"Methods to Extract Data from Files" matching MCP connectors:

Current law as data for AI: search, read and verify statutes and citations. CIS countries first.

Cited answers on chemical, food, pharma, device, cosmetic and pesticide rules, linked to sources.

Lexpad – Vocabulary Notebook & FlashcardsAOAuth via extension

app.lexpad

Lexpad is a vocabulary notebook and flashcard app with spaced repetition (Leitner boxes) for learning words in 81 languages, including English, Spanish, French, German, Arabic, Turkish and Persian. Connect it to ChatGPT, Claude or any MCP client, and your assistant works with the words you collected yourself: • Save words and phrases you ask for, with meanings, example sentences and a level (A1–C2). • Find anything: browse and filter your whole notebook by due, new, struggling, starred or mastered words, level, topic or date added. • Practise: get quizzed on today's due words. Every answer counts as real review, moves the word through the Leitner boxes and keeps your streak. • Edit: fix spellings, change or reorder meanings, star or retire words. Deleting needs its own permission, and the assistant asks first. Lexpad never invents vocabulary: it only works with the words you add, by hand, from a text, or imported from Anki or a Kindle. Sign-in is OAuth on a Lexpad page; your password is never shared, and you can disconnect at any time. Works alongside the Lexpad web app and Android app. Guide and example prompts: https://lexpad.app/features/assistants

Read and manage fnlowl widgets, leads, email sequences and analytics from an AI assistant.

AI video upscaler: enhance videos to 1080p, 2K or 4K and track upscaling tasks.

Deploy AI-generated HTML/CSS/JS to instant public HTTPS URLs from any MCP-compatible agent.

BackworkAOAuth via extension

io.github.tylergibbs1

Medicare and commercial payer policies, prior auth, claim risk, and medical codes from Backwork.

Make faceless AI short videos from a topic, product page or image: script, voiceover, captions.

Upwork MCP ServerAOAuth via extension

com.upwork.mcp

Connect your AI agent to Upwork. Search talent, post jobs, manage contracts, and get answers from your account.

`graphrag-ts` is a TypeScript GraphRAG engine and a self-hosted Streamable HTTP MCP service for Markdown corpora. This Hermes entry connects to a service that the user runs on the same machine; it does not install or host the GraphRAG server.

DirectorOAuth via extension

co.screenforge.director.api

Director lets you record polished demos of your web app from one sentence, with auto-zoom, a smooth cursor, narration and captions, and turn its product map into help articles and more.

Google Search Console, GA4 and Bing Webmaster data for SEO and AI-search work. 20 read-only tools.

Persistent engineering memory designed to follow developers across coding agents.

NeblexOAuth via extension

com.neblex.if

Your agent builds integration flows, Neblex runs them. Connect apps, databases and APIs, dedupe and transform data, and execute on our cloud or a self-hosted runtime. Your agent can also validate and test flows, inspect run events, and build apps, forms, approval steps, and AI agents. Signup for a free Starter account here: https://www.neblex.com/signup

Spacebring MCP server. Look up members, bookings, invoices, subscriptions, events and more, and take everyday actions such as creating events or replying to support tickets, from MCP-compatible AI assistants that support remote servers with OAuth.

Connect ChatGPT, Claude & AI agents to Chatway live chat to reply to customers and manage tickets

LaxisAOAuth via extension

io.github.laxis-tech

Search and read your Laxis meeting transcripts, AI summaries, and participants from Claude.

Directable 3D character animation for AI agents: prompt + floor marks, paths, poses → FBX. Character motion that hits the mark. Magic Motion turns a text prompt into usable full-body 3D character animation. Direct the shot with floor marks, root paths and pose keys, check the constraints for free, then play the result or download the FBX for Unreal, Unity, Blender or Maya. Agents sign in with OAuth, so there is no API key to paste. Website: https://www.magicmotion.ai Docs: https://www.magicmotio

ateam-mcpAOAuth via extension

io.github.ariekogan

Build, validate, and deploy multi-agent AI solutions from any AI environment.

Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.