# agdata (remote · agdata.shveik.dev)

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

- Trust score: 79/100 (medium)
- Change this week: +8
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-16

## Components

- remote · `agdata.shveik.dev`: 79/100 (this document), [markdown](https://verifymcp.io/servers/dev-shveik-agdata/agdata.md), [page](https://verifymcp.io/servers/dev-shveik-agdata/agdata)

## Channel facts

- Endpoint: `https://agdata.shveik.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-16.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 78/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 6214 tokens (~177/item across 35 items; 31 tools + 4 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 33/100
  - Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 99% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 31 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 33 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the agdata MCP server?

agdata is a hosted endpoint at https://agdata.shveik.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http dev-shveik-agdata 'https://agdata.shveik.dev/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "dev-shveik-agdata": {
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "dev-shveik-agdata": {
      "type": "http",
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.dev-shveik-agdata]
url = "https://agdata.shveik.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dev-shveik-agdata": {
      "type": "remote",
      "url": "https://agdata.shveik.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add dev-shveik-agdata --url 'https://agdata.shveik.dev/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  dev-shveik-agdata:
    url: "https://agdata.shveik.dev/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "dev-shveik-agdata": {
      "Transport": "http",
      "Url": "https://agdata.shveik.dev/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add dev-shveik-agdata -t streamable-http -u 'https://agdata.shveik.dev/mcp'
```

### Other

```json
{
  "mcpServers": {
    "dev-shveik-agdata": {
      "type": "http",
      "url": "https://agdata.shveik.dev/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-16 (score 79, +1)

- [security] Tool “amazon-reviews” rewrote its description, which is the text the model reads
- [security] Tool “ebay-sold” rewrote its description, which is the text the model reads
- [security] Tool “instagram-comments” rewrote its description, which is the text the model reads
- [security] Tool “linkedin-jobs” rewrote its description, which is the text the model reads
- [security] Tool “linkedin-posts” rewrote its description, which is the text the model reads
- [security] Tool “linkedin-profile-email” rewrote its description, which is the text the model reads
- [security] Tool “reddit” rewrote its description, which is the text the model reads
- [security] Tool “screenshot” rewrote its description, which is the text the model reads
- [security] Tool “shopify-products” rewrote its description, which is the text the model reads
- [security] Tool “tiktok-comments” rewrote its description, which is the text the model reads
- [security] Tool “unblock” rewrote its description, which is the text the model reads
- [security] Tool “youtube-comments” rewrote its description, which is the text the model reads

### 2026-10-14 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-13 (score 77, 0)

- [functional] New tool “linkedin-posts”
- [functional] New tool “linkedin-profile-email”

### 2026-10-12 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 20. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-10 (score 76, +5)

- [security improvement] Judged manipulation: unverified → pass
- [functional regression] Schema quality: 4832 → 6089
- [functional] First check of Schema quality: 100
- [functional] New tool “ebay-sold”
- [functional] New tool “google-play-reviews”
- [functional] New tool “linkedin-company”
- [functional] New tool “meta-ads”
- [functional] New tool “shopify-products”

### 2026-10-07 (score 71)

First indexed and scored.

## MCP tools (31)

### `unblock` (~152 tokens)

Unblocker: any URL to clean Markdown

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).

Input parameters:

- `format` (string): how the page comes back in content
- `url` (string, required): absolute http or https URL of a public page, e.g. "https://example.com/"

### `instagram` (~200 tokens)

Instagram posts by profile, tag, search

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.

Input parameters:

- `limit` (integer): number of posts wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `mode` (string, required): profile=account's posts, hashtag=posts under a tag, search=keyword→posts, user=posts from matching users
- `query` (string, required): username (profile), hashtag without #, or search keywords

### `google-maps` (~195 tokens)

Google Maps places and businesses

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.

Input parameters:

- `limit` (integer): number of places wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `location` (string): optional area to narrow the search, e.g. "Prague"
- `query` (string, required): Google Maps search term, e.g. "coffee shops"

### `tiktok` (~211 tokens)

TikTok videos by user, hashtag, search

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.

Input parameters:

- `limit` (integer): number of videos wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `mode` (string, required): profile=user's videos, hashtag=videos under a tag, search=keyword→videos
- `query` (string, required): username (profile), hashtag without #, or search keywords
- `raw` (boolean): true returns the provider's own records instead of the compact shape

### `linkedin` (~131 tokens)

LinkedIn profile lookup

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.

Input parameters:

- `query` (string, required): LinkedIn username (e.g. "jane-example"), full profile URL, or urn

### `youtube` (~173 tokens)

YouTube video search and channel videos

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.

Input parameters:

- `limit` (integer): number of videos wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `mode` (string, required): profile=channel's videos, search=keyword→videos
- `query` (string, required): channel handle without @ (profile) or search keywords

### `twitter` (~206 tokens)

X (Twitter) tweets by handle or search

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.

Input parameters:

- `limit` (integer): number of posts wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `mode` (string, required): profile=account's tweets, search=keyword→tweets
- `query` (string, required): handle without @ (profile) or search keywords

### `reddit` (~222 tokens)

Reddit posts by subreddit, user, search

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.

Input parameters:

- `limit` (integer): number of posts wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `mode` (string, required): profile=user's posts, hashtag=subreddit's posts, search=keyword→posts
- `query` (string, required): username (profile), subreddit without r/ (hashtag), or search keywords
- `raw` (boolean): true returns the provider's own records instead of the compact shape

### `amazon` (~152 tokens)

Amazon product search

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.

Input parameters:

- `limit` (integer): number of products wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `query` (string, required): Amazon search term, e.g. "wireless keyboard"

### `google-search` (~198 tokens)

Google Search results (SERP)

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.

Input parameters:

- `limit` (integer): number of results (billed in pages of about 10) wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `query` (string, required): Google Search query, e.g. "best CRM tools" (line breaks and runs of spaces become one space)

### `google-maps-reviews` (~253 tokens)

Google Maps reviews of a place

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.

Input parameters:

- `language` (string): language the reviews are translated into (textTranslated)
- `limit` (integer): number of reviews wanted, 1 to 50 (default 10). A larger value is lowered to 50 and 0 or a negative one means the default; the quote follows the value used.
- `place` (string, required): a Google place_id (27 characters starting with ChIJ or GhIJ), or a Google Maps place URL: https://www.google.com/maps/place/... or https://www.google.com/maps?cid=... (a URL with only the place's nam…
- `sort` (string): order of the reviews

### `youtube-transcript` (~187 tokens)

YouTube transcript of a video

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.

Input parameters:

- `format` (string): json: timed segments in transcript; text, srt or vtt: the transcript as one string
- `lang` (string): subtitle language; any takes English if the video has it, else the first track
- `video` (string, required): one video: an 11-character video id, or a watch, shorts, live, embed or youtu.be URL of one video (not a channel, playlist or search)

### `screenshot` (~268 tokens)

Website screenshot or PDF of any URL

Screenshot API for AI agents: send {url}, get JPEG, PNG, WebP or PDF as base64 JSON. Options: viewport, full page, dark mode, selector. It does not get past bot protection (use unblock for those pages' text). Failed or blank captures aren't charged.

Input parameters:

- `colorScheme` (string): emulated prefers-color-scheme
- `delayMs` (integer): extra wait after the page loaded, in milliseconds
- `device` (string): viewport: desktop 1920x1080, desktop_hd 1366x768, mobile (phone), tablet
- `format` (string): image or document format of the capture; pdf is always the full page
- `fullPage` (boolean): capture the whole scrollable page (height is capped at 16,384 px), not just the viewport
- `height` (integer): custom viewport height in pixels (ignored with fullPage)
- `selector` (string): CSS selector: capture only the first matching element
- `url` (string, required): absolute http or https URL of a public page, e.g. "https://example.com/"
- `waitForSelector` (string): CSS selector to wait for before capturing
- `width` (integer): custom viewport width in pixels (overrides the device)

### `linkedin-jobs` (~211 tokens)

LinkedIn job listings for a search

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.

Input parameters:

- `limit` (integer): number of jobs wanted, 1 to 50 (default 10). A larger value is lowered to 50 and 0 or a negative one means the default; the quote follows the value used.
- `location` (string): city, region or country, e.g. "Prague" (default: anywhere)
- `posted` (string): only jobs posted within the last day (24h), week or month (default: any time)
- `query` (string, required): job title, skill or company, e.g. "data engineer"

### `indeed-jobs` (~246 tokens)

Indeed job listings for a search

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.

Input parameters:

- `country` (string): two-letter country code of the Indeed site searched (uk for the United Kingdom)
- `limit` (integer): number of jobs wanted, 1 to 50 (default 10). A larger value is lowered to 50 and 0 or a negative one means the default; the quote follows the value used.
- `location` (string): city, state, postal code or "remote", e.g. "Austin, TX" (default: anywhere in the country)
- `posted` (string): only jobs posted within the last day (24h), 3 days (3d), week or 14 days (14d) (default: any time)
- `query` (string, required): job title, keywords or company, e.g. "nurse"

### `shopify-products` (~188 tokens)

Public products of a Shopify store

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.

Input parameters:

- `limit` (integer): number of products wanted, 1 to 250 (default 20). A larger value is lowered to 250 and 0 or a negative one means the default; the quote follows the value used.
- `store` (string, required): the store's domain, e.g. "example.com" (an https URL of the bare domain is accepted too; no port, path or IP address)

### `google-news` (~184 tokens)

Google News articles for a search

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.

Input parameters:

- `country` (string): two-letter country code of the news edition, e.g. US, GB, DE
- `language` (string): two-letter language code of the news edition, e.g. en, de, es
- `limit` (integer): number of articles wanted, 1 to 30 (default 10). A larger value is lowered to 30 and 0 or a negative one means the default; the quote follows the value used.
- `query` (string, required): keyword or phrase to search Google News for, e.g. "openai"

### `amazon-reviews` (~291 tokens)

Amazon customer reviews of a product

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.

Input parameters:

- `country` (string): Amazon marketplace of an ASIN (a URL sets its own; a different value is refused)
- `limit` (integer): number of reviews wanted, 1 to 50 (default 10). A larger value is lowered to 50 and 0 or a negative one means the default; the quote follows the value used.
- `product` (string, required): an ASIN (10 characters, e.g. B079JLY5M5) or an Amazon product URL (.../dp/ASIN) on amazon.com, .co.uk, .de, .fr, .it, .es, .ca or .co.jp; a URL sets the marketplace
- `sort` (string): order of the reviews
- `stars` (string): keep only reviews with this many stars (5 to 1), the positive ones (4 and 5) or the critical ones (1 to 3)

### `google-play-reviews` (~202 tokens)

Google Play reviews of an Android app

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.

Input parameters:

- `app` (string, required): an Android package name (e.g. com.spotify.music) or a Google Play app URL (https://play.google.com/store/apps/details?id=com.spotify.music)
- `limit` (integer): number of reviews wanted, 1 to 200 (default 20). A larger value is lowered to 200 and 0 or a negative one means the default; the quote follows the value used.
- `rating` (integer): keep only reviews with this many stars (1 to 5); omit for all
- `sort` (string): order of the reviews

### `linkedin-company` (~125 tokens)

LinkedIn company enrichment

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.

Input parameters:

- `companies` (array, required): LinkedIn company page URLs, 1 to 10, e.g. https://www.linkedin.com/company/stripe/ (https only, no query string); the call is priced per company

### `web-search` (~164 tokens)

Web search with page content

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.

Input parameters:

- `limit` (integer): number of results wanted, 1 to 5 (default 3). A larger value is lowered to 5 and 0 or a negative one means the default; the quote follows the value used.
- `query` (string, required): search keywords, e.g. "lithium prices" (not a URL)

### `x-replies` (~169 tokens)

Replies to a post on X

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.

Input parameters:

- `limit` (integer): number of replies wanted, 1 to 50 (default 10). A larger value is lowered to 50 and 0 or a negative one means the default; the quote follows the value used.
- `url` (string, required): URL of the post on x.com or twitter.com, e.g. https://x.com/NASA/status/1234567890

### `youtube-comments` (~173 tokens)

Comments under a YouTube video

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.

Input parameters:

- `limit` (integer): number of comments wanted, 1 to 100 (default 20). A larger value is lowered to 100 and 0 or a negative one means the default; the quote follows the value used.
- `sort` (string): top comments first (default) or the newest first
- `url` (string, required): URL of a YouTube video, e.g. https://www.youtube.com/watch?v=dQw4w9WgXcQ

### `tiktok-comments` (~157 tokens)

Comments under a TikTok video

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.

Input parameters:

- `limit` (integer): number of comments wanted, 1 to 100 (default 20). A larger value is lowered to 100 and 0 or a negative one means the default; the quote follows the value used.
- `url` (string, required): URL of a TikTok video, e.g. https://www.tiktok.com/@nasa/video/7665075736742530317

### `instagram-comments` (~154 tokens)

Comments under an Instagram post

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.

Input parameters:

- `limit` (integer): number of comments wanted, 1 to 100 (default 20). A larger value is lowered to 100 and 0 or a negative one means the default; the quote follows the value used.
- `url` (string, required): URL of an Instagram post or reel, e.g. https://www.instagram.com/p/DdG4RIxIPyf/

### `ebay-sold` (~217 tokens)

eBay sold prices for resale comps

eBay sold listings API for AI agents: send a keyword, get sold items as JSON for resale comps: sold price, currency, shipping, total, sale date, condition, listing type, bids, seller feedback. Eight eBay marketplaces, last 1 to 90 days, new or used. No seller names or thumbnails. A search with no results is not charged.

Input parameters:

- `condition` (string): only new or only used items (default any)
- `days` (integer): sold within the last this many days (1 to 90, default 30)
- `keyword` (string, required): what was sold, as typed into eBay's search, e.g. "mechanical keyboard" (2 to 100 characters)
- `limit` (integer): number of sold listings wanted, 1 to 100 (default 20). A larger value is lowered to 100 and 0 or a negative one means the default; the quote follows the value used.
- `site` (string): the eBay marketplace searched

### `meta-ads` (~270 tokens)

Public ads from the Meta ad library

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.

Input parameters:

- `active` (boolean): true: only ads running now; false: active and inactive ads (default true)
- `country` (string): two-letter country code the ads are shown in, or ALL (default US)
- `keyword` (string): search the ads by this word or phrase (give this or page, not both)
- `limit` (integer): number of ads wanted, 1 to 100 (default 20). A larger value is lowered to 100 and 0 or a negative one means the default; the quote follows the value used.
- `page` (string): the advertiser: a page name or its numeric page id (give this or keyword, not both)

### `linkedin-profile-email` (~130 tokens)

LinkedIn profile with verified email

LinkedIn profile with a verified work email for AI agents: send one LinkedIn profile URL and get the public profile (headline, about, location, current and past positions, education, skills) plus the work email of its owner that passed a deliverability check (not a catch-all domain), with its status and quality score. Pay per profile in stablecoins; a profile with no verified email is not charged.

Input parameters:

- `url` (string, required): LinkedIn profile page URL, e.g. https://www.linkedin.com/in/jane-example/ (https only, no query string); one profile per call

### `linkedin-posts` (~172 tokens)

LinkedIn posts of a profile or company

LinkedIn posts API for AI agents: send one LinkedIn profile or company page URL and get its recent posts as JSON, each with text, date, likes, comments, shares, author, post URL and the reposter when it is a repost. Up to 20 posts per call; pay per post in stablecoins. A URL with no posts is not charged.

Input parameters:

- `limit` (integer): number of posts wanted, 1 to 20 (default 5). A larger value is lowered to 20 and 0 or a negative one means the default; the quote follows the value used.
- `url` (string, required): LinkedIn profile URL (https://www.linkedin.com/in/<name>/) or company page URL (https://www.linkedin.com/company/<name>/); one URL per call

### `search-plus` (~247 tokens)

Web or news search with excerpts

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.

Input parameters:

- `category` (string): restrict web results: developer (repos, issues, docs), github or pdf
- `exclude_domains` (array): leave out these hostnames; not together with include_domains
- `include_domains` (array): only results from these hostnames, e.g. ["docs.python.org"]; not together with exclude_domains
- `limit` (integer): number of results (billed in pages of 10) wanted, 1 to 30 (default 10). A larger value is lowered to 30 and 0 or a negative one means the default; the quote follows the value used.
- `query` (string, required): search keywords, e.g. "fastapi websocket disconnect" (not a URL; quoted phrases, -term and site:host work)
- `type` (string): web (the default) or news

### `feedback` (~117 tokens)

Send 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.

Input parameters:

- `contact` (string): optional: how we can reach you or your operator
- `kind` (string)
- `message` (string, required): what worked, what did not, what you miss; no secrets or private data
- `route` (string): the route the feedback is about, if any

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/dev-shveik-agdata/agdata#diagnostics

## Score history

- 2026-10-16: 79
- 2026-10-15: 78
- 2026-10-14: 78
- 2026-10-13: 77
- 2026-10-12: 77
- 2026-10-10: 76
- 2026-10-07: 71

## Common questions

### What is the agdata MCP server?

agdata is an MCP server listed in the public MCP registry as dev.shveik/agdata. Unblocking and fresh web data for agents: URL to Markdown, YouTube, Maps, Amazon, jobs. Pay per call. This page covers its hosted endpoint (https://agdata.shveik.dev/mcp).

### Is the agdata MCP server safe to use?

agdata scores 79 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the agdata MCP server expose?

agdata exposes 31 tools: unblock, instagram, google-maps, tiktok, linkedin, and 26 more. Their descriptions and schemas cost roughly 5,965 tokens of context every time the server is loaded.

### Does the agdata MCP server require authentication?

No. We connected to agdata without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the agdata MCP server still maintained?

agdata is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://agdata.shveik.dev/mcp
- Website: https://agdata.shveik.dev/
- Changelog RSS feed: https://verifymcp.io/servers/dev-shveik-agdata/agdata.xml
- Changelog JSON feed: https://verifymcp.io/servers/dev-shveik-agdata/agdata.json
- HTML version of this page: https://verifymcp.io/servers/dev-shveik-agdata/agdata