A
licenseNot graded
qualityD
maintenanceA Model Context Protocol server that allows LLMs to interact with web content through standardized tools, currently supporting web scraping functionality.
1
MIT
ScrapeGraph MCP Server
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TDQS
A4.5/5.0
Scored across 8 tools
Disambiguation4/5
Most tools have distinct purposes with clear boundaries: agentic_scrapper for multi-step automation, markdownify for content conversion, scrape for raw HTML, searchscraper for web searches, sitemap for site discovery, smartcrawler_initiate/fetch_results for multi-page crawling, and smartscraper for structured extraction. However, smartscraper and agentic_scrapper could be confused as both involve AI extraction, though their scopes differ (single-page vs. multi-step workflows).
Naming Consistency3/5
The naming is mixed with no consistent pattern. Some tools use snake_case (agentic_scrapper, markdownify, scrape, searchscraper, sitemap, smartscraper), while smartcrawler_initiate and smartcrawler_fetch_results use a verb_noun format but with camelCase-like compound words. There's also inconsistency in verb styles: 'scrape' vs. 'scrapper' vs. 'crawler', and 'markdownify' is a unique verb. The set is readable but lacks a unified convention.
Tool Count5/5
With 8 tools, the count is well-scoped for a web scraping server. Each tool serves a specific function in the scraping workflow, from basic fetching (scrape) to complex automation (agentic_scrapper) and multi-page operations (smartcrawler). No tool feels redundant or missing given the domain, making the set appropriately sized for comprehensive scraping tasks.
Completeness5/5
The tool set provides complete coverage for web scraping workflows. It includes basic fetching (scrape, markdownify), structured extraction (smartscraper), site discovery (sitemap), multi-page crawling (smartcrawler), web searches (searchscraper), and advanced automation (agentic_scrapper). There are no obvious gaps; agents can handle everything from simple page retrieval to complex, interactive scraping scenarios with full lifecycle support.
Maintenance
ActivityStale
ResponsivenessUnresponsive