Slack Marketplace Scraper

Collect apps from the Slack Marketplace by category — names, descriptions, pricing, developer contacts, categories, AI/agent flags, and more — ready to export as CSV, Excel, or JSON.

Every run always opens each app’s detail page so you get the full public listing, not just the card preview.

Perfect for...

• Product & partnership teams: Map the Slack app ecosystem by category
• Security / IT: Pull developer contacts, privacy links, and pricing at scale
• Market researchers: Track AI apps, agents, and pricing mixes over time
• Data pipelines: Structured marketplace data for CRM, enrichment, or dashboards

Why this scraper

• Category browse: Pick from official Marketplace categories (Developer Tools, AI Apps & Assistants, Productivity, …)
• Sort & pricing filters: Popularity or Name; Free / Paid / Free and paid
• Full detail pages: Description, support email, developer website, privacy policy, screenshots, feature flags
• No login required: Uses public Marketplace pages and Slack’s public search API

What's in the data?

For every app you get:

• Identity: id, slug, name, url, logo
• Copy: description (full detail-page text when available)
• Commercial: pricing, pricing_code
• Contacts: developer, support_email, support_link, developer_website, privacy_policy, company_headquarters
• Taxonomy: categories, supported_languages, category (the filter you chose)
• Product flags: is_ai_app, is_agent_app, is_org_ready_app, is_slack_owned
• Features / media: slash_commands, global_shortcuts, message_shortcuts, mcp_servers, screenshots, video_url

Quick start

1. Open the Actor Input tab
2. Pick a Category
3. Optionally set Sort by and Pricing
4. Set Max apps (start small — each app hits a detail page)
5. Click Start, then export CSV / Excel / JSON

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Tech details for developers

Input example:

{
  "category": "Developer Tools",
  "sort_by": "Popularity",
  "pricing": "All",
  "max_apps": 50
}

Local run:

cd web-scraping/slack-marketplace-scraper
pip install -r requirements.txt
mkdir -p storage/key_value_stores/default
cp input.json storage/key_value_stores/default/INPUT.json
python -m src

Notes:

• Listings: POST https://slack.com/api/search.appDirectory
• Details: GET https://slack.com/marketplace/{appId}-{slug}
• Page size is 25 apps per listing request; detail pages are fetched sequentially with a short pause