Scrapewise

ai.scrapewisev0.1.1Updated Oct 6, 2026

Scrape, clean and match product and price data from any website

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & CommerceData & Analytics

Overview

AI-generated overview

Lets an assistant build, run and read hosted web scrapers that collect and clean product and price data from any website.

What it does
Scrapewise is a hosted MCP server for web scraping of product and price data. Through it an assistant can preview a page and create a scraper from a URL or cURL command, define the columns to extract, organise scrapers into groups with link lists, run one scraper, a group or an ad-hoc URL list, and read back sample rows, full result sets, run history and per-run columns. It also covers post-processing such as currency conversion and price-per-unit normalisation, price monitoring against anchor competitors, schedules, retention, SEO fields and API key management.
When to use it
Use it when an assistant needs structured product or price data from websites without writing and hosting scraping code, for example building and rerunning scrapers, monitoring competitor prices, or exporting cleaned result sets for analysis.
Requirements
A remote Streamable HTTP endpoint at reachable over the network. A Scrapewise account and an API key created under Settings > API Keys, sent as the Authorization header in the form Bearer . No local runtime or package install is needed.
Before you install
The Authorization header carries a Scrapewise API key, so it should be treated as a secret and not shared. Usage is pay-as-you-go, so runs and exports can incur charges. Many tools write or delete data, including creating and deleting scrapers, groups, sites, result data, categories, schemas, enrichments and API keys, and starting or stopping runs; some deletions have preview variants. Scraped page content and URLs are sent to the Scrapewise service.

Installation

In SourceWeft

  1. Open Scrapewise in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "scrapewise": {
      "type": "http",
      "url": "https://mcp.scrapewise.ai/mcp"
    }
  }
}

README

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, add your API key, and your agent can build scrapers, run them, and read the results back as structured data.

  • Endpoint: https://mcp.scrapewise.ai/mcp
  • 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.

Claude Code

bash
claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp \  --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'

Claude Desktop

claude_desktop_config.json:

json
{  "mcpServers": {    "scrapewise": {      "url": "https://mcp.scrapewise.ai/mcp",      "headers": {        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"      }    }  }}

Cursor

Same shape, in ~/.cursor/mcp.json:

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:

json
{  "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

AreaWhat it covers
BuildPreview a page, create a scraper from a URL or a cURL command, define the columns to extract
OrganiseGroup scrapers by project, add product URLs to a scraper's link list, share groups
RunRun one scraper, a whole group, or an ad-hoc list of URLs; stop a run; read run errors
ReadPull sample rows, full result sets, run history and per-run columns; export a group
TransformGroup-level post-process rules — currency conversion, quantity normalisation, price per unit
MonitorSchedules, 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. Full documentation at docs.scrapewise.ai.

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 generated 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

Licence

MIT — see LICENSE. Covers this repository's contents only, not the hosted service.

Source: README.md at commit 5c87d5c

Tools

0
Tool metadata has not been indexed yet.

Version history

1
  1. v0.1.1LatestOct 6, 2026