AI & ML

A multi-language testing automation server that enables AI assistants to discover, plan, and execute tests across Python, JS/TS, Go, Rust, Java, and Ruby.

An MCP server for high-quality image generation using Google's Imagen models and other providers like OpenAI via the Nexos.ai platform, supporting both single and batch generation workflows.

A lightweight MCP server that interfaces with the icanhazdadjoke.com API to fetch random jokes, search jokes by keyword, or retrieve specific ones by ID.

Enables comprehensive content analysis through web scraping, document processing (PDF, DOCX, TXT, RTF), screenshot analysis, and local Excel database management. Provides intelligent workflows for extracting, analyzing, and storing content from multiple sources with automated categorization and search capabilities.

A production-ready revenue intelligence platform that integrates ML insights into business workflows for sales and customer success teams, providing lead scoring, churn detection, and model observability.

An unofficial MCP server connecting LLMs to the MLIT (Ministry of Land, Infrastructure, Transport and Tourism) Data Platform API, enabling conversational search and retrieval of Japanese infrastructure and geographic data.

A management system for multiple MySQL databases that provides tools for schema exploration, SQL execution, and natural language query translation.

MCP (Model Context Protocol) Server. Enables AI systems to receive and process neural signals from multiple EEG devices through real-time signal processing, providing brain activity data for more intuitive human-AI interactions.

A Chrome extension-based MCP server that enables AI assistants to directly control your browser, leveraging existing user sessions, login states, and automation tools without needing separate browser instances.

A specialized MCP server for parsing, indexing, and analyzing investment statements from institutions like Questrade using natural language and structured queries. It provides advanced portfolio analytics including Monte Carlo simulations and hybrid vector/SQL storage.

MCP server with intelligent memory management and file monitoring that enables context-aware AI assistance across multiple LLM providers (Grok, OpenAI, Claude, Ollama) with persistent memory of interactions and real-time file system changes.

A comprehensive Model Context Protocol server for the Unity Editor, providing AI agents with full control over scene hierarchies, asset management, play mode simulation, and real-time object manipulation.

A comprehensive GitHub integration for Claude Desktop that enables full repository management, issue tracking, and file operations through natural language.

A TypeScript-based MCP server that integrates Alibaba's DashScope platform, offering AI chat capabilities and a web-based interface for interacting with large language models.

A specialized MCP server for Amsterdam cinema goers that scrapes filmladder.nl to provide real-time movie listings, fuzzy-matched showtimes, and personalized film recommendations.

Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…

Enables AI assistants to interact with Basecamp projects through natural language commands. Supports managing projects, to-do lists, messages, and creating tasks with full content rendering capabilities.

A Cloudflare Workers-based MCP server that extracts clean, structured Markdown content from web pages using the WebforAI library, optimized for AI model consumption.

An ArXiv research assistant that enables searching papers, extracting key findings (Problem, Method, Result), and performing advanced data analysis like topic modeling and author network visualization.

Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.

A crash course for Python developers on building and integrating Model Context Protocol (MCP) servers into production applications and agent systems.

VibeTasks MCP Server for Claude Code, Cursor, and AI coding tools. Status-based task management: todo → vibing → done.

An MCP server that interfaces with Replicate's Flux 1.1 Pro model to provide high-quality image generation capabilities directly within AI workflows.

MCP Server for Driflyte (https://console.driflyte.com): https://github.com/serkan-ozal/driflyte-mcp-server The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

A comprehensive MCP server that provides AI assistants with full access to the Examplary exam management API, enabling automated exam creation, AI-powered grading, and workspace organization.

Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

A comprehensive MCP server enabling AI agents to interact with the Thenvoi platform for agent management, chat room operations, and message lifecycle tracking. It supports both Agent and Human API workflows for seamless multi-agent and user collaboration.

An MCP server for the Connectivity Management Platform (CMP) API, allowing users to query SIM card lists with advanced filtering and retrieve detailed SIM information including usage statistics.

A comprehensive MCP server for managing Vapi AI voice agents, enabling creation and scheduling of phone calls, assistant management, and phone number configuration directly through Claude.