serp.fast

Platform data endpoints an agent can search, price, and run over MCP

Nathan Kessler
By Nathan KesslerUpdated

Each tool is evaluated against our methodology using public docs, vendor demos, and hands-on testing.

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Upscrape website

What is Upscrape?

Prebuilt data endpoints for 58 platforms, including Amazon, Reddit, Google Maps, and UK and Indian grocery apps, plus a generic page-to-markdown API, over REST and a hosted MCP server.

Our verdict

Upscrape sells per-platform data endpoints rather than a general scraper. You ask for something like `amazon.products.search` or `googlemaps.search` and get structured JSON back without writing selectors. Its machine-readable index lists 58 platforms and roughly 475 endpoints. Amazon, Reddit, YouTube, TikTok, and LinkedIn are there, along with an unusual run of UK supermarkets (Tesco, Sainsbury's, Asda, Ocado) and Indian quick-commerce apps (Blinkit, Zepto, Swiggy Instamart). Depth varies by platform. X, for example, only returns public posts you already have the ID for. For sites outside the catalog, there are five generic tools for extraction, markdown, crawling, sitemaps, and screenshots, and pages that need JavaScript get opened in a real browser. If you are building an agent product, the MCP server is worth a look. It does not load hundreds of tool schemas into context. By default the agent gets a few general tools: search the catalog, describe an endpoint, prepare a call (validates the input and quotes the exact price), execute, and fetch or export results. Only a successful execute costs credits. You can pin specific platforms as named tools, or scope a connection to read-only or to chosen platforms, and sign-in uses OAuth so nobody pastes a key. The company behind it is small. The legal entity is Sylego LLC, and Massive's marketplace listing gives 2024 as its founding year. We found no funding or published uptime figures, and SLAs are offered only on enterprise contracts. Every endpoint depends on its target site staying scrapeable, so run the free credits against the exact platforms you need before you commit a roadmap to them.

Categories:

Web scraping APIs abstract away the hardest parts of web data collection: JavaScript rendering, anti-bot detection, proxy rotation, and data parsing. Instead of building and maintaining your own scraping infrastructure, you send a URL and receive clean, structured data back. For AI applications, many of these APIs now return LLM-ready markdown or structured JSON.

Share:

Volume-priced SERP API that drops toward 29 cents per thousand

FreemiumMar 2026SERP Data APIs

Turns any website into LLM-ready markdown via a single API

Freemium155K+Web Crawl & Data Extraction APIs

Scraping platform with a marketplace of 50,000+ prebuilt Actors

FreemiumMar 2026Web Crawl & Data Extraction APIs

How Upscrape compares

Apify

Apify's actor store is a much larger and older catalog of per-site scrapers, but you choose and configure each actor yourself rather than letting an agent search and price one.

Firecrawl

Firecrawl is the stronger pick when most of your targets are long-tail sites with no dedicated Upscrape endpoint and you mainly need markdown or extracted JSON.

Frequently asked questions

How much does Upscrape cost?

Upscrape sells prepaid credit packs with no subscription: $49 for 25,000 credits, $149 for 100,000, and $499 for 400,000, plus custom enterprise contracts. Most endpoints cost 1 credit per call; a few cost a fraction of a credit or a published range, and the price is shown before each call. Failed calls and repeat calls answered from cache are free, paid credits do not expire, and new accounts get up to 100 free credits (valid for 60 days) with no card.

How does the Upscrape MCP server work?

It is a hosted Streamable HTTP server at data.upscrape.com/mcp. By default an agent sees general tools to search the catalog, describe an endpoint, prepare a call with an exact price, execute it, and fetch or export results. Only execution is charged, and only when it succeeds. Account, feedback, and multi-page collection tools appear if you allow them when connecting. You can authenticate with OAuth or an API key, and Upscrape documents setup for Claude, ChatGPT, Cursor, Claude Code, Codex, and VS Code.

Does Upscrape cover Amazon and Reddit?

Yes. The Amazon endpoints cover US product search, product details, offers, deals, best sellers, reviews shown on the product page, and seller data. The Reddit endpoints cover subreddit posts, comments, search, and public user activity. Reddit calls can take up to 60 seconds.

Is Upscrape open source?

No. The GitHub repository Upscrape/upscrape-mcp is MIT-licensed, but it only holds connection instructions and registry metadata. Upscrape hosts the server and the scrapers behind it, and there is no self-hosted option.

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