Skill

The playbook that makes web research trustworthy.

polyscrape MCP gives your agent the tools. The free Skill gives it the method: search first, scrape the right pages to Markdown, read the content, and cite every source.

One SKILL.md file Plain text, versioned Works with any MCP client

From question to sourced answer

MCP is the equipment; the skill is the playbook. Together they turn a vague ask into sourced research.

Your question

“What are reviewers saying about this product?”

The skill drives MCP

It picks the tools, the order and the sample: search, shortlist, scrape, read the Markdown.

A sourced answer

Every claim links back to the page it came from; the sample and its limits are stated.

1 Search 2 Shortlist 3 Scrape 4 Read the Markdown 5 Cite sources 6 State the limits

The skill searches the web, then scrapes the pages worth reading straight to Markdown, so the agent reads the content instead of guessing from snippets.

Get the skill

One plain-text SKILL.md. Copy it into your agent’s skill folder, or grab it from GitHub.

Install with npx

Install the polyscrape Skill with the Skills CLI:

Skills CLI
npx skills add https://github.com/polyscrape/polyscrape-skill --skill polyscrape

This installs the polyscrape skill from the official GitHub repository. After installation, connect polyscrape MCP, then ask a research question that needs the live web.

Prefer manual setup? Inspect the raw file below.

polyscrape/SKILL.md
---
name: polyscrape
description: "Use polyscrape (polyscrape.com) to turn the live web into clean Markdown: run a web search and scrape any page or document into LLM-ready Markdown when tools are available. Use when the user asks to read, summarize, quote, compare, fact-check, or monitor a specific web page or document; asks for product, brand, market, launch, or competitor research that lives on public web pages; asks to search the web and actually read the top results; or when a raw URL or document needs to be pulled in as text."
---

# polyscrape Research

Use polyscrape when the answer lives on the live web. It has three billable tools,
`scrape` (fetch a URL to Markdown), `search` (web search returning each result
already scraped to Markdown), and `parse` (convert an uploaded document to
Markdown), plus a free `account_balance`.

## Capabilities

polyscrape can help you:

- Search the web and get ranked organic results with the Markdown body of each page.
- Scrape any URL (web page or document) into clean Markdown plus the raw HTML.
- Read bot-protected, JS-heavy pages via a real Chrome fingerprint over a residential proxy.
- Pull metadata frontmatter (title, description, canonical, Open Graph) alongside the content.
- Build sourced datasets, briefs, and monitoring reports from public web pages.

## Tool Use

If polyscrape tools are not visible, use tool discovery for `polyscrape scrape search markdown`.

Use only the tools exposed in the current session. The polyscrape tools are:

- `search`: web search returning the top results (position, title, link, description), each with its page already scraped to Markdown. 1 to 10 results.
- `scrape`: fetch a single URL (web page or document) and return its Markdown plus raw HTML.
- `parse`: convert a base64-encoded uploaded document to Markdown. Use when you have the file bytes rather than a URL.
- `account_balance`: check the account's remaining prepaid balance. No arguments.

Typical sequence:

1. If the user gave a URL, scrape it directly; otherwise run `search` to find sources.
2. Shortlist results by relevance, recency, and reach.
3. Scrape the pages worth reading in full (search returns the Markdown inline for the top results).
4. Read the Markdown and extract the claims that answer the question.
5. Synthesize patterns, disagreements, and limits, citing each source URL.

## Sampling Defaults

polyscrape is inexpensive — scrape and parse cost $0.001 per 1,000 words returned
(capped at $0.10), and search costs $0.001 plus $0.002 per result — so prioritize
outcome quality over excessive call minimization.

- For one page or document: a single `scrape` is usually enough.
- For a topic read: run `search` with a limit of 3 to 5, then scrape any extra pages that matter.
- For a stronger product, brand, or launch read: cover 8 to 12 pages across reviews, comparisons, and official sources.
- For competitive research: keep samples balanced across the sites you compare.
- For datasets: preserve the source URL, title, fetch date, and the extracted Markdown.

Scale down when the user asks for a quick answer, the topic is narrow, or more
sources would be duplicative.

## Answer Standards

- Lead with the answer, then support it with evidence.
- Distinguish page content, your own inference, and anything you could not verify.
- Cite each claim with the source URL it came from.
- Include source dates when recency matters.
- State the sample and method briefly, especially for sentiment or "most people" claims.
- Quote scraped text only when useful; keep quotes short and paraphrase the rest.
- Note paywalls, empty pages, sparse results, or search ambiguity when they affect confidence.
- Remember web content changes and cached pages may be up to 30 days old; flag when freshness matters.
1 Connect polyscrape MCP 2 Add SKILL.md to your agent 3 Ask a question that needs the live web

GitHub is the source of truth: read the latest version before you add it.

Try a prompt

Paste one in once the skill and MCP are connected. Swap the bracketed parts for your topic.

Product research

Use polyscrape to research what reviewers say about [product]. Run a web search, scrape the top results to Markdown, pull out the recurring pros and cons, separate first-hand reviews from opinion, and cite each source URL.

Scrape to Markdown

Use polyscrape to scrape this page (or document): [URL]. Return the clean Markdown, then give me the key points with anything that needs external fact-checking flagged.

Skill FAQ

Questions before you add it

No. polyscrape MCP works on its own. The skill is recommended when you want more consistent, better-sourced research output.
No. The easiest way to install the skill is with npx: npx skills add https://github.com/polyscrape/polyscrape-skill --skill polyscrape You can still inspect, download, or edit the plain-text SKILL.md if you prefer a manual setup.
No. The skill is a plain SKILL.md instruction file; it’s free. polyscrape MCP is the tool connection, and you only pay usage-based pricing (from $0.001 per call) when the agent actually scrapes, searches, or parses.
No, it makes it useful. The skill runs a web search, then scrapes the pages worth reading to Markdown so the agent works from the actual page content, not just snippets.
The skill carries a description that tells the agent when polyscrape is relevant. When the task needs the live web (a URL, a document, or reading the top search results), the agent activates it automatically; you can also invoke it directly.
Yes. It’s plain text hosted on GitHub, so you can read every line before adding it, and adapt the workflow, sample sizes or reporting format to your own style.

Give your product and agents clean Markdown.

Start with a free key and $0.50 free balance, on REST, MCP, or both.