AI & ML

Unified, real-time and historical transit data across NYC—subway, bus, Citi Bike, ferry, and regional rail—exposed through a clean, queryable, AI-friendly interface. It aims to be the most comprehensive source of city transit status, disruptions, and system-level context

An MCP server that enables users to query a 'conclave' of frontier LLMs (GPT, Claude, Gemini, Grok, DeepSeek) for multi-perspective evaluations, peer-ranked responses, and synthesized consensus answers.

An MCP server that empowers AI agents to fetch, track, and act on Bybit announcements efficiently.

Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant with limited vision) locally against AI bots or remotely on the official RBC server at rbc.jhuapl.edu.

Enables AI assistants to interact with physical serial port devices across platforms (Windows COM/Linux tty) with support for asynchronous communication, URC pattern recognition, and structured logging.

Enables web search across Bing, DuckDuckGo, and Google using Playwright automation, with tools for retrieving search results and extracting page text content.

The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & manage contacts

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools for research workflows and OpenAI Deep Research integration.

Enables semantic search and retrieval of information from technical documentation PDFs using RAG-powered natural language queries with Ollama embeddings and LLMs.

Provides secure, sandboxed filesystem operations including reading, writing, listing, searching, and managing files and directories within a configurable working directory with strict security controls.

Enables AI assistants to perform statistical analysis on MySQL databases, generating formatted Excel reports with t-tests and effect sizes, and creating thesis-quality Word documents with AI-powered insights.

Enables AI assistants to interact with the TANSS ticket management system through 237 tools covering tickets, phone calls, chats, IT assets, time tracking, remote support, and ERP operations.

A Python-based MCP server that enables searching for high-energy physics literature on INSPIRE-HEP by title, author, or full text. It provides optimized search results including citations, abstracts, and arXiv links while allowing filters for publication date and collaboration size.

A real-time content safety protection system for large language models that detects and filters risks in both inputs and outputs across compliance, ethics, and security dimensions.

Give Claude Code access to each and every Gemini Pro 3 features, from simple queries to brainstorming and code review, image and video creation and ALL features Gemini 3 has. Also includes a CLI for humans.

With Squidler.io MCP your coding agent can create, run and get the outcome of natural language manual web tests executed by Squidler, fix any problems or user friction that was found.

A safety-first MCP server for Gmail that allows AI assistants to search, read, and manage emails, prioritizing draft creation over direct sending to prevent accidental communications.

An MCP server that resolves decision fatigue by converting a list of choices into an interactive game URL. It helps users make fun and randomized selections for daily dilemmas like choosing what to eat or who should present.

Enables AI agents to interact with SkyFi's geospatial data services for ordering satellite imagery, searching data catalogs, checking pricing and feasibility, and monitoring areas of interest.

Enables legal document analysis using Azure Blob Storage and Anthropic Claude API with streaming capabilities, prompt library management, and document retrieval for PDF files.

Enables AI assistants to act as RPG Game Masters by managing campaign state including characters, inventory, quests, and logs through MCP tools. Supports campaign mutations and provides both MCP and HTTP API access to RPG session data.

Our MCP server provides 15+ different AI tools which are used to generate different types of media for marketing , businesses, content creators . All of this will be unlimited in just one price. We have tools. {"mcpServers":{"saifsai":{"url":"https://mcp.saifs.ai/mcp"}}}

org-mcp is an Emacs package that implements a Model Context Protocol (MCP) server for Org-mode. It enables AI assistants and other MCP clients to interact with your Org files through a structured API.

A complete ChatGPT App implementation using MCP with OAuth2 authentication via Privy.io, enabling secure user authentication and interactive widgets rendered in ChatGPT.

Enables AI agents to manage HPE OneView infrastructure through the REST API, including server hardware operations, power control, profile management, and network/storage configuration.

Enables searching for Airbnb listings and retrieving detailed property information including pricing, amenities, and host details without requiring an API key.

An MCP server for Movable Type that enables AI-powered batch HTML refactoring via the Data API, featuring a safe workflow with automated backups, diff reports, and rollbacks.

A comprehensive MCP server providing access to CMS Medicare data including physician/practitioner services, Part B/D drug spending, hospital quality metrics, and drug pricing trends via the Socrata API.

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).