io.github.ScrapeGraphAI/scrapegraph-mcp vs Data Quality Gate - deterministic post-scrape cleaner + verdict
io.github.ScrapeGraphAI/scrapegraph-mcp is an MCP server published by ScrapeGraphAI. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). Data Quality Gate - deterministic post-scrape cleaner + verdict is an MCP server published by aidatatools-dev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.ScrapeGraphAI/scrapegraph-mcp | |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.1 Downloads/month (PyPI): 433 Downloads/week (PyPI): 121 Forks (GitHub): 38 Stars (GitHub): 115 Not marked · First seen |
Listed Version: 0.3.0 No figure published Not marked · First seen |
| Docker MCP Catalog | Listed Version: sha256:43e315d80397 Forks (GitHub): 38 Pulls (Docker Hub): 19 521 Stars (Docker Hub): 4 Stars (GitHub): 115 Not marked · First seen |
Not listed |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | io.github.ScrapeGraphAI/scrapegraph-mcp | Data Quality Gate - deterministic post-scrape cleaner + verdict |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 115 | No figure on GitHub |
| Pulls (Docker Hub) (differs) | 19 521 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 38 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server or your machine | Remote server (www.aidatatools.dev/api/mcp_server) |
| Transport (differs) | stdio, Streamable HTTP | Streamable HTTP |
| Tools it declares (differs) | 8 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/scrapegraphai/scrapegraph-mcp | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | not checked yet | Responded 5 h ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
io.github.ScrapeGraphAI/scrapegraph-mcp
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
Data Quality Gate - deterministic post-scrape cleaner + verdict
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
How to run each
io.github.ScrapeGraphAI/scrapegraph-mcp As a local MCP server: PyPI package
claude mcp add --env "SGAI_API_KEY=<YOUR_SGAI_API_KEY>" --transport stdio scrapegraph-mcp -- uvx scrapegraph-mcpRequires: SGAI_API_KEY (secret)
Data Quality Gate - deterministic post-scrape cleaner + verdict As a remote MCP server
claude mcp add --transport http data-quality-gate https://www.aidatatools.dev/api/mcp_serverCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Data Quality Gate - deterministic post-scrape cleaner + verdict has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of Data Quality Gate - deterministic post-scrape cleaner + verdict publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of Data Quality Gate - deterministic post-scrape cleaner + verdict publish no settings it asks for, so we do not compare settings.
What it can do: io.github.ScrapeGraphAI/scrapegraph-mcp · What it can do: Data Quality Gate - deterministic post-scrape cleaner + verdict · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.