Scrappa MCP

**Quick judgement** Scrappa MCP is a powerful, general-purpose web data skill that exposes a large suite of Scrappa tools via MCP. It’s well-suited for agents that need structured access to search, ecommerce, social/professional profiles, reviews, travel, and real-estate data. The main trade-offs are reliance on an external paid API and potential legal/ToS risks around data sources like Google, LinkedIn, and Amazon. **What it’s good for** - Aggregating web information for research and analysis: Google/Brave search, Google News, YouTube metadata, Amazon product info, etc. - Commercial and product intelligence: marketplace searches (Amazon, Vinted), review platforms (Trustpilot, Kununu, TrustedShops). - Business discovery and local insights: Google Maps places, directions, reviews, business details. - Travel and housing workflows: Google Flights, Google Hotels, ImmobilienScout24 for German real estate. - Job and professional research: Indeed jobs, LinkedIn profiles/companies/posts (subject to platform terms). **Key strengths** - **Very broad coverage**: 80+ tools behind a single MCP endpoint, including many high-value commercial and review sources. - **Structured, purpose-built endpoints** (search vs. details vs. reviews, etc.), which are easier for agents to reason about than raw HTML scraping. - **Simple MCP setup** via `mcporter config add scrappa` with clear configuration examples in the docs. - **Good fit for Clawdbot/Clawhub**: direct mcporter integration means it should plug in smoothly where MCP is supported. **Key risks / limitations** - **Legal / ToS risk**: Some targets (e.g., LinkedIn, Google, Amazon) traditionally restrict automated scraping. Depending on jurisdiction, use may raise contractual or legal issues; operators should review Scrappa’s terms and each site’s ToS. - **External dependency**: All functionality depends on Scrappa’s uptime, rate limits, and continued support for each tool. API or site changes can break particular tools without warning. - **Rate limits and quotas**: The free/paid Scrappa plan determines how much you can query; heavy workflows may run into limits or require higher tiers. - **Privacy considerations**: Tools that expose profile or review data (e.g., LinkedIn, company reviews) can involve personal data. Avoid building workflows that profile individuals at scale or handle sensitive data without safeguards. **Recommended scenarios** Use this skill when you: - Need **broad, heterogeneous web data** inside an MCP-native agent, without building separate integrations per site. - Are doing **market, product, or business research** that spans search, reviews, and ecommerce sources. - Want a single, consistent API for **travel planning or relocation research** that uses flights, hotels, maps, and real estate data. Consider alternatives or extra care when you: - Operate in environments with strict compliance, where scraping of specific platforms (e.g., LinkedIn) may be disallowed. - Need **hard reliability guarantees** (e.g., mission-critical automation) and cannot tolerate an external API dependency or per-site fragility. - Are cost- or rate-limit-sensitive; in that case, caching and careful tool usage design are important.