

Brazilian CEP MCP

Một máy chủ MCP cho phép truy vấn thông tin địa chỉ chi tiết từ mã bưu chính (CEP) của Brazil thông qua API ViaCEP, trả về dữ liệu như tên đường phố, khu phố, thành phố, tiểu bang, khu vực và mã IBGE.

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

MCP Weather Server

Enables users to search for location coordinates, retrieve current weather data, and stream real-time weather updates using the Open-Meteo API. Supports location search by city name and provides detailed weather information including temperature, wind speed, and weather conditions.

Memory Context Provider Server

Một máy chủ quản lý ngữ cảnh hội thoại cho các tương tác LLM, lưu trữ các lời nhắc gần đây và cung cấp ngữ cảnh phù hợp cho mỗi người dùng thông qua các điểm cuối REST API.

IBM Core Content Services MCP Server

Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

neo4j-server-remote

Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

Tích hợp các công cụ Giao thức Ngữ cảnh Mô hình (MCP) với Microsoft Semantic Kernel để xây dựng quy trình làm việc dựa trên AI. Dự án C# này kết nối các máy chủ MCP với Semantic Kernel, cho phép LLM gọi các công cụ bên ngoài một cách liền mạch. Cung cấp mã ví dụ cho các nhà phát triển khám phá việc điều phối AI với .NET.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

MCP PDF Reader

A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

melrōse musical expression player

melrōse musical expression player

Maestro MCP

Máy chủ MCP cho Maestro

yagms

Máy chủ MCP Gmail khác

ServiceFusion MCP Server

Enables AI agents to interact with ServiceFusion's field service management platform through standardized MCP operations. Supports complete customer and job management including creating work orders, managing customer records, and accessing service data with OAuth 2.0 authentication.

Telegram Bot MCP

Enables AI assistants to send messages and interact with Telegram chats through MCP tools, with support for user management, conversation history, and bot command handling.

RevitMCP - Revit自然语言交互

Máy chủ MCP và Plugin cho Revit.

Quantum Code Validator

An MCP server that provides static validation and documentation lookup for quantum computing libraries, currently supporting PennyLane. It allows users to verify quantum code syntax and method usage against official library documentation to ensure correct implementation.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.