A
licenseNot graded
qualityC
maintenanceEnables agents to scrape, crawl, map, search, and extract web pages as clean markdown or structured JSON directly through MCP tools.
AGPL 3.0
CrawlForge MCP Server
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TDQS
A4.1/5.0
Scored across 31 tools
Disambiguation3/5
The set contains a large cluster of page-reading tools (scrape, extract_text, extract_content, fetch_url, extract_metadata, extract_links) whose boundaries are clarified only by dense 'not for' notes. Search and research tools (search_web, deep_research, agent) are more distinct, but an agent can still easily misselect among extraction variants.
Naming Consistency3/5
Naming mixes verb_noun (extract_text, scrape_structured), noun_verb (reddit_search, batch_scrape), and bare nouns (agent, localization, stealth_mode). Families like extract_* and scrape_* are internally consistent, but the overall convention is mixed and only readable with effort.
Tool Count2/5
31 tools is heavy for a scraping and research server, and the rubric flags 25+ as too many. Many tools are narrow variants (extract_text vs extract_content vs scrape), so the count reflects overlap more than distinct capabilities.
Completeness4/5
The surface covers search, fetching, extraction, browser interaction, research synthesis, monitoring, and result retrieval, with few obvious gaps. Minor missing pieces such as job cancellation or account/credit status are workaroundable and do not block core workflows.
Maintenance
ActivityNo data
ResponsivenessWithin a week