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Enables MCP clients to execute Python code on Google Colab GPU/TPU runtimes via the official Colab CLI, with session, file, and package management capabilities.

Provides live AIS vessel positions from datalastic.com, enabling querying of vessel data through natural language via the Pipeworx MCP gateway.

Selenium Grid MCP server for browser automation (mirror)

Open-source MCP server that audits websites for AI search readiness, providing deterministic scoring (0-100) and prioritized fix lists for metrics like JSON-LD, llms.txt, heading hierarchy, and AI crawler access.

An MCP server for fetching and transforming web content into various formats.

Enables Cursor AI to interact with MySQL databases through natural language, supporting SQL queries, table schema retrieval, and data operations.

An MCP chatbot server that answers questions about a Reinforcement Learning graduate project by dynamically selecting and calling structured tool functions to retrieve precise project data, including training rounds, hyperparameters, and infrastructure details.

Enables generating presentations, documents, webpages, and social posts via Gamma's API with full parameter surface including templates, folders, headers/footers, and email sharing.

Macau AMCM MCP — daily interbank FX mid-rates for the Macau pataca (MOP)

Provides institutional-grade DeFi vault risk intelligence using the Vector Risk Framework. Search and filter vaults by chain, protocol, asset, and risk tier. Compare vaults side-by-side on TVL, APR, and risk scores. Run due diligence, assess portfolio risk, and track security incidents across major DeFi protocols.

Enables AI agents to audit, manage, and optimize Frigate NVR configurations, including LPR tuning and recording management.

MCP server implementation by Wyatt Johnson that provides AI assistants with read-only access to macOS iMessage data through six specialized tools for searching messages, retrieving conversations, and accessing contact information. Built as a Deno monorepo with two packages - a core library for direct iMessage database access and an MCP server wrapper - the implementation directly queries the macOS Messages SQLite database and AddressBook databases using functional programming patterns with comprehensive pagination support. The server handles Apple's unique timestamp format conversion, decodes NSAttributedString message content, normalizes phone numbers for iMessage handle matching, and includes lazy database initialization with proper error handling, making it valuable for users wanting conversational access to their message history, contact correlation, and message analytics without requiring complex database knowledge or manual file access.

Enables listing thematic groups/categories on data.gov.ie (Ireland's national open-data portal) via the CKAN API.

Enables AI agents to access live weather data from Environment and Climate Change Canada via the GeoMet API.

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

Enables AI agents to search and monitor Dutch and Belgian classifieds (Marktplaats and 2dehands) for listings, seller profiles, and categories.

Enables AI clients to create and manage Jira tickets for Agile backlog items through natural language commands, integrating structured backlog generation with Jira board actions.

Enables searching and accessing ArXiv research papers with advanced query capabilities, and provides sequential thinking tools for structured problem-solving. Supports Boolean operators, field-specific searches, author lookups, and dynamic thought processes through a modular Docker-based architecture.

Enables chat with Claude AI via terminal, supporting document retrieval, command-based prompts, and extensible tools through the Model Context Protocol.

Streamline Todoist task management from your workflow. Create, update, move, complete, and delete tasks with natural filters like today or overdue, and manage projects, sections, and labels. Plan your day or week with quick-add, daily review, and project overview prompts.