"Facebook Live" matching MCP servers:

Enables AI agents to edit LaTeX documents with live PDF preview, commenting, and visual editing via the Model Context Protocol.

Enables AI agents to access live aviation data including METAR weather, airport information, aircraft specs, an aviation glossary, and FAA-style practice questions via the free Rotate Pilot API.

Enables Claude and ChatGPT to help users pick UC Irvine classes by searching live course sections, comparing grade distributions by instructor, checking prerequisites and AP credit, and detecting schedule conflicts, all through tools, guided prompts, and reference resources.

Enables AI agents to drive live Hack The Box labs through the real HTB Labs API — spawning, resetting and extending machines, submitting user and root flags with difficulty ratings, browsing challenges, and switching or downloading VPN configurations for the authenticated account. Every call hits the live API rather than cached content, with destructive actions annotated so hosts can gate them behind consent.

Enables an MCP client to inspect a live Cisco Packet Tracer lab read-only — topology, device state, and reachability diagnoses — and to deliver graduated hints that guide students to locate and fix faults themselves rather than having the lab solved for them.

Provides read-only access to Quran data — reciters, surahs, full-text search, ayah retrieval, prayer times, live radio stations, and Hijri dates — so AI agents can answer Islamic content queries. Runs locally via stdio or remotely over stateless HTTP for Claude, ChatGPT, and other MCP clients.

Enables AI assistants to search and filter youth opportunities such as scholarships, fellowships, internships, conferences, and exchange programs, aggregated from multiple live sources.

Enables live searching of licensed San Francisco preschools and child care centers, computing ELFA subsidy eligibility and net out-of-pocket costs, and generating ranked recommendations with deterministic scoring versus LLM comparisons.

Enables editing Scratch .sb3 projects programmatically, including sprites, blocks, costumes, sounds, variables, and online project sharing, plus headless VM execution and live-reload in TurboWarp Desktop.

MCP server integrating ClassIn API to let AI assistants manage users, courses, classes, cloud storage, live streaming, and LMS with 48 tools.

Enables AI assistants to act as teaching assistants for Canvas LMS, allowing them to browse courses, read student submissions (including PDF/DOCX), grade with rubrics, post announcements, manage modules and pages, and more.

Enables AI apps to create, edit, and validate mBlock 5 block projects for sprites, mBot, CyberPi, and Arduino, and inject blocks live into an open mBlock app.

Enables MCP clients to search and retrieve product management articles, talks, podcasts, related content, live events, and job listings from Mind the Product through read-only tools and resources.

Lets an AI agent prepare lessons in Giz Livre, a free offline digital whiteboard for teachers: create boards and add text, notes, shapes, LaTeX formulas and charts. It never deletes anything.

A Shopify UCP MCP endpoint that lets assistants search live catalog inventory for lab-grown diamonds, build an anonymous cart, open an unpaid checkout, and hand the buyer a link to pay. It also exposes eight diamond education tools and profile-injection for inventory lookup through a hosted helper.

Enables AI clients to search and read university web pages and PDF/Office documents, query live phone directory, food menu, academic calendar, announcements, and AKTS course plans, and return sourced answers with URLs and dates.

Enables MCP clients to connect over Streamable HTTP at /mcp and call a tool that returns the first 16 lowercase hex characters of a SHA-256 hash computed from a supplied exam challenge header.

Enables humans and AI agents to collaborate live on documents in a browser-based editor, with agents connecting via OAuth-enabled MCP tools for writing, commenting, memory, files, web retrieval, and backups. It can optionally integrate school drive and learning-platform access.

Exposes five deterministic tools over stdio so LLM agents can evaluate all seven kill methods, plan complete well kills and CWI stripping/snubbing operations, and create or step live simulator sessions without hallucinating safety-critical pressure math. Returns kill mud weight, MAASP, stage-by-stage procedures, rig gauges, kill sheets, and graded debriefs.

Connects AI assistants to a user's Codeforces account and live platform data, enabling problem discovery, submission review, rating tracking, contest planning, and friends or gym access through natural-language queries.