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AIMLPM/markcrawl

AIMLPM/markcrawl

by AIMLPM

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    Firecrawl, the context API for AI agents, as an MCP server. Search the web, scrape any URL, parse PDFs and documents, crawl and map sites, interact with pages in a real browser, run Agent research jobs, monitor pages for changes, and search scientific papers. Returns clean Markdown or structured JSON. Run locally with npx firecrawl-mcp or connect to https://mcp.firecrawl.dev/v2/mcp
    28
    158,347 npm
    7,764
    MIT

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TDQS

A4.7/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct role in the crawl pipeline: crawl_site fetches content, list_pages provides an overview, search_pages filters by keyword, read_page returns full content, and extract_data produces structured fields. There is no overlap or ambiguity between the tools.

Naming Consistency5/5

All tool names follow the same verb_noun snake_case pattern: crawl_site, list_pages, search_pages, read_page, extract_data. The verbs are consistent and clearly describe the operation, and the nouns reflect the target object.

Tool Count5/5

The server has 5 tools, which is well-scoped for its purpose. Each tool is necessary for the crawl, browse, and extract workflow, and there is no superfluous or redundant surface area.

Completeness5/5

The tool set covers the full lifecycle of crawling and working with web content: ingestion (crawl_site), discovery (list_pages, search_pages), retrieval (read_page), and structured analysis (extract_data). There are no obvious dead ends or missing operations for the stated domain.

Maintenance

ActivityNo data
ResponsivenessSyncing