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Automatelab WebMCP tools

AutomateLab's free AI-SEO and automation tools (AI SEO checker, AI Overview eligibility, FAQ schema audit, GPTBot/robots helper, llms.txt validator, n8n cost calculator and workflow validator, Zapier/Make/n8n pricing) plus blog and dataset search — each exposed to agents as a WebMCP tool.

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What an agent can do on Automatelab

AutomateLab's free AI-SEO and automation tools (AI SEO checker, AI Overview eligibility, FAQ schema audit, GPTBot/robots helper, llms.txt validator, n8n cost calculator and workflow validator, Zapier/Make/n8n pricing) plus blog and dataset search — each exposed to agents as a WebMCP tool. This page documents every listed tool: what it does, how to install it, and the input fields an agent should send.

WebMCP tools on Automatelab

Get data

audit_ai_seo

Read the full audit_ai_seo page

Audit a URL for AI-SEO / AEO / GEO readiness across 39 checks (crawlability, structured data, content, AI readability, technical) and return the score, grade, and per-category breakdown.

How to install

Open the automatelab.tech website and ask your browser agent to use audit_ai_seo

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the audit_ai_seo tool on automatelab.tech with url: <string>. Return the structured result and cite the source page.

Input contract

  • url string Full URL to audit, including https://

Open the source definition

Get data

score_ai_overview_eligibility

Read the full score_ai_overview_eligibility page

Score whether a URL is eligible to appear in / be cited by Google AI Overviews (15 signals across crawl access, answer extractability, and trust). Returns the score and verdict.

How to install

Open the automatelab.tech website and ask your browser agent to use score_ai_overview_eligibility

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the score_ai_overview_eligibility tool on automatelab.tech with url: <string>. Return the structured result and cite the source page.

Input contract

  • url string Full URL to check, including https://

Open the source definition

Get data

get_faqpage_schema_template

Read the full get_faqpage_schema_template page

Return a valid, copy-paste FAQPage JSON-LD (schema.org) template that makes Q&A content eligible for rich results and AI-answer citation.

How to install

Open the automatelab.tech website and ask your browser agent to use get_faqpage_schema_template

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the get_faqpage_schema_template tool on automatelab.tech. Return the structured result and cite the source page.

Input contract

    Open the source definition

    Search & find

    get_ai_crawler_robots_rules

    Read the full get_ai_crawler_robots_rules page

    Return robots.txt rules that allow the major AI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot, Google-Extended) to access a site.

    How to install

    Open the automatelab.tech website and ask your browser agent to use get_ai_crawler_robots_rules

    Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

    Run with an agent

    Use the get_ai_crawler_robots_rules tool on automatelab.tech. Return the structured result and cite the source page.

    Input contract

      Open the source definition

      Get data

      get_llms_txt_template

      Read the full get_llms_txt_template page

      Return a spec-compliant example llms.txt file (the curated Markdown entry-point file AI crawlers look for at a site root).

      How to install

      Open the automatelab.tech website and ask your browser agent to use get_llms_txt_template

      Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

      Run with an agent

      Use the get_llms_txt_template tool on automatelab.tech. Return the structured result and cite the source page.

      Input contract

        Open the source definition

        Get data

        estimate_n8n_cost

        Read the full estimate_n8n_cost page

        Estimate monthly cost of n8n Cloud vs self-hosting for a given workload, plus the break-even point. Returns a Markdown summary.

        How to install

        Open the automatelab.tech website and ask your browser agent to use estimate_n8n_cost

        Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

        Run with an agent

        Use the estimate_n8n_cost tool on automatelab.tech with execs: <number>, workflows: <number>, steps: <number>, rate: <number>, queue_mode: <string>. Return the structured result and cite the source page.

        Input contract

        • execs number Workflow executions per month
        • workflows number Number of active workflows
        • steps number Average steps (nodes) per workflow
        • rate number Your ops time hourly rate in USD
        • queue_mode string Force queue mode: auto, on, or off

        Open the source definition

        Add or update

        validate_n8n_workflow

        Read the full validate_n8n_workflow page

        Validate an n8n workflow JSON for structural issues (missing connections, unset credentials, deprecated nodes, and similar) and return the issues found.

        How to install

        Open the automatelab.tech website and ask your browser agent to use validate_n8n_workflow

        Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

        Run with an agent

        Use the validate_n8n_workflow tool on automatelab.tech with workflow_json: <string>. Return the structured result and cite the source page.

        Input contract

        • workflow_json string The full n8n workflow JSON to validate

        Open the source definition

        Get data

        compare_automation_pricing

        Read the full compare_automation_pricing page

        Compare monthly pricing of Zapier vs Make vs n8n for a given task/operation volume and return a Markdown breakdown of which is cheapest.

        How to install

        Open the automatelab.tech website and ask your browser agent to use compare_automation_pricing

        Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

        Run with an agent

        Use the compare_automation_pricing tool on automatelab.tech with tasks: <number>, steps: <number>, workflows: <number>, billing: <string>, premium: <string>. Return the structured result and cite the source page.

        Input contract

        • tasks number Monthly task/operation volume
        • steps number Steps per task/scenario
        • workflows number Number of active workflows/zaps
        • billing string Billing period
        • premium string Need premium Zapier connectors?

        Open the source definition

        Search & find

        search_blog

        Read the full search_blog page

        Search the AutomateLab blog (articles on AI automation, n8n, Make, Zapier, AI agents, and AI coding tools). Opens site search for the given query.

        How to install

        Open the automatelab.tech website and ask your browser agent to use search_blog

        Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

        Run with an agent

        Use the search_blog tool on automatelab.tech with query: <string>. Return the structured result and cite the source page.

        Input contract

        • query string What to search the blog for

        Open the source definition

        Search & find

        search_automation_errors

        Read the full search_automation_errors page

        Search the AutomateLab automation error index (n8n, Make, Zapier, Cursor, Claude Code, Power Automate, UiPath) by error text, code, or platform; returns how many entries match.

        How to install

        Open the automatelab.tech website and ask your browser agent to use search_automation_errors

        Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

        Run with an agent

        Use the search_automation_errors tool on automatelab.tech with query: <string>. Return the structured result and cite the source page.

        Input contract

        • query string Error text, code, or platform to search for

        Open the source definition