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io.github.ScrapeGraphAI/scrapegraph-mcp vs Email Finder Server

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). Email Finder Server is an MCP server published by admosolutionsgo-star. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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

Where each is published
Marketplaceio.github.ScrapeGraphAI/scrapegraph-mcpEmail Finder Server
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: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Docker MCP Catalog Listed
Version: sha256:43e315d80397
Forks (GitHub): 38
Pulls (Docker Hub): 19 626
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

io.github.ScrapeGraphAI/scrapegraph-mcp vs Email Finder Server
Factio.github.ScrapeGraphAI/scrapegraph-mcpEmail Finder Server
Marketplaces that list it (differs)2 (better)1 (worse)
Stars (GitHub) (differs)115 (better)0 (worse)
Pulls (Docker Hub) (differs)19 626No figure on Docker Hub
Forks (GitHub) (differs)38 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Remote server or your machineRemote server (mcp.apify.com)
Transport (differs)stdio, Streamable HTTPStreamable HTTP
Tools it declares (differs)8Not published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/scrapegraphai/scrapegraph-mcpgithub.com/admosolutionsgo-star/email-finder-server
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 2 days ago, requires a keynot checked yet

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

In its own words, on Official MCP Registry:

AI-powered web scraping and data extraction capabilities through ScrapeGraph API

Email Finder Server

In its own words, on Official MCP Registry:

Extract emails and phones from any website via Apify.

How to run each

io.github.ScrapeGraphAI/scrapegraph-mcp As a local MCP server: PyPI package

Claude Code
claude mcp add --env "SGAI_API_KEY=<YOUR_SGAI_API_KEY>" --transport stdio scrapegraph-mcp -- uvx scrapegraph-mcp

Requires: SGAI_API_KEY (secret)

Email Finder Server

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only io.github.ScrapeGraphAI/scrapegraph-mcp has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Email Finder Server publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Email Finder Server 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: Email Finder Server · 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.

Where the data comes from: how the catalog is built