Firecrawl vs gsc-pap
Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). gsc-pap is a plugin bundle for AI coding tools published by aliarifsoydas. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-18. 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 |  Firecrawl |  gsc-pap |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:28e677a10704 Forks (GitHub): 919 Pulls (Docker Hub): 139 643 Stars (Docker Hub): 20 Stars (GitHub): 7 621 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.2.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
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 | Firecrawl | gsc-pap |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 7 621 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 139 643 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 919 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/firecrawl) | Remote server (mcp.gscpap.com/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 26 | Not published |
| Environment variables it asks for (differs) | 8, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/mendableai/firecrawl-mcp-server | github.com/aliarifsoydas/gsc-pap-claude-plugin |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 1 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
Firecrawl
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
gsc-pap
Ask Claude about your Google Search Console top queries, decaying pages, ranking trends, content cannibalization, quick wins. Plug-and-play hosted MCP bridge: sign in with Google, copy a token, paste it. No GCP project, no Python, no JSON config files to manage. 18 read-only tools covering Search Analytics, URL Inspection, Sitemaps, and a built-in archive for trending data beyond Google's 16-month window. Per-site authorization layer means you decide which properties Claude can see, even though OAuth grants account-wide access. All tool calls audited at app.gscpap.com Built for SEO consultants, in-house marketers, and developers who want to delegate analysis to AI without exposing their Google credentials or wrangling 1000-line CSV exports.
How to run each
Firecrawl As a local MCP server: Docker image
claude mcp add --env "FIRECRAWL_API_KEY=<YOUR_FIRECRAWL_API_KEY>" --transport stdio firecrawl -- docker run -i --rm -e FIRECRAWL_API_KEY mcp/firecrawlRequires: FIRECRAWL_API_KEY (secret)
gsc-pap As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install gsc-pap@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only gsc-pap has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of gsc-pap publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of gsc-pap publish no settings it asks for, so we do not compare settings.
What it can do: Firecrawl · What it can do: gsc-pap · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.