A
licenseNot graded
qualityD
maintenanceA Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities.
22,552 npm
1
MIT
firecrawl-mcp-server
by firecrawl
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TDQS
A3.8/5.0
Scored across 26 tools
Disambiguation4/5
Most tools have distinct purposes, especially within their subgroups (monitor, research, feedback). However, there is potential confusion between scrape, extract, and parse, as all three deal with extracting data from pages. Also, agent and interact both involve dynamic page interaction. The descriptions help, but overlap exists.
Naming Consistency5/5
All tools follow the 'firecrawl_verb' or 'firecrawl_verb_noun' pattern consistently. Even the research subgroup uses 'firecrawl_research_action', maintaining a clear and predictable structure.
Tool Count3/5
26 tools is on the higher side. The server covers a broad scope (scraping, crawling, monitoring, research, feedback) which justifies the count, but it feels slightly bloated with very specific tools like firecrawl_interact_stop and separate feedback tools. Could be streamlined.
Completeness4/5
The tool surface is comprehensive for web data extraction and monitoring. It covers all major operations: scrape, crawl, map, search, extract, parse, interact, and monitor. The addition of research tools extends the domain. Minor gaps exist (e.g., no tool for bulk URL management), but overall it's well-covered.
Maintenance
ActivityActive
ResponsivenessUnresponsive