Tools

Apify Actors designed for AI-agent callers — full list with design notes.

Per-Actor design notes. Each page covers what the Actor does, why I built it that way, what it deliberately doesn’t do, and how to call it. The Apify Store page for each Actor remains authoritative for current pricing and stats.

They’re on the Apify Store and callable via MCP, x402, or Skyfire agentic-payment rails.

• County Property Records API — Owner, Value, Tax & Assessor Data — Design notes on County Property Records — an Apify Actor that returns normalized US property records (owner, assessed value, tax & sale history) from public county assessor data across many counties, one JSON schema, for AI agents.
• Business For Sale Aggregator — Design notes on Business For Sale Aggregator — an Apify Actor that aggregates business-for-sale and small-M&A listings across multiple broker marketplaces into a single normalized, USD-priced, deduplicated dataset for acquirers, search funds, and brokers.
• Local Market Saturation & Competitor Density Analyzer — Design notes on Local Market Saturation Analyzer — an Apify Actor that aggregates Google Maps local listings into a competitive-landscape report: competitor count, rating/review/price distributions, incumbent strength, and a transparent 0-1 saturation score. Category + location in, an aggregate market read out.
• SEC Financials Normalizer — EDGAR XBRL to Clean JSON — Design notes on SEC Financials Normalizer — an Apify Actor that turns SEC EDGAR XBRL into standardized, comparable financial statements as JSON. Give a ticker or CIK; get income statement, balance sheet, and cash flow, each line source-cited and validated against accounting identities.
• SEC Insider Trades — EDGAR Form 4 Buys & Sells as JSON — Design notes on SEC Insider Trades — an Apify Actor that turns SEC EDGAR Form 4/3/5 filings into normalized insider-transaction JSON. Give a ticker or CIK; get who traded, buy or sell, shares, price, value, and dates, with SEC transaction codes decoded.
• Enforcement Record Profiler — Design notes on Enforcement Record Profiler — an Apify Actor that compiles a company's enforcement and accountability record from official U.S. public records (federal courts, DOJ, SEC, FTC, OSHA, NLRB, EPA) into one cited report. Every finding links to its source. Built for journalists, watchdogs, and vendor-risk / ESG / litigation-support analysts.
• Structured Data Extractor — URL to JSON — Design notes on Structured Extractor — an Apify Actor that turns a batch of web pages into typed JSON for AI agents. Send URLs and a JSON Schema; get stealth-fetched, schema-validated structured data per page.
• Stealth Browser Agent — Design notes on Stealth Browser Agent — an Apify Actor that gives AI agents a stealth browser with anti-detection fingerprinting and residential proxy. Send a URL and task, get structured JSON from bot-defended pages.
• Apify Actor Discoverability & SEO Audit — Design notes on Apify Discoverability Audit — an Apify Actor that scores any Actor (yours or someone else's) against eight rubric dimensions for AI-agent discoverability and returns a punch list of failed checks with copy-paste-ready improvement text.
• Apify Opportunity Scout — Design notes on Apify Opportunity Scout — an Apify Actor that turns 'should I build this?' from a hunch into a thirty-second data pull. Pulls demand from Apify Ideas / HN / Reddit / GitHub / Stack Exchange, supply from the Apify Store and off-platform competitors, returns PURSUE / CONSIDER / SKIP with rationale + pricing rec.
• Smart Page Fetcher — HTML, Markdown & Text — Design notes on Smart Page Fetcher — an Apify Actor that fetches a batch of URLs adaptively (HTTP, JS render, or stealth + residential proxy), bills per realized tier, and is callable from AI agents via MCP, x402, or Skyfire.