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.
10 tools1 methodsspec API surface
What can an agent do with automatelab.tech 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. This page documents every listed tool, the action or answer it provides, its installation command, and the input fields an agent should send.
WebMCP tools on automatelab.tech
Tool 1 of 10WebMCPAction
audit_ai_seo
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.
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.
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.
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
execsnumberWorkflow executions per month
workflowsnumberNumber of active workflows
stepsnumberAverage steps (nodes) per workflow
ratenumberYour ops time hourly rate in USD
queue_modestringForce queue mode: auto, on, or off
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_jsonstringThe full n8n workflow JSON to validate
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.
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
querystringError text, code, or platform to search for