ScrapeWise MCP Server
Scrape, clean and match product and price data from any website — from inside your AI agent.
ScrapeWise runs a hosted Model Context Protocol server. You
point your MCP client at one URL and add your API key. Your agent can then read product and price
data from any shop or from Amazon, find local businesses, search Google and Amazon, fetch web pages
and read the rows saved in your account. Add
?toolsets=outcome,admin to the URL and it also builds and runs scrapers.
- Endpoint:
https://mcp.scrapewise.ai/mcp - Endpoint with the setup tools (to build scrapers):
https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin - Transport: Streamable HTTP
- Registry name:
ai.scrapewise/scrapewise(official MCP registry) - Auth:
Authorization: Bearer <your API key> - Docs: scrapewise.ai/mcp
This repository holds the connection manifest and the per-client config for that server. The server itself is hosted — there is nothing here to install or run.
Get an API key
Sign up at scrapewise.ai, then go to Settings → API Keys and create one. Pricing is pay-as-you-go.
Connect
Replace YOUR_SCRAPEWISE_API_KEY in every snippet below.
These snippets connect to the short list of data tools. To build scrapers as well, use this address in the same place:
https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin
An account that gets its first MCP key now sees only the short list at the bare address. Accounts
that still hold an older MCP key keep every tool. The choice is read when the session starts, so
reconnect after changing it. Spell it toolsets: a misspelt switch is ignored without an error.
Claude Code
claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp \
--header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'
With the setup tools. The single quotes are needed: in zsh an unquoted ? breaks the command.
claude mcp add scrapewise --transport http 'https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin' \
--header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'
Claude Desktop
claude_desktop_config.json:
{
"mcpServers": {
"scrapewise": {
"url": "https://mcp.scrapewise.ai/mcp",
"headers": {
"Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
}
}
}
}
Cursor
Same shape, in ~/.cursor/mcp.json:
{
"mcpServers": {
"scrapewise": {
"url": "https://mcp.scrapewise.ai/mcp",
"headers": {
"Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
}
}
}
}
VS Code
VS Code is the odd one out: the map is servers, not mcpServers, and a remote server has to
name its transport with "type": "http". Get either wrong and VS Code skips the entry without
telling you.
Open the Command Palette → MCP: Open User Configuration, then:
{
"servers": {
"scrapewise": {
"type": "http",
"url": "https://mcp.scrapewise.ai/mcp",
"headers": {
"Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
}
}
}
}
Anything else
Any client that speaks Streamable HTTP works. Give it the endpoint, the Authorization header,
and the name scrapewise.
What your agent can do
| Area | What it covers |
|---|---|
| Products | Product rows from any shop: name, price, currency, availability, brand, SKU/GTIN/EAN, images, description, rating. Amazon product pages, optionally with every seller's price, condition and delivery |
| Clean | Tidy rows you already have: add EUR prices and price per kg/litre/piece, trim text, drop duplicates. Free — nothing is fetched |
| Find | Local businesses from Google Maps: name, address, phone, website, rating (up to 20 per call) |
| Search | Google web, news and shopping results; Amazon search results; Google Trends over time |
| Fetch | The text or HTML of one public web page |
| Follow | Long jobs: progress, rows, cancel |
| Read | The groups in your account and the rows saved in them |
With the setup tools (?toolsets=outcome,admin)
| Area | What it covers |
|---|---|
| Build | Preview a page, create a scraper from a URL or a cURL command, define the columns to extract |
| Organise | Group scrapers by project, add product URLs to a scraper's link list, share groups |
| Run | Run one scraper, a whole group, or an ad-hoc list of URLs; stop a run; read run errors |
| Read | Pull sample rows, full result sets, run history and per-run columns; export a group |
| Transform | Group-level post-process rules — currency conversion, quantity normalisation, price per unit |
| Monitor | Schedules, price monitoring with anchor competitors, data-quality and retention settings |
Tools
The server advertises its own tool list once connected, so this is a reference rather than the source of truth. What a given API key sees can differ — by the address you connect to, and by the key's own access level. Full documentation at docs.scrapewise.ai.
Default tools (an account's first key)
get_product_data · get_amazon_product · clean_product_data · find_local_businesses ·
google_search · search_amazon · google_trends · fetch_page · get_results · cancel_job ·
scrapewise_get_scraper_group_list · scrapewise_get_scraper_data_group_client
Every paid tool states its price and takes quote_only: true, which returns the price and the
wallet balance without spending anything. clean_product_data is free — it works on rows you
already have and fetches nothing. A read-only key (LLM_READ) lists only the free tools —
get_results, clean_product_data and the two read tools; the paid tools and building need a
full-access key (LLM_FULL).
Setup tools (listed with ?toolsets=admin or ?toolsets=outcome,admin)
Build a scraper
scrapewise_preview_scraper_from_url · scrapewise_preview_scraper_from_curl ·
scrapewise_preview_scraper_preview_rule · scrapewise_create_scraper ·
scrapewise_create_scraper_v2 · scrapewise_create_file_scraper ·
scrapewise_get_scraper · scrapewise_get_scraper_v2 · scrapewise_get_scraper_list ·
scrapewise_get_scraper_config_parameters · scrapewise_update_scraper_schema ·
scrapewise_update_scraper_fallback · scrapewise_update_file_scraper_file ·
scrapewise_delete_scraper · scrapewise_delete_scraper_preview
Organise scrapers and their URLs
scrapewise_create_scraper_group · scrapewise_get_scraper_group_list ·
scrapewise_delete_scraper_group · scrapewise_delete_scraper_group_preview ·
scrapewise_create_scraper_site · scrapewise_get_scraper_site ·
scrapewise_get_scraper_site_links · scrapewise_update_scraper_site_from_source ·
scrapewise_delete_scraper_site · scrapewise_get_scraper_sitemaps ·
scrapewise_get_scraper_shared_group_list · scrapewise_list_scraper_shared_group_list ·
scrapewise_update_scraper_shared_group
Run
scrapewise_run_scraper · scrapewise_run_scraper_group · scrapewise_run_scraper_url_list ·
scrapewise_run_scraper_data_group · scrapewise_run_scraper_sitemaps_harvest ·
scrapewise_stop_scraper · scrapewise_stop_scraper_group ·
scrapewise_stop_scraper_shared_group · scrapewise_get_scraper_load_history ·
scrapewise_get_scraper_job_errors · scrapewise_get_scraper_load_site ·
scrapewise_get_scraper_load_site_content
Read the data
scrapewise_get_scraper_sample_data · scrapewise_get_scraper_data_group ·
scrapewise_get_scraper_data_group_client · scrapewise_get_scraper_data_group_categories ·
scrapewise_update_scraper_data_group_category ·
scrapewise_delete_scraper_data_group_category ·
scrapewise_delete_scraper_data_group_category_preview · scrapewise_get_run_columns ·
scrapewise_get_run_columns_batch · scrapewise_export_scraper_data_group ·
scrapewise_delete_scraper_data · scrapewise_delete_scraper_data_preview
Clean and convert
scrapewise_get_scraper_group_post_process_rules ·
scrapewise_update_scraper_group_post_process_rules ·
scrapewise_update_scraper_group_currency · scrapewise_update_scraper_group_ai_control ·
scrapewise_update_scraper_group_data_quality · scrapewise_create_customer_schema ·
scrapewise_list_customer_schema · scrapewise_delete_customer_schema ·
scrapewise_delete_customer_schema_preview
Monitor prices
scrapewise_update_scraper_group_price_monitor ·
scrapewise_get_scraper_group_price_monitor_anchor_competitors ·
scrapewise_update_scraper_group_price_monitor_anchor_competitor ·
scrapewise_delete_scraper_group_price_monitor_anchor_competitor ·
scrapewise_list_scraper_group_price_monitor_picks ·
scrapewise_update_scraper_group_price_monitor_pick ·
scrapewise_delete_scraper_group_price_monitor_pick
Schedule and retain
scrapewise_update_scraper_group_schedule · scrapewise_update_scraper_group_start_type ·
scrapewise_update_scraper_group_retention · scrapewise_update_scraper_retention
Enrichment and SEO fields
scrapewise_get_enrichment · scrapewise_delete_enrichment ·
scrapewise_list_enrichable_scrapers · scrapewise_get_scraper_seo_fields ·
scrapewise_search_scraper_seo_fields
Account
scrapewise_create_api_key · scrapewise_list_api_keys · scrapewise_delete_api_key
Manifest
server.json is a mirror. The authority is
https://scrapewise.ai/server.json, which is served from the
ScrapeWise site repo and checked by its test suite. If the two ever disagree, the hosted one is
right.
Namespace ownership for ai.scrapewise/* is proved by the Ed25519 public key published at
https://scrapewise.ai/.well-known/mcp-registry-auth.
Support
- Docs: docs.scrapewise.ai
- Email: siim.brazier@scrapewise.ai
Licence
MIT — see LICENSE. Covers this repository's contents only, not the hosted service.