Firecrawl vs PyScrappy
Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). PyScrappy is an MCP server published by mldsveda. 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
| Marketplace |  Firecrawl |  PyScrappy |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:28e677a10704 Forks (GitHub): 910 Pulls (Docker Hub): 139 262 Stars (Docker Hub): 20 Stars (GitHub): 7 610 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.5.9 Downloads/month (PyPI): 1 044 Downloads/week (PyPI): 179 Forks (GitHub): 82 Stars (GitHub): 261 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 | PyScrappy |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 7 610 (better) | 261 (worse) |
| Pulls (Docker Hub) (differs) | 139 262 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 910 (better) | 82 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/firecrawl) | On your machine (pyscrappy) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 26 | Not published |
| Environment variables it asks for (differs) | 8, secrets among them: 1 | 1, secrets among them: 1 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/mendableai/firecrawl-mcp-server | github.com/mldsveda/pyscrappy |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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.
PyScrappy
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
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)
PyScrappy As a local MCP server: PyPI package
claude mcp add --env "OMDB_API_KEY=<YOUR_OMDB_API_KEY>" --transport stdio pyscrappy -- uvx --from "pyscrappy[mcp]" pyscrappy-mcp pyscrappyRequires: OMDB_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of PyScrappy publish no list of tools, so we do not compare tools.
Settings each asks for
Only Firecrawl asks for
FIRECRAWL_API_KEY (secret)FIRECRAWL_API_URLFIRECRAWL_CREDIT_CRITICAL_THRESHOLDFIRECRAWL_CREDIT_WARNING_THRESHOLDFIRECRAWL_RETRY_BACKOFF_FACTORFIRECRAWL_RETRY_INITIAL_DELAYFIRECRAWL_RETRY_MAX_ATTEMPTSFIRECRAWL_RETRY_MAX_DELAY
Only PyScrappy asks for
OMDB_API_KEY (secret)
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Firecrawl · What it can do: PyScrappy · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.