# datasets_producthunt_products_search Search the Product Hunt products dataset. Searches individual Product Hunt launches from the dataset id enum value producthunt-products — the searchable launch archive. Each result is one product with its topics, upvotes, ranks and launch history; description/website/pricing/makers are filled in as hydration runs. Sort enum: relevance, votes_desc, launched_desc, launched_asc, rating_desc, best_rank_asc. Agent View of the PolicyLayer registry record for `datasets_producthunt_products_search`. HTML page: https://policylayer.com/tools/crawlora-mcp/datasets-producthunt-products-search ## Facts - Tool: `datasets_producthunt_products_search` - Server: Crawlora (`crawlora-mcp`) — https://policylayer.com/tools/crawlora-mcp.md - Install: `npx -y crawlora-mcp` - Homepage: https://www.npmjs.com/package/crawlora-mcp - Risk category: Read (Low risk) - Registry record: grade F, identity unverified - Server rate-limited: no - Parameters: 12 - Recommended policy verdict: Allowed ## Parameters | Parameter | Type | Required | Description | | --- | --- | --- | --- | | `q` | string | no | Full-text query over product name and tagline, max 256 characters | | `page` | integer | no | Page number, defaults to 1 | | `sort` | string | no | Sort enum: relevance, votes_desc, launched_desc, launched_asc, rating_desc, best_rank_asc | | `maker` | string | no | Exact maker-username filter (populated by hydration), max 128 characters | | `topic` | string | no | Exact topic-slug filter, e.g. artificial-intelligence, max 128 characters | | `is_online` | boolean | no | true keeps only products still online, false only retired products | | `min_votes` | integer | no | Minimum upvotes, 0 or greater | | `page_size` | integer | no | Page size, defaults to 20 and maxes at 100; page * page_size must be <= 10000 | | `min_rating` | number | no | Minimum review rating, from 0 through 5 (populated by hydration) | | `has_website` | boolean | no | Website presence filter (populated by hydration) | | `pricing_type` | string | no | Exact pricing-type filter (populated by hydration), e.g. free, paid, freemium | | `launched_after` | string | no | Lower bound on first-launch date, an ISO-8601 date (YYYY-MM-DD) | Parameters from the server's own tool schema. ## Example call (MCP tools/call, JSON-RPC 2.0) ```json { "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "datasets_producthunt_products_search", "arguments": {} } } ``` ## Why datasets_producthunt_products_search is rated Low Even though datasets_producthunt_products_search only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing. Risk signals: High parameter count (13 properties) ## Use case AI agents call datasets_producthunt_products_search to retrieve information from Crawlora without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere. ## Recommended policy (PolicyLayer) Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Crawlora: ```json { "version": "1", "default": "deny", "tools": { "datasets_producthunt_products_search": {} } } ``` ## Other tools on Crawlora (727) - `anime_title` — Execute — https://policylayer.com/tools/crawlora-mcp/anime-title.md - `coingecko_new_coins` — Execute — https://policylayer.com/tools/crawlora-mcp/coingecko-new-coins.md - `justwatch_discover` — Execute — https://policylayer.com/tools/crawlora-mcp/justwatch-discover.md - `justwatch_new` — Execute — https://policylayer.com/tools/crawlora-mcp/justwatch-new.md - `manga_title` — Execute — https://policylayer.com/tools/crawlora-mcp/manga-title.md - `steam_charts_top_releases` — Execute — https://policylayer.com/tools/crawlora-mcp/steam-charts-top-releases.md - `yahoo_finance_ticker_history` — Execute — https://policylayer.com/tools/crawlora-mcp/yahoo-finance-ticker-history.md - `airbnb_host` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-host.md - `airbnb_host_listings` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-host-listings.md - `airbnb_host_reviews` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-host-reviews.md - `airbnb_room` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-room.md - `airbnb_room_calendar` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-room-calendar.md - `airbnb_room_reviews` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-room-reviews.md - `airbnb_search` — Read — https://policylayer.com/tools/crawlora-mcp/airbnb-search.md - `amazon_product` — Read — https://policylayer.com/tools/crawlora-mcp/amazon-product.md - `amazon_search` — Read — https://policylayer.com/tools/crawlora-mcp/amazon-search.md - `amazon_suggest` — Read — https://policylayer.com/tools/crawlora-mcp/amazon-suggest.md - `anime_character` — Read — https://policylayer.com/tools/crawlora-mcp/anime-character.md - `anime_character_search` — Read — https://policylayer.com/tools/crawlora-mcp/anime-character-search.md - `anime_rankings` — Read — https://policylayer.com/tools/crawlora-mcp/anime-rankings.md - `anime_search` — Read — https://policylayer.com/tools/crawlora-mcp/anime-search.md - `anime_title_characters` — Read — https://policylayer.com/tools/crawlora-mcp/anime-title-characters.md - `anime_title_recommendations` — Read — https://policylayer.com/tools/crawlora-mcp/anime-title-recommendations.md - `anime_title_staff` — Read — https://policylayer.com/tools/crawlora-mcp/anime-title-staff.md - `apple_podcasts_charts` — Read — https://policylayer.com/tools/crawlora-mcp/apple-podcasts-charts.md - `apple_podcasts_episodes_search` — Read — https://policylayer.com/tools/crawlora-mcp/apple-podcasts-episodes-search.md - `apple_podcasts_search` — Read — https://policylayer.com/tools/crawlora-mcp/apple-podcasts-search.md - `apple_podcasts_show` — Read — https://policylayer.com/tools/crawlora-mcp/apple-podcasts-show.md - `apple_podcasts_show_episodes` — Read — https://policylayer.com/tools/crawlora-mcp/apple-podcasts-show-episodes.md - `appstore_app` — Read — https://policylayer.com/tools/crawlora-mcp/appstore-app.md - …and 697 more: https://policylayer.com/tools/crawlora-mcp.md ## For agents This record is a snapshot. Live verdicts and the full registry: - Check every server in your MCP config at once: `npx -y policylayer stack` - Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md) - Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events` --- Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=crawlora-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/crawlora-mcp