ScrapeCreators review

ScrapeCreators is a hosted social media scraping API: your application sends HTTP requests to the vendor’s service, which returns publicly available data. It is not a scraping library or a server you deploy in your own infrastructure. The service sits between your application or data pipeline and social platforms, handling collection for profiles, posts, videos, comments, ad libraries and metrics.

The homepage lists TikTok, Instagram, YouTube, Facebook, X, Reddit and other platforms. Requests use endpoint URLs, query parameters and a single x-api-key header. Most requests consume credits; a cached result costs zero credits, while a cache miss fetches data live. That makes the API a potential ingestion layer for an app, analytics job or agent, rather than a data store or transformation system. Your code still needs to handle returned data, retries and downstream storage. The vendor also offers an MCP server and CLI for agent and command-line workflows.

The integration surface is a hosted HTTP API with endpoint paths, query parameters and one x-api-key header. The homepage shows a cURL request and offers cURL, JavaScript and Python examples. It says no SDK is required; it does not name SDK package names, so confirm SDK support in the vendor’s docs before choosing a language-specific client.

For AI tooling, ScrapeCreators provides an MCP server at https://api.scrapecreators.com/mcp. The vendor says it works with Claude, Cursor or another MCP client, exposing endpoints as tools. It also lists a CLI and a maintained Claude Code skill, alongside an OpenAPI spec and LLM-focused documentation. The homepage links to setup guides and CLI docs. This gives teams several ways to call the same service, but the published integration details do not describe webhooks or a separate plugin system. Check the docs for endpoint-specific parameters, response schemas and error handling before wiring requests into production.

The pricing page lists a Free plan with 100 credits and up to 1,200 bonus credits across 38+ APIs. It is a one-time allocation, not a recurring monthly allowance, and the page says credits never expire. There is no subscription or annual billing. Cache hits cost zero credits; cache misses use credits, so actual consumption depends on how often requested results are already cached and how each endpoint charges.

For paid use, the page lists Freelance at $47 for 25,000 credits, equivalent to $1.88 per 1,000 requests, and Business at $497 for 500,000 credits, or $0.99 per 1,000 requests. Both are one-time purchases covering 38+ APIs, with non-expiring credits. Enterprise is custom-priced for 1,000,000+ credits. The pricing notes say there are no overage fees; additional credit packs are available, but their prices are not published. Before estimating production cost, confirm endpoint credit costs and how cache behavior affects your workload.

ScrapeCreators is presented as a hosted API, with an MCP endpoint and CLI that connect to the vendor’s service. The vendor does not publish an open-source license or a self-hosting option. Teams that require control over the scraping infrastructure should confirm whether any deployment model beyond the hosted service is available.

The vendor does not publish data-export or migration details on the vendor's site. Your application can call the API through standard HTTP requests, but portability depends on how your code handles the response schemas, which endpoints you use and whether your downstream systems retain their own copies of collected data. Keep a normalized internal data model and store data you need to preserve. Before adopting the service, ask about export formats, data retention, endpoint-version changes and what happens to account data when you leave.

The vendor says there are no account-level rate or concurrency caps, but recommends staying below 500 concurrent requests for reliability. It also reports a 98.2% success rate and 3.12-second average response over the last 30 days; these are vendor figures, not independent measurements. The homepage says cache misses fetch live data, which makes results dependent on the availability and behavior of the source platforms.

Reddit comments include an allegation that ScrapeCreators and another provider can hit rate limits or IP bans when usage scales past a demo, while another commenter recommends comparing cost and failure rate on the same batch. These are user reports, not verified service limits, but they are relevant production risks. The API uses an x-api-key, so protect it in server-side secret storage. The vendor does not publish security or compliance details here; ask about data handling, retention and incident processes before sending sensitive workloads.