Give your AI agents the live web.
Corvos is the open-source NotebookLM alternative for open web research. Typed connectors turn the platforms where answers actually live into structured JSON, so you and your agents work from what the web says right now, through one platform, API, or MCP server.
One API for the platforms where answers live
10 connectors and growingEvery connector is a typed REST endpoint with the same schema style. Call it from your own app with a Corvos API key, or hand the whole catalog to your agents through the MCP server. No per-site plumbing to maintain.
Reddit API
The Corvos Reddit API extracts posts, comments, subreddits, and user data without the official Reddit API's rate limits or per-call pricing. Give your AI agents a live feed of what Reddit actually says about any brand, product, or topic, so you hear it first.
ExploreYouTube API
The Corvos YouTube API pulls videos, channel stats, comments, and transcripts at scale, without YouTube Data API quotas. Feed your AI agents every comment and transcript that matters to your research, so you know what audiences actually think about any product, topic, or channel.
ExploreInstagram API
The Corvos Instagram scraper extracts public profiles, posts, and reels without logging in or registering for the Instagram Graph API. Give your AI agents a live feed of what creators post, so you spot trends and shifts in engagement first.
ExploreTikTok API
The Corvos TikTok scraper extracts public videos by hashtag, creator profile, or URL, plus comment threads and trending feeds, without TikTok's approval-gated Research API. Give your AI agents a live feed of what people watch and share, so you catch a trend while it is still rising.
ExploreGoogle Maps API
The Corvos Google Maps API turns Maps into a B2B lead engine. Extract business names, categories, phones, websites, ratings, and reviews at scale, then point your AI agents at any territory or category to build lead lists and map any local category in minutes.
ExploreSERP API
The Corvos SERP API scrapes Google Search results as structured JSON: organic rankings, paid ads, AI Overviews, and People Also Ask. Point your AI agents at the queries you care about and know the moment a rank moves, an ad appears, or an AI answer changes its sources.
ExploreIndeed API
The Corvos Indeed API is an Indeed scraper that extracts public job postings, salaries, companies, and full descriptions by search query, company page, or job URL - no partner approval required. Give your AI agents a live feed of who is hiring, for what, at what pay, so you track the labor market as it moves.
ExploreAmazon Product API
The Corvos Amazon Product API scrapes public Amazon listings as structured JSON: price and list price, rating and review breakdown, availability, marketplace offers, sellers, best-seller ranks, and on-page reviews. Point your AI agents at a search term or product URL and track prices across US, UK, German, Italian, and Spanish marketplaces - no login, only public data.
ExploreWalmart Product & Review API
The Corvos Walmart API scrapes public Walmart.com listings as structured JSON: price and list price, rating and review count, availability, 1P and marketplace sellers, variants, and specifications. A second verb pages the full public review history - ratings, text, authors, verified-purchase flags, images, and seller responses. Point your AI agents at a search term or product URL - no login, only public data.
ExploreWeb Crawl API
The Corvos Web Crawl API points your AI agents at any URL and returns clean, LLM-ready markdown, structured links, and harvested contacts. Scrape a single page or spider a whole site, with the same agent harness that powers our platform connectors.
ExploreHow Corvos stacks up
Most tools solve one piece: browser automation, page scraping, or search. Corvos combines a research workspace with live platform data your agents can call as typed APIs. Here's how it compares.
| Feature | Browser agentsBrowserbase, Browser Use | Scraping APIsFirecrawl | Search APIsExa, Tavily, Parallel | Scraper marketplacesApify | Corvos |
|---|---|---|---|---|---|
| Built for | Click-driven web tasks: logins, forms, navigation | Converting single pages to markdown or JSON | Index-based search and page retrieval | Per-site scrapers from a community marketplace | Typed platform APIs as research primitives for agents |
| How retrieval works | LLM steers a real browser step by step | Send a URL, get markdown or structured JSON back | Query an index, get ranked results and snippets | Find an actor per site, learn its schema, run it | One typed REST call per platform - no LLM needed in the loop |
| Platform data (comment trees, transcripts, reviews) | Whatever the LLM parses from rendered HTML | Page-level only; social platforms are secondary | Snippets and page text, not structured items | Yes, but schema and quality vary by actor | First-class: posts, comment trees, transcripts, reviews, SERPs |
| Consistency | Varies by model and page structure | One API, but you define schemas per page | One API, fixed snippet and content shapes | Different schema and quality per actor | One API, one schema style across all connectors |
| Research workspace & knowledge base | No | No | No | No | Cited briefs, knowledge base, automations, and deliverables |
| Pricing | Per browser-minute (1-min minimum) plus LLM token costs | Credits per page; schema extraction costs extra | Per search request | Per event or result, set by each actor | Per item returned - failed calls are free |
Frequently asked questions
Open Source, Knowledge at Scale
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CorvosThe open-source AI research assistant that connects your tools, sources, and workflows in one place.
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