Ext Ops Panel
Open dashboard
Comparison

Firecrawl vs YaCy peer-to-peer search

Firecrawl is an MCP server published by firecrawl. Marketplaces we read that list it: 1 (Docker MCP Catalog). YaCy peer-to-peer search is an MCP server published by pad01g. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. 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
MarketplaceFirecrawlYaCy peer-to-peer search
Docker MCP Catalog Listed
Version: sha256:28e677a10704
Forks (GitHub): 906
Pulls (Docker Hub): 138 415
Stars (Docker Hub): 20
Stars (GitHub): 7 603
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 1
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

Firecrawl vs YaCy peer-to-peer search
FactFirecrawlYaCy peer-to-peer search
Marketplaces that list it11
Stars (GitHub) (differs)7 603 (better)1 (worse)
Pulls (Docker Hub) (differs)138 415No figure on Docker Hub
Forks (GitHub) (differs)906 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/firecrawl)On your machine (ghcr.io/pad01g/yacy-search-mcp:1.0.0)
Transportstdiostdio
Tools it declares (differs)26Not published
Environment variables it asks for (differs)8, secrets among them: 15, secrets among them: 1
Licence (differs)MITNot stated
Repository (differs)github.com/mendableai/firecrawl-mcp-servergithub.com/pad01g/yacy_search_server
Changes in the last 7 days00
First seen2026-10-112026-10-11

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

In its own words, on Docker MCP Catalog:

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

YaCy peer-to-peer search

In its own words, on Official MCP Registry:

Web search, crawling and ranking evaluation on your own YaCy peer: no API key, no central service.

How to run each

Firecrawl As a local MCP server: Docker image

Claude Code
claude mcp add --env "FIRECRAWL_API_KEY=<YOUR_FIRECRAWL_API_KEY>" --transport stdio firecrawl -- docker run -i --rm -e FIRECRAWL_API_KEY mcp/firecrawl

Requires: FIRECRAWL_API_KEY (secret)

YaCy peer-to-peer search As a local MCP server: Docker image

Claude Code
claude mcp add --env "YACY_ADMIN_PASSWORD=<YOUR_YACY_ADMIN_PASSWORD>" --env "YACY_URL=<YOUR_YACY_URL>" --transport stdio yacy-search -- docker run -i --rm -e YACY_ADMIN_PASSWORD -e YACY_URL ghcr.io/pad01g/yacy-search-mcp:1.0.0

Requires: YACY_ADMIN_PASSWORD (secret), YACY_URL

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

Tools each declares

The marketplaces of YaCy peer-to-peer search 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_URL
  • FIRECRAWL_CREDIT_CRITICAL_THRESHOLD
  • FIRECRAWL_CREDIT_WARNING_THRESHOLD
  • FIRECRAWL_RETRY_BACKOFF_FACTOR
  • FIRECRAWL_RETRY_INITIAL_DELAY
  • FIRECRAWL_RETRY_MAX_ATTEMPTS
  • FIRECRAWL_RETRY_MAX_DELAY

Only YaCy peer-to-peer search asks for

  • YACY_ADMIN_PASSWORD (secret)
  • YACY_ADMIN_USER
  • YACY_ALLOW_TRUST_SETTINGS
  • YACY_CRAWL_ALLOW_PRIVATE
  • YACY_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Firecrawl · What it can do: YaCy peer-to-peer search · 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.

Where the data comes from: how the catalog is built