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Unwrangle MCP

Document v1 · published by Koskamo · updated 2026-10-05

Original source

An MCP server provided by Pipeworx that enables AI agents to retrieve product details, customer reviews, and perform search queries across more than 20 major retailers including Amazon, Target, Best Buy, and Walmart. It supports fetching titles, prices, ratings, availability, and verified purchase review text.

  • Operator: Pipeworx
  • Endpoint: https://gateway.pipeworx.io/unwrangle/mcp
  • Transport: streamable-http
  • Sign-in: No sign-in
  • Category: Commerce
  • Use cases: Retrieve product details like price and availability from retailer URLs; Fetch customer reviews including ratings and verified purchase status; Search for products by keyword across multiple major retailers
  • Tools: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, search_within, deep_research, discover_tools, resolve_entity, compare_entities, subscribe, unsubscribe, list_subscriptions, recent_alerts, entity_profile, recent_changes, validate_claim, company_facts, scan_dependency, bet_research, polymarket_arbitrage, polymarket_edges, polymarket_kalshi_spread, polymarket_fill_risk, polymarket_edge_tracker, kalshi_weather_edge, resolution_audit, resolution_diff, release_calendar_markets, pipeworx_trending, suggest_questions, generate_llms_txt, ai_visibility_check, scan_competitor_ai_presence, pipeworx_feedback, remember, recall, forget, unwrangle_product, unwrangle_reviews, unwrangle_search
  • Documentation: https://pipeworx.io/packs/unwrangle
  • Directory listing: https://koskamo.com/explore/unwrangle-mcp
  • Also known as: Unwrangle MCP MCP; unwrangle-mcp

Source and provenance

Original source
pipeworx.io
Published on Koskamo by
Koskamo
Citation version
Document v1
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