Monocrawl
Live public data from 70+ platforms for AI agents: TikTok, Instagram, YouTube, X, Reddit, Amazon, Google and more, on one key.
เซิร์ฟเวอร์ MCP แบบโฮสต์
npx add-mcp 'https://www.monocrawl.com/mcp/oauth'ติดตั้งลง Claude Code, Codex, Cursor และอื่นๆ
เอกสาร
How many followers does Gymshark have on TikTok?
call_endpoint tiktok/profile 1 credit
{
"platform": "tiktok",
"endpoint": "profile",
"params": {
"handle": "gymshark"
},
"max_credits": 1
}

Gymshark
@gymshark
Followers
6.66M
Likes
140.4M
Videos
448
Gymshark has 6.66M followers on TikTok, with 140.4M likes across 448 videos.
Recorded Monocrawl response, 22 Sept 2026. Live values will differ.
Every major network.The same tools.
Profiles, posts, comments, search and more, read from Monocrawl’s live catalogue. Each network has its own operations and prices; your agent reads them before it calls.
[
- Profiles
- Posts
- Videos
- Comments
- Search ](https://www.monocrawl.com/platforms/tiktok)[
- Profiles
- Posts
- Videos
- Comments
- Search ](https://www.monocrawl.com/platforms/instagram)[
- Profiles
- Videos
- Comments
- Search
- Hashtags ](https://www.monocrawl.com/platforms/youtube)[
- Profiles
- Posts
- Comments
- Search
- Followers ](https://www.monocrawl.com/platforms/x)[
- Profiles
- Posts
- Comments
- Search
- Transcripts ](https://www.monocrawl.com/platforms/reddit)[
- Profiles
- Posts
- Videos
- Comments
- Search ](https://www.monocrawl.com/platforms/facebook)[
- Profiles
- Posts
- Videos
- Comments
- Search ](https://www.monocrawl.com/platforms/linkedin)[
- Profiles
- Posts
- Comments
- Search ](https://www.monocrawl.com/platforms/threads)[
- Posts
- Search ](https://www.monocrawl.com/platforms/pinterest)[
- Profiles
- Posts
- Search ](https://www.monocrawl.com/platforms/bluesky)[
- Profiles
- Videos
- Comments ](https://www.monocrawl.com/platforms/snapchat)[
- Profiles
- Videos ](https://www.monocrawl.com/platforms/twitch)[
- Search
- Products
- Reviews
- Creator showcases ](https://www.monocrawl.com/platforms/tiktokshop)
One command.Then just ask.
Coding agents connect with one command and chat apps with a server URL. Both finish with a browser sign-in, so there is no key to paste.
Terminal $ 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/oauth
For other MCP clients. Browser sign-in, no API key.
API key https://www.monocrawl.com/mcp
For servers and CI. Send the key as a Bearer token.
19 tools,not hundreds.
Your agent discovers the catalogue at runtime instead of loading a tool for every endpoint. This is the path it takes for each question.
- 01
Find
list_endpointsSearches the catalogue by platform or keyword. Free - 02
Check
get_endpointReads the parameters and the current price before spending. Free - 03
Fetch
call_endpointRuns one request, capped by max_credits, and returns credits used. Credits - 04
Read
get_resultReads a large result in full, without paying again, for 24 hours. Free
Monitors, balance checks and the docs are tools too. See everything an agent can do
Your agent spendsonly what you allow.
Limits live on Monocrawl’s side, so they hold whichever AI app is calling.
A limit for each connection
Every agent connection has its own credit limit, separate from your balance. Change it any time without reconnecting.
A ceiling on every call
max_credits refuses a request that would cost more before anything is spent.
Free estimates first
dry_run returns a zero-credit estimate without fetching, so an agent can price a job first.
Monitors ask first
Creating, running, resuming or deleting a monitor needs an explicit confirm step.
- Instagram data APIs compared
- TikTok data APIs compared
- TikTok Shop APIs compared
- YouTube data APIs compared
- YouTube transcript APIs compared
- Facebook data APIs compared
- X data APIs compared
- Threads data APIs compared
- Pinterest data APIs compared
- Reddit data APIs compared
- Quora data APIs compared
- Telegram data APIs compared
- Snapchat data APIs compared
- Truth Social data APIs compared
- Live streaming data APIs compared
- Music data APIs compared
- Social media data APIs compared
- Influencer data APIs compared
- Social listening APIs compared
- Ad library APIs compared
- Amazon product data APIs compared
- Walmart product data APIs compared
- AliExpress data APIs compared
- Etsy data APIs compared
- Vinted data APIs compared
- Google Shopping APIs compared
- Retail product data APIs compared
- Google Maps data APIs compared
- Yelp data APIs compared
- Tripadvisor data APIs compared
- Trustpilot review APIs compared
- G2 data APIs compared
- App review APIs compared
- Booking.com data APIs compared
- Airbnb data APIs compared
- Zillow data APIs compared
- UK property data APIs compared
- Job posting data APIs compared
- Google search (SERP) APIs compared
- Web scraping APIs compared
- Google Trends APIs compared
What is a social media MCP server?
An MCP server gives an AI app tools it can call. Monocrawl’s hosted server lets Claude, ChatGPT, Cursor, Codex and other MCP clients find public data on TikTok, Instagram, YouTube, Reddit, X and more, check what each request costs, and fetch it with your account’s credits.
Does my agent need my TikTok or Instagram login?
No. Monocrawl reads public data, so there is no social login, platform app or app review. You connect your AI app to Monocrawl once, with a browser sign-in.
Which AI apps can connect?
Claude Code, Codex, Cursor, VS Code, Grok and OpenCode connect with one setup command. Claude.ai and ChatGPT connect as a custom connector at https://www.monocrawl.com/mcp/oauth. Any app that starts a local MCP process can use the monocrawl-mcp package with an API key.
What does it cost?
Looking is free: listing endpoints, reading an endpoint’s price and parameters, and reading the docs cost nothing. Data calls use credits at each endpoint’s published price, and every account gets 1,000 free credits a month. Failed calls cost nothing.
How do I stop an agent overspending?
Each connection has its own credit limit, separate from your account balance, which you can change at any time. Every data call can also carry a max_credits ceiling, which refuses a request that would cost more before anything is spent.
Can my agent set up alerts?
Yes. The monitor tools create, run and read scheduled monitors. Creating, running, resuming or deleting one needs a confirmation step, and each check requires sufficient available account funding.
Connect your agent.Start free today.
1,000 free credits every month. No card required.