Bluesky
Facebook
Instagram
Kick
Kwai
LinkedIn
Pinterest
Reddit
Rumble
Snapchat
Telegram
Threads
TikTok
Truth Social
Twitch
X
YouTube
Quora
Google Quick Search
Markets
Mosaic
Amazon
AliExpress
eBay
Etsy
Gumtree
H&M
Sephora
Home Depot
Target
Vinted
Walmart
Klarna
Kohl's
Wayfair
Meta Ad Library
Google Ads Transparency
TripAdvisor
Trustpilot
Yelp
G2
Apple Music
SoundCloud
Spotify
Content Analysis
App Store
Google Play
GitHub
Hacker News
Komi
Linkbio
LinkMe
Linktree
Pillar
Rightmove
Zillow
Zoopla
Airbnb
Booking.com
Job boards
Companies House
Polymarket
On-Page
Web Scraping
PanoramaFindFree
Search the catalogue and read each endpoint’s parameters and price.
list_endpointsList Monocrawl endpointsget_endpointDescribe one endpointget_docsRead Monocrawl documentation
MCP server for AI agents
Give your agent
the whole web.
One connection.
Connect your coding agent, AI assistant or chat app to Monocrawl and your agent can pull live public data from 74 platforms. It finds the right endpoint, checks the price and brings back structured results with source links.
Claude Code
Codex
Cursor
VS Code
GrokOpenCode
Gemini CLI
OpenClawHermesClaude.ai
ChatGPT
150 free credits to start · No card required
Claude Codemonocrawl connectedWho gets more views per video on YouTube, MKBHD or Mark Rober?
monocrawl · list_endpoints {"platform":"youtube"}
28 YouTube endpoints · free
monocrawl · call_endpoint youtube/profile/full {"handle":"mkbhd"}
21.3M subscribers · 10 recent videos · 5 credits
monocrawl · call_endpoint youtube/profile/full {"handle":"markrober"}
82.9M subscribers · 10 recent videos · 5 credits
Mark Rober. A typical video gets 27.5M views, about 5× Marques Brownlee’s 5.6M. Marques Brownlee posts more often: 1.3 videos a week against 0.2.
Mark Rober82.9M subscribers27.5M
Marques Brownlee21.3M subscribers5.6M
Sources
Real YouTube data, recorded 23 Sep 2026
Setup
One command.
Then just ask.
Pick your app. Coding agents and AI assistants install with one command, chat apps with a server URL. All of them finish with a browser sign-in, so there is no key to paste anywhere.
Integration setup guideTerminal
npx -y monocrawl-cli@latest init --agent claude- Run it in your terminal, or paste it to your agent.
- Approve Monocrawl in the browser window that opens.
- Ask for data. Your agent finds the endpoint, checks the price and calls it.
Browser sign-in. No API key to copy. Needs Node.js 18.17 or newer.
Hosted MCP
https://www.monocrawl.com/mcp/oauthFor other MCP clients. Browser sign-in, no API key.
API key
https://www.monocrawl.com/mcpFor servers and CI. Send the key as a Bearer token.
What it can reach
74 platforms.
651 endpoints.
Social, search, shopping, ads, reviews and more, behind the same tools and the same response format. Click any platform to see what it returns.
Social
Search
Commerce
Reviews
AI answers
App stores
Developer
Travel
Composite
Tools
19 tools.
Looking is free.
Fetch
Call any endpoint, read large results in full and check the balance.
call_endpointRetrieve data from a Monocrawl endpointget_resultRead stored result evidenceget_balanceCheck credit balance
Watch
Create, run and read scheduled monitors, with confirmation steps.
create_monitorCreate a monitorrun_monitorRun a monitor once, nowmonitor_findingsRead a monitor’s findingslist_monitorsList monitorsget_monitorInspect a monitorupdate_monitorPause, resume or edit a monitormark_monitor_findings_seenMark monitor findings as seendelete_monitorDelete a monitor
Spend control
Its own key.
Its own budget.
Give each agent a key with a lifetime credit cap. When it reaches the cap, further requests are refused. Revoke the key any time.
- A cap per keySet it once. The agent can never spend past it.
- Approvals in your clientTurn on tool approval in your agent to confirm each request.
- Preview monitor costsReview the estimated credits before starting scheduled checks.
Research agentmn_••••••••••••Active
120 used380 left before the key stops
Example key · requests past the cap are refused, not charged
Examples
Ask for anything public.
Get the data back.
How often does MrBeast post on TikTok, and how do those videos do?
call_endpointtiktok/profile/full2 credits
98.9M
86.7M
12.1M
8.5MWhat is Gymshark advertising in the UK right now?
call_endpointmeta_ads/company-ads4 credits
30 active ads · 17 started in the last 30 days · newest “Up to 50% off*”
Find people on r/Notion looking for an alternative this month.
call_endpointreddit/subreddit/search1 credit
- I'm switching to Google Docs until i find a good Notion alternativer/Notion · 97 upvotes · 124 comments
- Notion alternative for the operations half coz the new row permissions still dont cut itr/Notion · 8 upvotes · 14 comments
- Help: looking for a free, web-based alternative to Notion Mailr/Notion · 8 upvotes · 17 comments
Real public data, recorded 23 Sep 2026.
Before you start
Agents,
answered.
Do I need to copy an API key?
No. Coding agents and AI assistants connect with one command and chat apps with a server URL; all of them finish with a browser sign-in. If you prefer keys, the MCP server also accepts an API key header.
What does discovery cost?
Nothing. list_endpoints and get_endpoint are free, so your agent can search the catalogue and check a price before it spends anything. You pay only for the data requests it makes.
Which agents does it work with?
It works with the coding agents Claude Code, Codex, Cursor, VS Code, Grok, OpenCode and Gemini CLI, the AI assistants OpenClaw and Hermes, and the chat apps Claude.ai and ChatGPT. Any other client that supports remote MCP over Streamable HTTP can connect too. You can also call the same endpoints over REST from your own code or a workflow tool such as n8n.
How do I control what my agent spends?
Give the agent its own API key with a lifetime credit cap: once it reaches the cap, further requests are refused. Revoke the key at any time and turn on tool approval in your client to confirm each request. Scheduled monitors use account funding separately from the agent key; review their estimated cost before activation and pause them from the monitor page.
What happens when a result is large?
Large results are stored, and get_result reads them back in chunks at no extra credits. In one owner test in ChatGPT, a TikTok search for “nasa” returned 30 rows, read back in full over 27 chunks.
Does my agent get sources it can cite?
Yes. Results keep the links back to the original posts, videos, listings and pages, along with the request metadata, so your agent can show where each fact came from.
Connect your agent.
Ask your first question.
Start with 150 free credits. No card required.