MrScraper unblocker and AI scraping tools for blocked pages and structured extraction.
Scanned 9/29/2026
Skills Directorynpx -y skills add Arry8/openclaw-edge --skill mrscraper --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Mrscraper?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/arry8-mrscraper)More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.
---
name: mrscraper
description: MrScraper unblocker and AI scraping tools for blocked pages and structured extraction.
metadata:
{ "openclaw": { "emoji": "🕸️", "requires": { "config": ["plugins.entries.mrscraper.enabled"] } } }
---
# MrScraper Tools
## When to use which tool
| Need | Tool | When |
| --------------------------------- | ------------------------------------- | ------------------------------------------------------------------- |
| Blocked or JS-heavy page fetch | `web_fetch` | MrScraper can power `web_fetch` when selected as the fetch provider |
| Rendered HTML plus extracted text | `mrscraper_fetch_html` | Need unblocker controls like `geoCode` or `blockResources` |
| AI-powered structured extraction | `mrscraper_scrape` | Need schema-free extraction from plain-language instructions |
| Reuse an AI scraper | `mrscraper_rerun_ai_scraper` | Apply an existing AI scraper to a new page or crawl target |
| Batch AI reruns | `mrscraper_bulk_rerun_ai_scraper` | Reuse one AI scraper across many URLs |
| Reuse a manual scraper | `mrscraper_rerun_manual_scraper` | Apply a dashboard manual scraper to a new URL |
| Batch manual reruns | `mrscraper_bulk_rerun_manual_scraper` | Reuse one manual scraper across many URLs |
| Browse prior runs | `mrscraper_get_all_results` | List stored results with sorting, paging, and filters |
| Inspect one prior run | `mrscraper_get_result_by_id` | Fetch one detailed result by result ID |
## web_fetch
When `mrscraper` is the selected `web_fetch` provider, OpenClaw routes normal
`web_fetch` calls through MrScraper's unblocker.
| Parameter | Description |
| ------------- | --------------------------- |
| `url` | HTTP or HTTPS URL to fetch |
| `extractMode` | `markdown` or `text` |
| `maxChars` | Maximum returned characters |
## mrscraper_fetch_html
Use this when you need unblocker-specific controls or want both rendered HTML
and extracted text back in one tool result.
| Parameter | Description |
| ---------------- | ----------------------------------------------- |
| `url` | HTTP or HTTPS URL to fetch |
| `extractMode` | `markdown` or `text` |
| `maxChars` | Maximum returned characters |
| `timeoutSeconds` | Request timeout |
| `geoCode` | Optional country routing code like `US` or `SG` |
| `blockResources` | Block images/fonts/resources for faster loads |
## mrscraper_scrape
Use this when you want MrScraper to create an AI scraper run from natural-language
instructions.
| Parameter | Description |
| ----------------- | ---------------------------------------------- | --- | --- |
| `url` | Target page or site |
| `message` | What to extract |
| `agent` | `general`, `listing`, or `map` |
| `proxyCountry` | Optional ISO country code |
| `maxDepth` | `map` agent only |
| `maxPages` | `map` agent only |
| `limit` | `map` agent only |
| `includePatterns` | `map` agent only; regex patterns joined with ` | | ` |
| `excludePatterns` | `map` agent only; regex patterns joined with ` | | ` |
## mrscraper_rerun_ai_scraper
Reuse an existing AI scraper on a new URL.
| Parameter | Description |
| ----------------- | ---------------------------------------------- | --- | --- |
| `scraperId` | Existing AI scraper ID |
| `url` | Target page or site |
| `maxDepth` | `map` agent only |
| `maxPages` | `map` agent only |
| `limit` | `map` agent only |
| `includePatterns` | `map` agent only; regex patterns joined with ` | | ` |
| `excludePatterns` | `map` agent only; regex patterns joined with ` | | ` |
## mrscraper_bulk_rerun_ai_scraper
Reuse an existing AI scraper across multiple URLs.
| Parameter | Description |
| ----------- | ----------------------- |
| `scraperId` | Existing AI scraper ID |
| `urls` | One or more target URLs |
## mrscraper_rerun_manual_scraper
Reuse an existing manual scraper on a new URL.
| Parameter | Description |
| ----------- | -------------------------- |
| `scraperId` | Existing manual scraper ID |
| `url` | Target page or site |
## mrscraper_bulk_rerun_manual_scraper
Reuse an existing manual scraper across multiple URLs.
| Parameter | Description |
| ----------- | -------------------------- |
| `scraperId` | Existing manual scraper ID |
| `urls` | One or more target URLs |
## mrscraper_get_all_results
Browse previous MrScraper runs with optional paging and filtering.
| Parameter | Description |
| ----------------- | -------------------------------- |
| `sortField` | Sort column such as `updatedAt` |
| `sortOrder` | `ASC` or `DESC` |
| `pageSize` | Number of results per page |
| `page` | Page number starting at 1 |
| `search` | Optional text search |
| `dateRangeColumn` | Optional date field to filter by |
| `startAt` | Optional ISO start timestamp |
| `endAt` | Optional ISO end timestamp |
## mrscraper_get_result_by_id
Fetch one detailed result object by result ID.
| Parameter | Description |
| ---------- | ------------------ |
| `resultId` | Result ID to fetch |
## Tips
- Start with `web_fetch` or `mrscraper_fetch_html` when you mainly need page contents.
- Use `mrscraper_scrape` when you need structured extracted data instead of raw page text.
- Use the rerun tools once you already have a saved scraper ID and want to reuse it.
- Use the result tools when you need to inspect prior jobs rather than launch a new scrape.
- Prefer the `map` agent only when the task really needs multi-page crawling.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
