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agdata MCP Server

answering

agdata is answering right now. Last checked 1 min ago. It exposes 29 tools.

Unblocking and fresh web data for agents: URL to Markdown, YouTube, Maps, Amazon, jobs. Pay per call

Uptime history 7 days of history
7 days agonow
100.0%
Uptime 24h
92 of 92 checks
29
Tools
read from the server
112 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 23

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 7 October 2026. No other catalogue keeps this.

10 Oct 5 tools appeared ebay-sold, google-play-reviews, linkedin-company and 2 more
10 Oct 2 tools changed the parameters they ask for feedback, linkedin-company
7 Oct 13 tool descriptions were rewritten14 times that day amazon-reviews, instagram-comments, linkedin-jobs and 10 more
7 Oct 2 tools changed the parameters they ask for reddit, tiktok
and 1 more, back to 7 October 2026

Nothing serious here today

Today is the operative word: we check agdata every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

run in your terminal
claude mcp add agdata --transport http https://agdata.shveik.dev/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "agdata": {
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.agdata]
url = "https://agdata.shveik.dev/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "agdata": {
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "agdata": {
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}

Available tools 29

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

google
google-maps
Google Maps places for a search term, optionally narrowed to an area: {"query":"coffee shops","location":"Prague","limit":5}. Up to 20 places per call. Each place comes back with title, categoryName, address, phone, website, totalScore (rating), reviewsCount, location (lat, lng), openingHours, price, placeId and its Maps url. Common uses are local lead lists, store and competitor mapping, and checking a business's hours or phone number.
google-maps-reviews
Google Maps reviews API for AI agents: send a place_id or a Google Maps place URL and get up to 50 reviews as JSON: stars, text and its translation, date, likes, the owner's reply, plus the place's name, address and rating. Sort by newest, relevant, highest or lowest. Reviewer names, profiles and photos are not returned. A place with no reviews is not charged; reviews you paid for but did not get are refunded.
google-news
Google News search API for AI agents: send a keyword or phrase and get up to 30 current news articles as JSON: headline, publisher, publish time, a short description and the article's link. Choose the language and country edition. Articles you paid for but did not get are refunded.
google-play-reviews
Google Play app reviews API for AI agents: send an Android package name or a Google Play app URL and get up to 200 reviews as JSON: rating, text, date, app version, language and helpful votes. Sort by newest, relevance or rating and filter by stars. Reviewer names and photos are not returned. An app with no reviews is not charged.
google-search
Google Search results (SERP) for a query, as JSON. Each record is one results page with organicResults (position, title, url, displayedUrl, description), paidResults, relatedQueries, peopleAlsoAsk and searchQuery metadata. Body: {query, limit}. limit (1-20) is rounded up to whole pages of about 10 results, so 1-10 returns one page and 11-20 returns two. Useful for rank checks, source discovery and grounding answers in search results.
linkedin
linkedin
Look up one public LinkedIn profile per call. Pass {query} as a username (jane-example), a profile URL or a URN; there is no limit field. The normalized object holds name, first_name, last_name, headline, about, location, country_code, current_company, followers, connections, avatar, plus experience (title, company, start_year, end_year, is_current) and education (school, degree, field, years). Email addresses are not returned.
linkedin-company
LinkedIn company enrichment API for AI agents: send up to 10 LinkedIn company page URLs and get one JSON record per company: name, website, employee and follower counts, founding year, tagline, description, industries, specialities, headquarters and locations, company type. Pay per company in stablecoins; a company that is not found is not charged.
linkedin-jobs
LinkedIn jobs search API for AI agents: send a job title or keywords and an optional location and get up to 50 public job listings as JSON: title, company, location, posting date, employment type, seniority, salary when listed, the listing's URL and its description. Filter by how recently a job was posted. Recruiter names are not returned. Jobs you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
youtube
youtube
YouTube video search by keyword, or the videos of one channel. Mode search takes keywords; mode profile takes a channel handle without the @. limit is 1-20 regular videos, no Shorts or live streams. Per video you get a normalized object: title, description, views, likes, comments_count, duration_seconds, published_at, thumbnail, url, channel_name, channel_url, channel_id, subscribers.
youtube-comments
YouTube comments API for AI agents: send the URL of a video and get its comments as JSON: text, time, likes and reply count. Up to 100 comments per call. The commenters' names and handles are not returned. Pay per call in stablecoins; comments you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
youtube-transcript
YouTube transcript API for AI agents: send a video URL or 11-character id and get its published subtitles as timed JSON segments, plain text, SRT or WebVTT, with title, channel, duration, views and publish date. Choose one of ten subtitle languages or any. No speech-to-text. A video without subtitles in that language is not charged. Not offered on Solana: pay on Base or Polygon.
amazon
amazon
Keyword search on Amazon.com (US store): up to 20 products per call, each filled in from its product page. Body: {query, limit}. The normalized object per product: asin, title, brand, price, list_price, currency, rating, reviews_count, in_stock, seller, image, url, description and the features bullet list. Good for price checks and product comparison.
amazon-reviews
Amazon product reviews API for AI agents: send an ASIN or an Amazon product URL and get up to 50 customer reviews as JSON: rating, title, text, date, verified-purchase flag and helpful votes. Sort by recent or helpful, filter by stars, and pick the marketplace (US, UK, DE, FR, IT, ES, CA, JP). Reviewer names and photos are not returned. A product with no reviews is not charged. Not offered on Solana: pay on Base or Polygon.
instagram
instagram
Instagram posts as JSON. Mode profile returns an account's posts, hashtag returns posts under a tag, and search or user take a keyword and scrape the best-matching hashtag or account. Send {mode, query, limit} with limit 1-20. Each post has a normalized object: caption, likes, comments_count, views, posted_at, media_type, media_url, hashtags, author, author_name, shortcode, url. No Instagram login or API key needed.
instagram-comments
Instagram comments API for AI agents: send the URL of a post or reel and get its comments as JSON: text, time, likes and reply count. Up to 100 comments per call. The commenters' names and handles are not returned. Pay per call in stablecoins; comments you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
tiktok
tiktok
Get TikTok videos for a username, a hashtag or a search keyword. The body is {mode: profile|hashtag|search, query, limit} and limit runs 1-20. Each video has id, url, text, created_at, author, plays, likes, comments, shares, saves, duration_s, hashtags and music; no expiring media links. raw true returns the original records. A leading @ or # in the query is stripped.
tiktok-comments
TikTok comments API for AI agents: send the URL of a video and get its comments as JSON: text, time, likes and reply count. Up to 100 comments per call. The commenters' names and handles are not returned. Pay per call in stablecoins; comments you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
ebay
ebay-sold
eBay sold listings API for AI agents: send a keyword and get confirmed sold items as JSON, for resale price comps: title, sold price and currency, shipping, total price, sale date, condition, listing type, bids and the seller's feedback percentage. Eight eBay marketplaces, the last 1 to 90 days, filter by new or used. Seller names and thumbnails are not returned. A search that returns nothing is not charged. Not offered on Solana: pay on Base or Polygon.
feedback
feedback
Free. Tell the people who run this service what worked, what failed or what you miss: a bug, an idea or a thanks. A person reads it. No payment, no account; limited to a few messages an hour.
indeed
indeed-jobs
Indeed jobs search API for AI agents: send a job title and an optional location and country and get up to 50 job listings as JSON: title, employer, location, posting date, job types, benefits, salary range when listed and the listing's description. Filter by how recently a job was posted; 60 countries. Jobs you paid for but did not get are refunded.
meta
meta-ads
Meta ad library API for AI agents, for competitor research: send a keyword or an advertiser (name or page id) and get its public ads as JSON: advertiser, start and end date, whether it is still running, platforms, text, title, call to action, link, format and image URLs. Filter by country and by active or all ads; up to 100 per call, each ad once. Pay per call in stablecoins; an empty search is not charged and ads you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
plus
search-plus
Search API for AI agents: web or news search with up to 30 results per call, each with a title, URL and a query-relevant excerpt. Filter by site, or by category: developer (repos, issues, docs), GitHub or PDF. Fast, about a second. Pay per call in stablecoins.
reddit
reddit
Search Reddit or read a subreddit. Use mode hashtag with a subreddit name (no r/), profile with a username, or search with keywords, plus limit 1-20. Every record is a post with kind, id, url, title, body, author, subreddit, upvotes, comments_count, created_at, members and source; at most limit posts come back. Comments, profile and subreddit records are not returned. upvotes and comments_count can be null. Send raw true for the full original records. Not offered on Solana: pay on Base or Polygon.
replies
x-replies
Replies to a post on X (Twitter) for AI agents: send the post's URL and get the replies as JSON: text, time, likes, reposts, replies, views and the author's handle. Up to 50 replies per call. Pay per call in stablecoins; replies you paid for but did not get are refunded. Not offered on Solana: pay on Base or Polygon.
screenshot
screenshot
Screenshot API for AI agents: send {url} and get a JPEG, PNG, WebP or PDF of the page as base64 in JSON, with final URL, byte size and pixel size. Pick a desktop, mobile or tablet viewport, full page, dark mode, a delay or one element by CSS selector. It shows what a normal browser sees and does not get past bot protection (use unblock for those pages' text). A page that can't be captured, or renders blank, is not charged. Not offered on Solana: pay on Base or Polygon.
shopify
shopify-products
Shopify store products API for AI agents: send a store's domain and get up to 250 of its public products as JSON: title, vendor, product type, price range, compare-at price, sale and availability flags, tags, image, description and variants with SKU and price. A site that is not a Shopify store, or has no public products, is not charged; products you paid for but did not get are refunded. Pay per call in stablecoins. Not offered on Solana: pay on Base or Polygon.
twitter
twitter
Tweets from X (Twitter) for one account or a search query. {"mode":"profile","query":"nasa"} returns that account's tweets, mode search takes keywords, and limit is 1-20. Each tweet has text, createdAt, url, lang, likeCount, retweetCount, replyCount, quoteCount, viewCount, isReply, isRetweet and an author object with userName, name, followers and isBlueVerified. No X developer account needed; pay per call in USDC. Not offered on Solana: pay on Base or Polygon.
unblock
unblock
Unblocker for AI agents: send {url} and get the page back as clean Markdown, with title, description, language, final URL and HTTP status. Gets through Cloudflare and other common bot protection and can render JavaScript-heavy pages. Set format to html or text for those instead. A page that can't be fetched (blocked, error status or empty) is not charged. No API key, proxy or account: pay per call in USDC over x402 (Base, Polygon) or MPP (Base). Not offered on Solana: pay on Base or Polygon.
web
web-search
Web search with page content for AI agents: send keywords and get the top results with each page read as clean Markdown, in one call: title, URL, a short description and the page's text. Up to 5 results, each page cut at 20,000 characters. Pages that cannot be fetched are dropped and refunded. Pay per call in stablecoins. Not offered on Solana: pay on Base or Polygon.

Endpoints

URLTransportStateLatencyChecked
https://agdata.shveik.dev/mcp streamable-http answering 117 ms 1 min ago

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same job, measured the same way
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Public Instagram and YouTube data for AI agents: reels, videos, channels, comments. Pay per result.

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Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.

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Agent tools: Google web search, Flights, Hotels, Shopping, News, Jobs, Trends, Maps leads, YouTube

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agdata — questions

Answers built from our own checks of this server.

What can agdata do?
It exposes 29 tools, read directly from the server on our last check. Among them: amazon, amazon-reviews, ebay-sold, feedback, google-maps, google-maps-reviews and 23 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
What is agdata mostly used for?
Its tools cluster around google, youtube and linkedin. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.
Is agdata working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 112 ms. The bar chart above shows every period we have measured.
How do I connect agdata?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does agdata need an API key?
No. agdata completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 29 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is agdata?
It answers our handshake in 112 ms on average, which is faster than 80% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.