Which integrations are available for this server?

Retrieves Airbnb listings, enabling agents to search for short-term rental properties and pricing. Searches Amazon product listings and prices, allowing agents to look up and compare products. Searches eBay listings, enabling agents to find and compare products and prices across marketplaces. Fetches Google search results as live public data for agents. Retrieves Instagram profiles and posts for social data analysis. Searches Reddit and retrieves post comments, letting agents gather discussions and public opinion on a topic. Retrieves TikTok profiles and their latest videos, providing follower, engagement and content data. Fetches Tripadvisor listings and reviews for travel and hospitality research. Retrieves Trustpilot reviews, enabling agents to summarise customer feedback for a company. Fetches Vinted sold comparables, showing what second-hand items have actually sold for. Searches Walmart product listings and prices for product research and price comparison. Retrieves YouTube data such as video transcripts and sponsor information. Retrieves Zillow property listings and valuations for real estate research.

How do I use Monocrawl MCP?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Monocrawl MCP get the latest TikTok posts from @nike with views and likes" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

Monocrawl MCP

Official

by monocrawl

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Hybrid

Monocrawl MCP

Give your AI agent live public data from 70+ platforms. Profiles, posts, comments, transcripts, products, prices, reviews, listings, jobs, ads and search results from TikTok, Instagram, YouTube, LinkedIn, X, Reddit, Amazon, Walmart, Vinted, Booking.com, Airbnb, Tripadvisor, Zillow, Zoopla, Rightmove, Trustpilot, Google and many more, plus website crawls and live browser sessions. One key, one response format, and 1,000 free credits every month.

npm MCP Registry Endpoints Platforms Free credits License: MIT

Quick start · Client setup · What you can ask · Tools · Platforms · Pricing · Configuration

Why Monocrawl

650+ endpoints across REST and MCP. Your agent can call every one of the 610 live data endpoints across 74 platforms straight from this server, including website crawls and live browser sessions.
Sign in with your browser. One command connects Claude Code, Codex, Cursor, VS Code and five other agents. No key to copy or paste.
Works in Claude.ai and ChatGPT today. Add Monocrawl as a custom connector and sign in with OAuth.
Always current. Tools, parameters and prices load live from the hosted service. Nothing is bundled, so nothing goes out of date.
Spending you control. Every result reports its cost. Cap any call with max_credits, preview any cost for free, and set a credit limit on each connection.
Failed calls cost nothing. Errors and upstream failures are refunded automatically.
Big results, paid for once. Large responses are kept for 24 hours, and get_result reads them in full at no charge.

Related MCP server: Veezee

Quick start

npx -y monocrawl-cli@latest init --agent claude

Swap claude for codex, cursor, vscode, grok, opencode, gemini, openclaw or hermes. A browser tab opens, you approve the connection, and the helper writes it to your agent's MCP settings. Your key never appears in the terminal or the chat. Each connection can be given a credit limit or revoked in the dashboard.

2. Hosted server, nothing to install

Client	How to connect
Claude.ai, ChatGPT	Add a custom connector with `https://www.monocrawl.com/mcp/oauth`, then sign in
Claude Code	`claude mcp add --scope user --transport http monocrawl https://www.monocrawl.com/mcp --header "Authorization: Bearer mn_your_key_here"`
Gemini CLI	`gemini mcp add --scope user --transport http monocrawl https://www.monocrawl.com/mcp/oauth`
Any HTTP client	`https://www.monocrawl.com/mcp` with an `Authorization: Bearer mn_your_key_here` or `x-api-key` header

3. This package, running locally

For clients that only start local (stdio) servers. Requires Node.js 22 or newer.

{
  "mcpServers": {
    "monocrawl": {
      "command": "npx",
      "args": ["-y", "monocrawl-mcp@latest"],
      "env": {
        "MONOCRAWL_API_KEY": "mn_your_key_here"
      }
    }
  }
}

Create a free account and copy a key from API keys. Keys start with mn_. Want to look around first? Leave out the env block: list_endpoints, get_endpoint and get_docs work without an account.

4. Agent skill

Teach Claude Code, Cursor, Codex and other agents how to use Monocrawl: finding the right endpoint, checking its price first and retrying safely.

npx skills add monocrawl/monocrawl-mcp

The skill does not connect Monocrawl on its own. Use one of the options above for the connection.

Client setup

Restart your client after saving its configuration, then ask your agent to check your Monocrawl balance to confirm the tools loaded.

claude mcp add --scope user --transport stdio monocrawl --env MONOCRAWL_API_KEY=mn_your_key_here -- npx -y monocrawl-mcp@latest

Add this to claude_desktop_config.json: ~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows.

{
  "mcpServers": {
    "monocrawl": {
      "command": "npx",
      "args": ["-y", "monocrawl-mcp@latest"],
      "env": { "MONOCRAWL_API_KEY": "mn_your_key_here" }
    }
  }
}

Add this to ~/.cursor/mcp.json, or to .cursor/mcp.json in a project.

{
  "mcpServers": {
    "monocrawl": {
      "command": "npx",
      "args": ["-y", "monocrawl-mcp@latest"],
      "env": { "MONOCRAWL_API_KEY": "mn_your_key_here" }
    }
  }
}

Add this to .vscode/mcp.json. VS Code asks for the key once and stores it securely, so it never sits in the file.

{
  "inputs": [
    { "type": "promptString", "id": "monocrawl-key", "description": "Monocrawl API key", "password": true }
  ],
  "servers": {
    "monocrawl": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "monocrawl-mcp@latest"],
      "env": { "MONOCRAWL_API_KEY": "${input:monocrawl-key}" }
    }
  }
}

Add this to ~/.codeium/windsurf/mcp_config.json.

{
  "mcpServers": {
    "monocrawl": {
      "command": "npx",
      "args": ["-y", "monocrawl-mcp@latest"],
      "env": { "MONOCRAWL_API_KEY": "mn_your_key_here" }
    }
  }
}

Add this to ~/.codex/config.toml.

[mcp_servers.monocrawl]
command = "npx"
args = ["-y", "monocrawl-mcp@latest"]
env = { MONOCRAWL_API_KEY = "mn_your_key_here" }

Run npx -y monocrawl-mcp@latest as a stdio server with MONOCRAWL_API_KEY in its environment.

What you can ask

Ask in plain language. Your agent picks the endpoints, checks prices and makes the calls.

Ask your agent	What it uses
"Get NASA's TikTok profile and its latest videos."	`tiktok/profile`, `tiktok/profile-videos`
"What are people saying about the Stanley cup on Reddit this week?"	`reddit/search`, `reddit/post/comments`
"Compare prices for Sony WH-1000XM5 headphones on Amazon, Walmart and eBay."	`amazon/search`, `walmart/search`, `ebay/search`
"Summarise the latest Trustpilot reviews for Monzo."	`trustpilot/reviews`
"Find hotels in Lisbon on Booking.com for 10 to 14 October."	`booking/search-hotels`
"Transcribe this YouTube video and list its sponsors."	`youtube/post-transcript`, `youtube/video-sponsors`
"What have Barbour wax jackets actually sold for on Vinted?"	`vinted/sold-comparables`
"Crawl the Vercel changelog and list this month's releases."	`start_data_job` (`web/crawl`)
"What would a Zoopla valuation cost before I run it?"	`get_endpoint` (free)
"Watch r/MechanicalKeyboards for posts about Keychron and show me new ones each morning."	`create_monitor`, `monitor_findings`

Every response uses the same envelope on every platform. This is a real response for NASA's TikTok profile, recorded on 26 September 2026 and trimmed:

{
  "success": true,
  "platform": "tiktok",
  "endpoint": "/v1/tiktok/profile",
  "data": {
    "handle": "nasa",
    "name": "NASA",
    "url": "https://www.tiktok.com/@nasa",
    "verified": true,
    "followers": 1829985,
    "following": 23,
    "likes_count": 9619119,
    "video_count": 48
  },
  "credits_used": 1
}

Full responses also carry credits_remaining and a request_id for support and receipts.

Tools

19 tools. The ones that start jobs, open browsers or change monitors show a free preview first and only act once confirmed.

Tool	What it does	Account needed	Cost
`list_endpoints`	Browse the live catalogue by platform or keyword, with each endpoint's price	No	Free
`get_endpoint`	One endpoint in full: parameters, price and a ready-to-run example	No	Free
`get_docs`	Read Monocrawl guides as Markdown	No	Free
`call_endpoint`	Fetch live data from any endpoint. `max_credits` caps the charge, `idempotency_key` makes retries safe, `dry_run` returns a free estimate	Yes	The endpoint's price
`get_result`	Read a large result in full for 24 hours without running it again	Yes	Free
`get_balance`	Your credits and this connection's spending limit	Yes	Free
`list_monitors`	Every monitor with its schedule, last run and spend this month	Yes	Free
`get_monitor`	One monitor with its recent runs and receipts	Yes	Free
`create_monitor`	Watch a subject across platforms on a schedule. Shows the plan and estimate first, then creates it once confirmed	Yes	1 credit, then each run
`update_monitor`	Pause, resume, rename or reschedule a monitor	Yes	Free
`run_monitor`	Run a monitor now. Shows the estimate first	Yes	Per run
`monitor_findings`	New findings with evidence links, newest first	Yes	Free
`mark_monitor_findings_seen`	Mark findings as read	Yes	Free
`delete_monitor`	Delete a monitor once confirmed	Yes	Free
`start_data_job`	Crawl a website, batch-scrape many URLs, run an autonomous web task, or collect Tripadvisor attraction and restaurant reviews. Gives a free estimate first, then starts with a credit cap	Yes	The job's price
`cancel_web_job`	Check on a data job or cancel it	Yes	Free
`create_browser_session`	Open a hosted browser, optionally on a web page. Gives a free estimate first, then opens with a credit cap	Yes	The session's price
`execute_browser_session`	Run code in the live page to click, type, fill in forms or read it. Shows the exact code and page before anything runs	Yes	Per run
`close_browser_session`	Close a browser session	Yes	Free

Monitors keep running on Monocrawl's servers after your chat closes, and deliver findings to the dashboard or your own destinations.

Platforms

All 610 live data endpoints across 74 platforms are callable from this server, through the same key as the REST API. Ask your agent to run list_endpoints for the live list with prices.

Platform	Endpoints	What your agent can get
TikTok	35	Profiles, videos, comments and replies, transcripts, trending, TikTok's popular hashtag and video boards, top ads, search across videos, users, hashtags and sounds, hashtag details, songs and effects, followers and following, audience, liked videos, reposts, playlists, collections, places, live status
Instagram	38	Profiles and account details, posts, reels, full post and reel feeds, stories and highlights, comments and replies, likers, engagement and post stats, followers and following, similar accounts, username suggestions, tagged, location and audio feeds, transcripts, trending reels, search across profiles, reels, hashtags, places and music
YouTube	29	Channels, videos, Shorts, live streams, playlists, community posts, comments and replies, transcripts and subtitles, sponsors, thumbnails and media files, search with filters and autocomplete, trending videos and Shorts
LinkedIn	43	Profiles and every profile section (experience, education, skills, certifications, honours, publications, recommendations, volunteering, interests), posts, comments, reactions and reposts, companies with their people, posts and jobs, groups, jobs, transcripts, search across people, posts, jobs, schools, industries and locations
X (Twitter)	16	Profiles, tweets, replies, quotes, retweeters, mentions, media, followers and following, communities, video transcripts, tweet and user search
Facebook	23	Pages and profiles, posts, reels and full reel feeds, photos, comments and replies, groups and group posts, events and event search, Marketplace search and listings, video transcripts, search across pages, people, posts and videos
Reddit	13	Posts and comment threads, subreddits and their details, users with their posts and comments, video transcripts, search across posts, comments and subreddits, in-subreddit search, a multi-query research sweep
Threads	6	Profiles, posts, comments, user posts, keyword and user search
Quora	7	Questions, answers, profiles, Spaces, topics, user posts, search
Pinterest	4	Pins, boards, a user's boards, search
Rumble	5	Search, channel videos, videos, comments, transcripts
Twitch	4	Profiles, clips, videos, stream schedules
Bluesky	4	Profiles, posts, a user's posts, search
Snapchat	3	Profiles, Spotlight videos and their comments
Telegram	3	Public channels, channel posts, single posts
Truth Social	3	Profiles, posts, a user's posts
Kwai	3	Profiles, posts, a user's posts
Kick	1	Clips

Shopping and marketplaces

Platform	Endpoints	What your agent can get
Amazon	11	Search, products, reviews, best sellers, deals, categories, offers from every seller, seller profiles, products and reviews, shop pages
Walmart	8	Search, products, offers, reviews, category browsing, rollbacks, sellers and seller reviews
Klarna	18	Products and every merchant offer, price history, comparisons, search and suggestions, user and expert reviews, category browsing with filters and buying guides, stores
AliExpress	12	Search, products and descriptions, reviews, shipping, similar items, hot products, promotions, stores and their products, categories
Sephora	12	Search and suggestions, products, reviews, similar products, brands, categories, stores and in-store availability
Etsy	11	Search and suggestions, listings, reviews, similar items, categories, shops with their listings and reviews
H&M	9	Search and suggestions, products, new arrivals, similar items, supplier and factory disclosures, categories, stores
Gumtree	9	UK classifieds: search and suggestions, listings, similar listings, trending searches, categories, filters, locations
Vinted	8	Search, search by image, listings, sellers with their items and feedback, price suggestions, sold comparables
Google Shopping	7	Search, products, price history, reviews, sellers, deals, store reviews
Target	6	Search, products, reviews, categories, store lookup
Kohl's	5	Search, reviews, product questions, categories, stores
TikTok Shop	5	Products, reviews, search, shop catalogues, creator showcases
Home Depot	3	Search, products, reviews
eBay	2	Listing search and listing details
Wayfair	1	Product reviews

Travel and property

Platform	Endpoints	What your agent can get
Tripadvisor	17	Hotels, restaurants, attractions and cruises: search, details and traveller reviews, place lookup
Booking.com	12	Hotel search, details, rooms, availability, review scores and reviews, attractions, flight search
Airbnb	7	Stay search, stay details, availability, prices, ratings, reviews, place lookup
Zoopla	12	Sale and rental search, property details and history, valuations and estimates, sold prices, area and street data, estate agents
Rightmove	9	Sale and rental search, property details, similar homes, estate agents, sold prices
Zillow	5	For-sale and sold search, property and building details, location lookup

Reviews, apps and local

Platform	Endpoints	What your agent can get
Trustpilot	8	Company search, profiles and reviews, reviewer profiles and their reviews, categories
Google Places	8	Place search and details, reviews, questions and answers, business updates, hotel search
Yelp	7	Business search and suggestions, business details, reviews, photos, menus, related businesses
G2	7	Software products, reviews, categories, vendors and their products
App Store	8	App search and suggestions, app details, reviews, charts, categories
Google Play	8	App search and suggestions, app details, reviews, charts, categories

Search, news and markets

Platform	Endpoints	What your agent can get
Google Search	4	Web, news, image and Maps results
Google Quick Search	1	Fast web results
Google News	1	News search
Google Trends	3	Interest over time, related queries, what is trending now
Content Analysis	9	Cross-web brand mentions, sentiment, phrase trends, rating distributions, summaries
Mosaic	3	One query across many platforms, creator discovery, forum search
Google Finance	4	Quotes, ticker search, market overviews
Markets	4	Price history, company news, options chains, financial statements
Polymarket	1	Prediction-market research

Ad libraries

Platform	Endpoints	What your agent can get
Meta Ad Library	5	Ad and advertiser search, an advertiser's ads, ad details, video-ad transcripts
Google Ads Transparency	3	Advertiser search, an advertiser's ads, ad details
TikTok Ad Library	2	Ad search, ad details
LinkedIn Ad Library	2	Ad search, ad details

Jobs, companies and developers

Platform	Endpoints	What your agent can get
Job boards	11	Job search and listings from LinkedIn, Indeed, Bing and Xing, company lookup, salary ranges by title
GitHub	12	Users and their repositories, READMEs, releases, issues and top issues, issue comments, search, repository dossiers, contributor activity
Hacker News	4	Stories, comment trees, profiles, search
Companies House	3	UK company search, company records, officers

Music

Platform	Endpoints	What your agent can get
Spotify	7	Artists, albums, tracks, playlists, podcasts and episodes, search
Apple Music	4	Artists, albums, tracks, search
SoundCloud	3	Artists, their tracks, track details

Web and link-in-bio

Platform	Endpoints	What your agent can get
Web	16	Scrape any page to Markdown, extract structured data, map a site's URLs, parse documents, find a brand's social profiles, crawl whole sites, batch-scrape many URLs, run autonomous web tasks, drive live browser sessions
On-Page SEO	1	SEO audit of a single page
Linktree	1	Every link on a creator's page
Linkbio	1	Every link on a creator's page
LinkMe	1	Every link on a creator's page
Komi	1	Every link on a creator's page
Pillar	1	Every link on a creator's page

Cross-platform research

Platform	Endpoints	What your agent can get
Panorama	27	Research across platforms in one call: brand mentions and mention surges, reputation, share of voice, earned media, demand signals, leads, creator vetting, audience overlap, handle audits, crisis post-mortems, employer brand, product reviews and review integrity, launch and developer-tool briefs, video intelligence, comment and URL lookup, batch profiles and post stats

Pricing

Every endpoint has a fixed credit price, shown by list_endpoints and get_endpoint before you spend anything. Most cost 1 to 5 credits.

Plan	Credits each month	Price
Free	1,000	$0, no card needed
Starter	10,000	$29 a month
Pro	40,000	$99 a month
Growth	135,000	$299 a month
Business	400,000	$799 a month

Annual billing and extra credit top-ups are available on paid plans. See pricing.

Configuration

Variable	Default	Purpose
`MONOCRAWL_API_KEY`	Empty	Your key. Optional for free discovery; needed for data, account and monitor tools
`MONOCRAWL_TIMEOUT_MS`	`75000`	Time allowed for each request, from 100 to 120000 milliseconds
`MONOCRAWL_MCP_URL`	`https://www.monocrawl.com/mcp`	Service address. Only the official address and local `127.0.0.1` or `[::1]` addresses for development are accepted

How the bridge handles your key and your credits

Your key goes to Monocrawl and nowhere else. Redirects and unofficial addresses are refused.
A paid request is sent once. The bridge never retries on its own, even after a timeout, so a slow call is never charged twice. To retry on purpose, reuse the same idempotency_key.
The same rules as the hosted service. Prices, account limits, key permissions and confirmation steps are all enforced by Monocrawl, so running locally costs exactly the same.
Clean output. Standard output carries only MCP messages; diagnostics go to standard error.

Troubleshooting

What you see	What to do
Monocrawl tools don't appear	Restart the client or start a new session, then ask your agent to check your balance
`401` or `UNAUTHORIZED`	Check `MONOCRAWL_API_KEY`, or create a new key in API keys
`npx` fails to start the server	This package needs Node.js 22 or newer. Run `node --version` to check
A result stops partway	Large results come with a stored copy. Ask your agent to read it with `get_result`; it's free for 24 hours

License

This server cannot be deployed

Give agents eyes on the webHosted screenshot MCP. Send a URL, get a pixel-perfect image. $0.002 per grab. Works with Claude, Cursor, and Codex.grabbit.liveAd

Maintenance

ActivityMaintained

ResponsivenessNo issues

Resources

Need Help?

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Monocrawl MCP

Why Monocrawl

Quick start

1. Browser sign-in (recommended)

2. Hosted server, nothing to install

3. This package, running locally

4. Agent skill

Client setup

What you can ask

Tools

Platforms

Social and community

Shopping and marketplaces

Travel and property

Reviews, apps and local

Search, news and markets

Ad libraries

Jobs, companies and developers

Music

Web and link-in-bio

Cross-platform research

Pricing

Configuration

How the bridge handles your key and your credits

Troubleshooting

Links

License

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

webpeelofficial

Veezee

socialcrawl-mcp

EnConvert MCP Serverofficial