API comparison

PostToData vs ScrapeCreators: API, MCP and Pricing

Both PostToData and ScrapeCreators offer REST APIs, remote MCP access and prepaid billing. The useful comparison is the operation you need, its response fields and its billing unit: PostToData uses a USD balance; ScrapeCreators uses endpoint-priced credits.

By PostToData · Sources checked 2026-11-12. This is a provider-authored comparison of public information, not an independent performance test. Prices and features may change.

What changes between the two?

PostToData and ScrapeCreators: billing, integration and evaluation
Decision	PostToData	ScrapeCreators
Billing	Prepaid USD balance. $10 buys $10 of balance; $50 buys $55 of balance; $200 buys $240 of balance.	$47 for 25,000 credits or $497 for 500,000 credits; endpoint costs can vary. Source
Subscriptions and expiry	No subscription; balance does not expire.	One-time prepaid purchases; purchased credits do not expire. Source
AI integration	REST with API keys; remote MCP with API keys or OAuth in compatible clients.	Official remote MCP with OAuth or direct API-key authentication. Source
Response contract	Shared post, comment and user fields; unavailable values are documented. Check the platform and action before integrating.	JSON responses; use each endpoint's documentation to check fields and limitations. Source
Evaluation	1 verified website trial per network and device, up to 3 results. New accounts get $0.05 of credit once; no recurring free allowance.	Homepage advertises 100 signup credits; optional promotions have separate conditions. Source

PostToData references: pricing and trial rules · API / MCP contract · supported operations.

Compare the cost of a task

The $47 pack works out to $0.00188 per credit, or $1.88 per 1,000 calls only when each call costs one credit. The $497 pack works out to $0.994 per 1,000 one-credit calls. These are allocated costs, not the cash price of buying any arbitrary number of calls.

Check the endpoint weight, pagination and cache rules. A request can return a page of records, and a task can require several requests. A per-credit figure is not a price per post, nor proof that one provider is cheaper for your workload.

ScrapeCreators: credit costs and billing examples

PostToData example: one TikTok research task

One search page, one post lookup and one comment request, with all three succeeding:

search: $0.003 per call
post: $0.003 per call
comments: $0.003 per call

Total: $0.009 of wallet balance.

This is a budget example using current catalog prices, not a measured data-quality comparison. Extra pages or other actions add calls. Returned row counts and available fields can vary.

Which is a better fit for your application?

Consider PostToData if you want a prepaid dollar balance and a shared response model for supported public social data. It provides documented null and unavailable fields, compact output options, REST and MCP access. Confirm that the platform, action and field you need are actually supported.

Consider ScrapeCreators when a specific endpoint in its catalog fits your requirements, or when its official CLI, agent skill or MCP authentication workflow suits your tools. PostToData does not claim exclusive MCP support or broader coverage.

PostToData has limits: the website trial is small, authenticated calls are rate-limited, supported operations vary by platform, and upstream availability can change. A shared schema cannot create fields a source does not expose. There is no guarantee of complete history or of lower cost for every workload.

Compare one representative search, post lookup and comment page. Check cursor handling, missing fields and the cost of each step. ScrapeCreators documents platform-specific limitations, including incomplete profile feeds and duplicate search results; do not assume either service delivers a complete platform archive.

Check your integration before migrating

List the required platform, operation and fields. Compare the schemas, including nulls and source URLs.
Use the same representative input and pagination depth. Record returned rows and paid requests instead of comparing headline unit prices.
Check authentication, timeouts, rate limits and billing behaviour for failed or empty responses.

Inspect the published operation prices

curl "https://posttodata.com/prices.json"

Then follow the PostToData REST and MCP guide. Programmatic data calls require a prepaid API key.

Sources and scope

The linked provider pages support the product facts above. We did not measure traffic, search rankings, uptime, latency or completeness. An unconfirmed feature means it was not established by this review, not that it is unavailable.

Spotted a change? Contact [email protected].