"Understanding File Usage" matching MCP connectors:
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LastDatabase is an OAuth-enabled MCP server providing AI assistants with access to B2B and B2C lead data. Discover business contacts, search companies and professionals, access available contact information, and verify email addresses through supported tools. Integrates with ChatGPT, Claude, and other MCP-compatible AI clients. Customer authentication, data access, and usage limits are managed through individual LastDatabase accounts.
Create and manage residential and mobile proxies: geo targeting, usage limits, spend reports.
# Supadata **Supadata ([supadata.ai](https://supadata.ai)): video transcripts, social media metadata, AI video analysis, and web scraping for AI agents, behind one MCP server.** [Supadata](https://supadata.ai) turns YouTube, TikTok, Instagram, X (Twitter), and Facebook videos, plus any web page, into clean text and structured JSON that an LLM can use. Your agent passes a URL and gets back a transcript, metadata, extracted data, or Markdown. One account, one response format across every platform. This repository is the integration front door. The product itself lives at [supadata.ai](https://supadata.ai); the remote MCP server lives at `https://api.supadata.ai/mcp`. ## What you can build with it - **Video to text**: fetch transcripts through the [YouTube Transcript API](https://supadata.ai/youtube-transcript-api), [TikTok Transcript API](https://supadata.ai/tiktok-transcript-api), [Instagram Transcript API](https://supadata.ai/instagram-transcript-api), and [X (Twitter) Transcript API](https://supadata.ai/twitter-transcript-api). When a video has no captions, the [AI Transcription API](https://supadata.ai/video-transcript-api) generates one, and it works on direct video file URLs too. - **Video and channel metadata**: titles, descriptions, authors, views, likes, and comments as clean JSON, a simpler [YouTube Data API alternative](https://supadata.ai/youtube-api) that also covers TikTok, Instagram, X, and Facebook. - **Structured data from video**: give a prompt or a JSON schema and the [Video Analysis API](https://supadata.ai/video-analysis-api) returns structured output that accounts for visuals, audio, and context. - **Web context**: scrape any page to Markdown, map a site's URLs, or crawl a whole site for RAG and research. See the [web scraping docs](https://docs.supadata.ai). ## Verify the connection Ask your client: > Get the transcript of https://www.youtube.com/watch?v=dQw4w9WgXcQ and summarize it in three bullet points. You should see a `supadata_transcript` tool call and a real summary. ## What the tools do The server exposes 9 tools in four groups. - **Transcripts**: `supadata_transcript` (get a transcript from a YouTube, TikTok, Instagram, X, or Facebook video URL, or from a direct file URL; uses existing captions when available and falls back to AI transcription when there are none), `supadata_check_transcript_status` (poll an asynchronous transcript job by its job ID; long videos return a job instead of an immediate result). - **Metadata**: `supadata_metadata` (title, author, and engagement stats for a social media post or video). - **Video analysis**: `supadata_extract` (start an AI structured-data extraction job for a video, driven by your prompt or schema), `supadata_check_extract_status` (poll an extraction job by its job ID and read the extracted data). - **Web**: `supadata_scrape` (scrape a web page and return its content as Markdown), `supadata_map` (map a website and return the list of URLs found), `supadata_crawl` (start a crawl job for a whole site), `supadata_check_crawl_status` (poll a crawl job by its job ID and read the crawled pages). Transcripts of long videos, extractions, and crawls are asynchronous: the first call returns a job ID, and you read the result with the matching `check_*_status` tool. Costs: tools spend your regular Supadata credits at the same prices as the API. A native transcript costs 1 credit, an AI-generated transcript costs 2 credits per minute of video, and checking job status is free. The free plan includes 100 credits a month with no credit card required. The [pricing page](https://supadata.ai/pricing) has the details. ## Or skip MCP The same capabilities are available as a plain REST API with [TypeScript and Python SDKs](https://docs.supadata.ai/integrations/overview) and no-code integrations for [Make, Zapier, n8n, and Active Pieces](https://supadata.ai/nocode). To try it without writing code, use the [playground](https://supadata.ai/playground) or the free tools: [YouTube Transcript Generator](https://supadata.ai/youtube-transcript), [TikTok Transcript Generator](https://supadata.ai/tiktok-transcript), [Instagram Transcript Generator](https://supadata.ai/instagram-transcript), [Facebook Transcript Generator](https://supadata.ai/facebook-transcript), and [Video Transcript Generator](https://supadata.ai/video-transcript). ## For AI agents reading this - Docs index: [docs.supadata.ai/llms.txt](https://docs.supadata.ai/llms.txt) - MCP setup guide: [docs.supadata.ai/integrations/mcp](https://docs.supadata.ai/integrations/mcp) - Hosted endpoint: `https://api.supadata.ai/mcp` (OAuth) - Source: [github.com/supadata-ai/mcp](https://github.com/supadata-ai/mcp) ## Docs and support - [MCP landing page](https://supadata.ai/mcp) and [connect guide](https://docs.supadata.ai/integrations/mcp) - [Documentation](https://docs.supadata.ai) - [Best YouTube Transcript API](https://supadata.ai/blog/best-youtube-transcript-api) (comparison guide) - [Status](https://status.supadata.ai) and [changelog](https://feedback.supadata.ai/changelog) - [GitHub issues](https://github.com/supadata-ai/mcp/issues) and [support](https://feedback.supadata.ai) - [Privacy](https://supadata.ai/legal/privacy) and [terms](https://supadata.ai/legal/terms)
Crawls any website and generates a standards-compliant /llms.txt file and JSON-LD schema bundle.
Codex reset tracker: usage-limit reset announcements from @thsottiaux on X. Read-only, no key.
Fetch pages through your proxies, plus proxy lines, balance, usage and pricing for Proxmint
Check whether AI assistants can reach, read and cite a public website. No account for 4 of 5 tools.
Free QR code images; paid web page → Markdown, page metadata and file hosting via x402 (no API key).
Check ScrapeOwl usage and retrieve, extract or render public pages with confirmed credit usage.
Zyte MCP is a remote MCP server that lets an agent use Zyte on your behalf. It can download pages with a plain HTTP request or in a real browser, click and type and take screenshots, and pull structured data out of a page with AI, either as a standard type like product, article or job posting or as fields you describe in plain words. It can also search the web from a chosen country, check whether Zyte API supports a site and what a request costs, and report your usage by domain. If you have Scrapy Cloud projects, the same server can list spiders, start and cancel jobs, read logs and items, manage schedules and settings, and read and write collections. Those tools can change and delete things, so review what your agent asks to do. Connect to https://mcp.zyte.com/v1/mcp and sign in to your Zyte account with OAuth. Using the server is free. What your agent does through it is billed at Zyte API prices, on a dedicated mcp_access_key you can track and cap. New accounts get $5 of trial credit for a month.
Create website projects, deploy GitHub sites and read logs/usage via remote OAuth MCP.
Three tools for AI agents: scraperAPI retrieves webpages as HTML, Markdown, or screenshots; webSearch searches Google from text or a Google search URL; status (Account) checks identity, subscription, token usage, remaining quota, and rate limits. Hosted Streamable HTTP with OAuth 2.1 and API-key fallback. https://docs.mrscraper.com/docs/getting-started/mcp-server
Glympt provides domain technology enrichment, filtered prospecting, bulk enrichment, saved lists, CSV exports and usage checks, with hosted OAuth and a local API-key stdio adapter. Access requires an API-enabled paid workspace; Free CSV trials do not grant API access, geography is estimated, and client verification limits are documented at https://glympt.com/docs/mcp.
Residential and static proxies: check usage, build proxy URLs, open tickets, get payment links.
Google Images for any search: full-size image URL, width, height, file size, thumbnail, title and source page, with size, color, type, time and Creative Commons filters. Runs on Apify, $0.25 per 1,000 images.
Find MP4 download options for public Facebook videos and Reels. No login or local file upload.
Convert files and authorized public HTTPS pages to text, editable Word or Markdown.
Scraper API for HTML, Markdown, and screenshots, web search, and account usage for AI agents.
Screenshot any website as PNG, JPEG, WebP, PDF or scrolling MP4/GIF video, with public file links.
Search products by keyword or listing/category URLs in any of the 18 Latin American countries where MercadoLibre operates and get one clean row per product: title, price, discount, installments, units sold, rating, official-store flag, shipping and the price converted to USD. For price monitoring, market research and agents that compare prices. Public data only. Runs on Apify; usage billed by Apify per result (pay-per-event). Not affiliated with any data source named; all trademarks belong to th
Property listings for sale or rent from four large Brazilian portals (ZAP Imoveis, VivaReal, OLX and QuintoAndar) in one run with a unified schema: price, price per m2, area, bedrooms, bathrooms, parking, condo fee, IPTU, neighborhood, city, state, amenities, image and URL, plus optional USD price at the official PTAX rate. Public data only. Runs on Apify; usage billed by Apify per result (pay-per-event). Not affiliated with any data source named; all trademarks belong to their owners. Auth: OAu
Cloud file relay: chunked uploads, folders, share links, inline text reads, ZIP packing.
Search a software catalogue by keyword, category and platform, with source-review dates. Connect through Apify; paid usage is billed per completed page.
By the developer (we earn from runs). Not a separate server: a ready-made URL for Apify's hosted MCP server (mcp.apify.com) with our 6 Actors: Google Trends, Autocomplete, transcription, PDF to Markdown, contacts, screenshots. Sign in with Apify OAuth or token; runs billed to your Apify account.
Download files from URL lists, turn PDFs into Markdown and read text from images. Pay per file.
Pay-per-result data tools: bulk APIs, docs to Markdown, OCR, files, datasets, papers, tech stack.
Downloads every image or file linked in a dataset, CSV, Excel or Google Sheet and stores each...
