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ToolTrace

Structured, agent-ready web APIs for developers building AI agents, RAG pipelines, and automation. Native integrations for LangChain, LlamaIndex, and MCP.

ToolTrace is a developer-first platform of web intelligence APIs. Instead of building and maintaining scrapers, developers get clean, structured data from any public webpage through simple API calls.

Production APIs: - Web Scraping API โ€” extract Markdown, text, and HTML with static or browser rendering - Content Extraction API โ€” pull clean article content from any URL - Metadata Extraction API โ€” titles, descriptions, Open Graph, Twitter Cards - Link Extraction API โ€” all links from a page, classified and normalized - Schema Extraction API โ€” JSON-LD structured data from any page - SEO Audit API โ€” on-page SEO diagnostics and scoring - Sitemap Inspector API โ€” parse and validate XML sitemaps - Tech Stack Detection API โ€” identify technologies across 16 categories

Built for AI agents with native integrations for LangChain, LlamaIndex, MCP, CrewAI, and Vercel AI SDK. RAG-ready chunked output. Handles JavaScript-rendered pages with headless browser rendering.

Free tier with 1,000 credits. Pro from $9.50/month (founding member pricing). Unified credit pool across all APIs.

A startup from Bahawalnagar, Pakistan that is founded by Muhammad Rashid.

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ToolTrace

ToolTrace Reviews and Details

This page is designed to help you find out whether ToolTrace is good and if it is the right choice for you.

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Web Scraping SEO Tools Developer Tools Developer APIs APIs API Tools

Screenshots and images

  • ToolTrace ToolTrace
    ToolTrace //
    2026-08-28

Features & Specs

  1. Browser Rendering

    Handles JavaScript-heavy sites with headless Chromium

  2. AI Agent Integrations

    Native support for LangChain, LlamaIndex, MCP, CrewAI

  3. Unified Credit Pool

    One API key, one credit balance across all endpoints

  4. Free Tools

    Web-based tools for instant results without code

  5. Tech Stack Detection

    Identifies 98+ technologies across 16 categories

  6. RAG-Ready Output

    Clean Markdown and structured data for AI pipelines

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Questions & Answers

As answered by people managing ToolTrace.

  1. What makes ToolTrace unique?

    ToolTrace combines multiple web intelligence capabilities under one API key and one credit pool. Most competitors offer just scraping or just SEO tools. ToolTrace covers scraping, content extraction, metadata, links, schema markup, SEO audits, sitemaps, and tech stack detection in a single platform. It's also built specifically for AI agent workflows with native integrations for LangChain, LlamaIndex, and MCP.

  2. Why should a person choose ToolTrace over its competitors?

    Three reasons: breadth, simplicity, and price. You get a full suite of web intelligence APIs without juggling multiple providers and billing systems. The unified credit pool means you pay once and use any endpoint. Founding member pricing starts at $9.50/month for Pro. And every API has a matching free tool on the site so you can test before writing any code.

  3. How would you describe the primary audience of ToolTrace?

    Developers and small teams building AI agents, RAG pipelines, research tools, and web automation. Also SEO professionals who need programmatic access to on-page diagnostics, schema validation, and tech stack data at scale.

  4. What's the story behind ToolTrace?

    I was building AI agents that needed reliable web data and got frustrated maintaining scrapers that broke every time a site updated its layout. I built an API to solve my own problem, then realized the same infrastructure could power SEO audits, metadata extraction, link analysis, and tech stack detection. ToolTrace grew from one endpoint into a full platform.

  5. Which are the primary technologies used for building ToolTrace?

    Python 3.12, FastAPI, Playwright (headless Chromium for browser rendering), Redis, SQLite, and Astro for the website. Runs on a VPS behind Cloudflare.

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External links

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  • Public traffic stats of ToolTrace

    Check the traffic stats of ToolTrace on SimilarWeb. The key metrics to look for are: monthly visits, average visit duration, pages per visit, and traffic by country. Moreoever, check the traffic sources. For example "Direct" traffic is a good sign.

  • Domain Rating (DR)

    Check the "Domain Rating" of ToolTrace on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of ToolTrace's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.

  • Domain Authority (DA)

    Check the "Domain Authority" of ToolTrace on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.

  • Public opinion on Reddit

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