Development Tools

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

Enables managing school attendance records and interacting with GitHub repositories, including committing files, fetching repository information, and marking student attendance status through natural language.

Provides mathematical operation tools including basic arithmetic (add, subtract, multiply, divide), power and square root calculations, and safe evaluation of mathematical expressions.

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

Provides access to E\*TRADE's Market API for retrieving real-time stock quotes, looking up securities, and analyzing option chains with strikes and expirations.

A simple MCP service that allows users to query weather conditions for cities worldwide through the Cursor AI assistant.

Manage videos, playlists, analytics, and monetization for OTT streaming services.

A robust MCP server that enables AI assistants to interface with Telegram for chat management, message automation, and AI-driven conversation summarization.

Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the SketchUp environment.

Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a single conversation context, enabling collaborative workflows like multi-model code reviews, consensus building, and CLI-to-CLI bridging for specialized tasks.

Retrieves historical prediction data, community forecasts, and user comments from Metaculus forecasting platform with strict date filtering to prevent future information leakage for backtesting applications.

Bidirectional MCP integration that allows Strands agents to both expose themselves as MCP servers and connect to other MCP servers as clients, enabling seamless agent-to-agent communication and tool sharing.

McpMux — configure MCP servers once, connect every AI client through one local gateway.

Enables management of Windows servers from Linux through an MCP server with per-user installation. Provides tools to control Windows systems via API with secure credential management.

Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.

Provides weather information through MCP tools integrated with a FastAPI backend, enabling users to query current weather for single or multiple cities and check API health status.

A read-only AWS management server that allows AI models to inspect S3 buckets, EC2 instances, and IAM users while verifying caller identity via AWS SDK v3.

Email management via JMAP — mailboxes, messages, identities, and Sieve scripts

An MCP server that integrates with Templated.io to programmatically generate images from templates using dynamic text and image layers.

AI content generation with 50+ models: image, video, TTS, voice cloning, and more.

Production-grade CLAUDE.md generation with SOLID, testing, and architecture standards.

Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.

Debug your remote Node.js and Next.js applications directly from your AI IDE like Cursor.

A production-ready browser automation server that enables AI assistants to interact with web pages using tools for navigation, element interaction, and data extraction. It features a built-in Inspector UI and robust crash recovery for reliable automated testing and information retrieval.

A travel booking server that enables searching for flights, hotels, and destination recommendations based on user interests and budget. It provides additional tools for calculating total trip costs and retrieving destination-specific travel tips.

Enables natural language control over Ableton Live for generating musical patterns, melodies, and full song arrangements. It also provides tools for sample searching and mixing assistance through an OSC-based connection with Claude Desktop.

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.

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.

An MCP server that provides real-time stock market data and price comparisons from Yahoo Finance, Alpha Vantage, and Finnhub. It enables AI assistants to fetch individual quotes, compare data across multiple sources, and retrieve market metrics for various tickers.