The public web.One API.

Profiles, posts, ads, products, jobs and reviews from 45+ sites, as clean JSON from one key. Failed calls are free.

100 free credits a month. No card.

Sources

555 endpoints across 45+ sites. One key opens all of them.

Social, ads, commerce, reviews, jobs, travel and local. Each source has its own docs page listing every endpoint and its credit cost.

+ moreAll sources

How it works

You send a GET. We handle the rest.

Proxies, blocks and site changes are on us. You get the same JSON envelope from every source.

Your app

Your database

Your agent

01
Get a key
Sign up free. Your key works the moment it appears.
02
Send one GET
Add x-api-key as a header. Nothing else to set up.
03
Read the JSON
Every response is { data } or a typed error.

GET/v1/instagram/user/summary

x-api-key: ••••••••user_id=25025320

curl "https://api.toolzerhub.com/v1/instagram/user/summary?user_id=25025320" \
  -H "x-api-key: $TOOLZER_API_KEY"

200 OKResponse

{
  "data": {
    "id": "25025320",
    "username": "instagram",
    "full_name": "Instagram",
    "biography": "Discover what's new on Instagram 🔎✨",
    "external_url": "http://help.instagram.com",
    "profile_pic_url": "https://scontent.cdninstagram.com/v/t51.82787-19/550891366_18667771684001321_1383210656577177067_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_cat=1&ccb=7-5&_nc_sid=f7ccc5&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy4xMDgwLkMzIn0%3D&_nc_ohc=20oEy57A5B0Q7kNvwHl4oLL&_nc_oc=Adq9s_cDDujAS7EnucZhW1o3H7QvUHCexrncOJMDL4auO-iakLP1lHHGwBAPP4EHAiM&_nc_zt=24&_nc_ht=scontent.cdninstagram.com&_nc_gid=bCSLLhIA1zuXKvSGRJv2fg&_nc_ss=7b289&oh=00_AQLziUF6blR2bm4mGWwDKOldhZNO9SATD5DTZY_v1OK5qg&oe=6AA4D8E7",
    "is_private": false,
    "is_verified": true,
    "edge_followed_by": {
      "count": 686452333
    },
    "edge_follow": {
      "count": 286
    },
    "fbid": "17841400039600391",
    "bio_links": [
      {
        "image_url": "",
        "is_pinned": false,
        "link_id": "18608813734063667",
        "link_type": "external",
        "lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Fhelp.instagram.com%2F&e=AUAwVHxE2WNJEUgOOieUk2ysAju1KIgeQzLcXP7huoRajaHsMAau4QQKsTBfc-HU7Bujop55EKFT3e7tClCQvZd0VIWBH-RTtNVZaKgeoYUU8EFPAdmarZmC232ux_pQ8sdNqDA6Bz63v8vpsq0Cj1MEIGo",
        "media_accent_color_hex": "",
        "media_type": "none",
        "title": "",
        "url": "http://help.instagram.com",
        "creation_source": "NONE"
      },
      {
        "image_url": "",
        "is_pinned": false,
        "link_id": "18464460457112790",
        "link_type": "external",
        "lynx_url": "https://l.instagram.com/?u=https%3A%2F%2Fyoutu.be%2Fac_qIXO0zlY&e=AUACWtefVGOFku9-1tODg8g7kyacNnka2bKgcKxo7XiqZ1PFrXyb15UBO2D6QvFlx5M3Yf1BQWDWkcyE-HzMtIaIPh94LfR9uroYPntUHQvV0yLmsfSlZnrqOF1eNXZL0k4i1bXV4rwIWXUNczE9BzaJz-8",
        "media_accent_color_hex": "",
        "media_type": "none",
        "title": "Carversations with Salma Hayek",
        "url": "https://youtu.be/ac_qIXO0zlY",
        "creation_source": "NONE"
      }
    ]
  }
}

Recorded @instagram response

Use cases

Pick the job. The endpoints are ready.

Five jobs teams call us for, with the exact endpoints they use.

Find creators and check their real numbers.

Profiles, follower counts, reels and hashtag videos, straight from TikTok and Instagram.

For agents

Give your agent the public web. In one install.

Our MCP server and skill teach Claude, Cursor or any MCP client to find an endpoint, call it with your key and read the result.

Terminal

claude mcp add --transport http toolzerhub https://api.toolzerhub.com/mcp \
  --header "x-api-key: your_api_key"

Set up your agentMCP serverClaudeOpenAPI

Find the most upvoted Reddit threads about standing desks this month.

search_endpoints"reddit search posts"

call_endpointGET /v1/reddit/search?q=standing+desk200

Here are the top threads, sorted by upvotes:

1

2

3

4

Sample interface data

Open source

Free scrapers on GitHub. The API picks up where they stop.

One-file Python scripts for public pages. MIT licensed, no login, checked against the live sites.

All scrapers and guides

Why ToolzerHub

Stop fixing scrapers. Start shipping features.

Everything you would have to build and babysit yourself, already done.

Build it yourselfToolzerHub

First data: Weeks of proxies, parsers and retries; Minutes after you sign up
Blocks and site changes: Your scraper breaks, you fix it; We handle them, your code stays the same
Response format: A different shape for every site; One JSON shape across 45+ sites
Deleted profiles: Errors and crashed loops; A clean 200 with data null and a reason
Failed requests: You still pay for proxies and servers; 0 credits, you pay only for answers
Cost to start: Servers, proxies and engineering time; 100 free credits a month, no card

Pricing

Pay per call. Buy more, pay less.

Free

$0/month

100 credits a month

3 requests a second
All 555 endpoints
No card needed

Get free API key

Starter

Save 11%

$29/month

20,000 credits a month

$1.45 per 1,000 credits
5 requests a second
Credits roll over 1 month
Cancel anytime

Get Starter

Straight answers.

Still stuck? Ask us or read the docs.

What is ToolzerHub?

ToolzerHub is a pay-per-call API that returns public web data as JSON. It has 555 endpoints across 45+ sites, including TikTok, Instagram, YouTube, Reddit, LinkedIn, Google Maps and eBay. One API key, one GET request, one response shape.

Which sites does it cover?

ToolzerHub covers 45+ sites: TikTok, Instagram, YouTube, Reddit, LinkedIn, X, Threads, Facebook, the Meta, TikTok and Google ad libraries, TikTok Shop, eBay, Walmart, Etsy, Google Maps, Yelp, Trustpilot, G2, Glassdoor, Indeed, Zillow, Airbnb, Booking, RedNote, Weibo and Douyin.

What does a call cost?

Most ToolzerHub endpoints cost 1 credit per call; heavier ones cost more, and the docs list each price. Plans run from $29 for 20,000 credits to $495 for 500,000, which is $1.45 down to $0.99 per 1,000 credits.

Is there a free plan?

Yes. The ToolzerHub free plan gives 100 credits every month at 3 requests per second, with no card. Sign up and the key works immediately on all 555 endpoints.

Do failed calls cost credits?

No. A call that returns a 4xx or 5xx costs 0 credits on ToolzerHub. You are charged only when a call succeeds.

What data does ToolzerHub return?

ToolzerHub returns public data only: profiles, posts, ads, listings, reviews and jobs that anyone can see. It never accesses private accounts.

Is the data live?

Yes. Each ToolzerHub call fetches from the source when you make it. A few busy endpoints may answer from a cache a few minutes old.

What happens when a profile or post no longer exists?

A deleted or missing record returns HTTP 200 with data set to null and a reason such as record_not_found. ToolzerHub treats a missing record as an answer, not an error, so your code keeps running.

Can AI agents use ToolzerHub?

Yes. ToolzerHub has a remote MCP server at api.toolzerhub.com/mcp and an npm package, @toolzerhub/mcp, for Claude Code, Claude Desktop, Cursor, VS Code and any MCP client. An agent skill is at toolzerhub/agent-skills. Both use your normal API key.

Start with 100 free credits.

Sign up, copy your key, send your first request. No card, no waitlist.

Get a key

Send one GET

Read the JSON

Find creators and check their real numbers.

Start with 100 free credits.