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Firecrawl MCP Server

Firecrawl MCP Server

by horizon-angel
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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.6/5.0

    Scored across 26 tools

    Disambiguation4/5

    Most tools target a clearly distinct resource+action (scrape vs map vs crawl vs parse vs interact), and the specialized searches (developer, gov, research, web) are scoped by source domain. The weakest boundaries are firecrawl_monitor_check vs firecrawl_monitor_checks and firecrawl_search vs firecrawl_find_tools, both of which require reading the descriptions to separate.

    Naming Consistency4/5

    A predictable firecrawl_<noun>_<action> snake_case pattern dominates (scrape, map, crawl, monitor_create/update/delete, research_*_paper). A few names drop the verb or invert order — firecrawl_agent_status, firecrawl_credit_usage, firecrawl_find_tools — which are minor deviations but still readable.

    Tool Count3/5

    At 26 tools the surface is heavy, though the server genuinely spans several domains (scrape/crawl, agent, monitors, research, specialized search, billing). The monitor family alone is seven tools, and some pairs (monitor_run, agent_status) could plausibly be folded into existing operations.

    Completeness4/5

    Coverage is broad and lifecycle-complete in most areas: monitors have full CRUD plus run/checks, interact has a stop, agent has status polling, and research papers have search/inspect/related/read. Minor gaps remain — no crawl cancellation or batch-scrape operation, and job control is limited to read-only status checks.

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues

    Resources