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Firecrawl Agent MCP Server

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      TDQS

      A3.9/5.0

      Scored across 5 tools

      Disambiguation5/5

      Each tool has a clearly distinct purpose with no ambiguity: agent_execute for immediate agent tasks, agent_start for async jobs, agent_status for job monitoring, scrape for single URLs, and search for web searches. The descriptions explicitly differentiate use cases, preventing misselection.

      Naming Consistency5/5

      All tool names follow a consistent snake_case pattern with clear verb_noun or noun_verb structures (e.g., agent_execute, agent_start, scrape, search). There are no deviations in naming conventions, making the set predictable and readable.

      Tool Count5/5

      With 5 tools, the server is well-scoped for web data extraction and agent tasks. Each tool earns its place by covering distinct aspects: synchronous and asynchronous agent execution, job monitoring, single-page scraping, and multi-source search. This count is neither too sparse nor bloated.

      Completeness4/5

      The tool surface covers core workflows for web scraping and agent-based data gathering, including start, execute, status, scrape, and search operations. A minor gap exists in lacking explicit tools for managing or canceling async jobs, but agents can work around this by using the provided tools effectively.