Discover Awesome MCP Servers

Sentiment Evolution Tracker

An enterprise-ready MCP server that provides persistent sentiment analytics, churn prediction, and automated risk alerting for customer conversations. Enables Claude to track sentiment trends, detect at-risk customers, generate reports, and maintain historical context across interactions.

arxiv-mcp

Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.

agenthold

Shared versioned state for multi-agent AI workflows. An MCP server.

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.

Xdebug MCP Server

Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.

gemini-media-mcp

Unified MCP server for Gemini media generation --Nano Banana (images), Veo 3.1 (video), TTS, and Lyria 3 (music). Single Go binary, 12 tools, supports Gemini API key and Vertex AI.

MCP Test DB Server

Enables interaction with a PostgreSQL database through MCP tools for employee management. Supports listing and adding employees via natural language chat interface with LLM integration.

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.

memory-mcp

An MCP server that stores project memory in Supabase, allowing AI tools to persist context, notes, and decisions across sessions. Enables Claude Code, Codex, and similar assistants to maintain long-term project continuity through persistent memory storage.

MCP Stdio Server

A Model Context Protocol server that provides tools for mathematical calculations and directory listing, alongside prompt templates for code reviews and explanations. It enables file system access and resource reading through stdio transport.

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.

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.

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.

Contract Inspector MCP

A local Ethereum contract analysis tool that retrieves on-chain information, integrates Etherscan and RPC data, and automatically executes view functions to provide comprehensive contract insights.

Simple FastMCP Server

A minimal demonstration MCP server that provides basic mathematical addition and greeting functionality, serving as a template for building and deploying FastMCP servers.

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.

MCP Safari Server

A server that provides AI assistants programmatic control of Safari browser on macOS for web automation, testing, and debugging.

🔒 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 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

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.

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.