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Fuze Data Tools

by io.github.fredxhansson-cmyk
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Server Details

No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale.

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Status
Unhealthy
Uptime
13.5% over 22 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

C2.6/5.0

Scored across 60 tools

Disambiguation2/5

Many tools have overlapping purposes, especially the numerous ai_* visibility tools (ai_brand_visibility, ai_search_visibility_platform, ai_share_of_voice, ai_brand_accuracy) and b2b_* tools (b2b_intent_radar, signal_radar, b2b_competitor_monitor, competitor_pulse). An agent would struggle to tell which tool to use for a given task without reading descriptions closely.

Naming Consistency4/5

Almost all tool names are in snake_case with clear prefixes (ai_, b2b_, amazon_, etc.), which is consistent. Minor deviations like single-word names (argus, greenlit) are rare and still readable, so the pattern is predictable.

Tool Count1/5

With 60 tools, the server is extremely over-scoped for any coherent purpose. Many tools duplicate functionality, making it difficult for an agent to navigate and select appropriately.

Completeness2/5

The domain is unclear and the tools are a disparate collection rather than a cohesive surface. While many data extraction and analysis tasks are covered, there are significant gaps in lifecycle operations (e.g., no dataset management or update capabilities) and no clear CRUD coverage for any domain.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • Addedb2b_crm_enricher
    • Addedb2b_hiring_signal_tracker
    • Addedb2b_job_post_parser
    • Addedb2b_stakeholder_mapper
    • Addedb2b_talent_sourcing_brief
  2. 5 tool updates
    • Addedb2b_outbound_engine
    • Addedcve_vulnerability_lookup
    • Addedosm_local_business_finder
    • Addedreddit_insights
    • Addedsec_filings_extractor
  3. 50 tool updates
    • Changedad_radar1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Ad Radar — AI Ad & Creative Intelligence. See https://apify.com/fuze/ad-radar."New value: +"Input for Ad Radar — AI Ad & Creative Intelligence. See https://apify.com/noniner/ad-radar."
    • Changedai_brand_accuracy1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Brand Accuracy — Fact-Check ChatGPT, Perplexity, Gemini. See https://apify.com/fuze/ai-brand-accuracy."New value: +"Input for AI Brand Accuracy — Fact-Check ChatGPT, Perplexity, Gemini. See https://apify.com/noniner/ai-brand-accuracy."
    • Changedai_brand_visibility1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Are You Recommended by ChatGPT, Perplexity & Gemini?. See https://apify.com/fuze/ai-brand-visibility."New value: +"Input for Are You Recommended by ChatGPT, Perplexity & Gemini?. See https://apify.com/noniner/ai-brand-visibility."
    • Changedai_citation_miner1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Citation Miner — Who ChatGPT & Perplexity Cite (GEO). See https://apify.com/fuze/ai-citation-miner."New value: +"Input for AI Citation Miner — Who ChatGPT & Perplexity Cite (GEO). See https://apify.com/noniner/ai-citation-miner."
    • Changedai_cold_email_personalizer1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Cold Email Personalizer. See https://apify.com/fuze/ai-cold-email-personalizer."New value: +"Input for AI Cold Email Personalizer. See https://apify.com/noniner/ai-cold-email-personalizer."
    • Changedai_company_enrichment1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Company Enrichment. See https://apify.com/fuze/ai-company-enrichment."New value: +"Input for AI Company Enrichment. See https://apify.com/noniner/ai-company-enrichment."
    • Changedai_price_intelligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Price & Shelf Intelligence — Repricing, MAP & Assortment. See https://apify.com/fuze/ai-price-intelligence."New value: +"Input for AI Price & Shelf Intelligence — Repricing, MAP & Assortment. See https://apify.com/noniner/ai-price-intelligence."
    • Changedai_prospecting_pipeline1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Prospecting Pipeline — Leads, Emails & Personalized Drafts. See https://apify.com/fuze/ai-prospecting-pipeline."New value: +"Input for AI Prospecting Pipeline — Leads, Emails & Personalized Drafts. See https://apify.com/noniner/ai-prospecting-pipeline."
    • Changedai_search_visibility_platform1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Brand Visibility & Citations — ChatGPT, Perplexity, Gemini. See https://apify.com/fuze/ai-search-visibility-platform."New value: +"Input for AI Brand Visibility & Citations — ChatGPT, Perplexity, Gemini. See https://apify.com/noniner/ai-search-visibility-platform."
    • Changedai_seo_site_auditor1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI SEO + AEO/GEO Site Auditor — Crawl & Auto-Fix. See https://apify.com/fuze/ai-seo-site-auditor."New value: +"Input for AI SEO + AEO/GEO Site Auditor — Crawl & Auto-Fix. See https://apify.com/noniner/ai-seo-site-auditor."
    • Changedai_share_of_voice1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Share of Voice — ChatGPT, Perplexity, Gemini (GEO). See https://apify.com/fuze/ai-share-of-voice."New value: +"Input for AI Share of Voice — ChatGPT, Perplexity, Gemini (GEO). See https://apify.com/noniner/ai-share-of-voice."
    • Changedai_social_listening1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Social Listening & Sentiment. See https://apify.com/fuze/ai-social-listening."New value: +"Input for AI Social Listening & Sentiment. See https://apify.com/noniner/ai-social-listening."
    • Changedai_web_extractor1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Web Extractor. See https://apify.com/fuze/ai-web-extractor."New value: +"Input for AI Web Extractor. See https://apify.com/noniner/ai-web-extractor."
    • Changedai_website_audit1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Website & Landing Page Audit. See https://apify.com/fuze/ai-website-audit."New value: +"Input for AI Website & Landing Page Audit. See https://apify.com/noniner/ai-website-audit."
    • Changedamazon_product_opportunity1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Amazon Product Opportunity Finder — AI Niche Analysis. See https://apify.com/fuze/amazon-product-opportunity."New value: +"Input for Amazon Product Opportunity Finder — AI Niche Analysis. See https://apify.com/noniner/amazon-product-opportunity."
    • Changedamazon_reviews_scraper1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Amazon Reviews Scraper. See https://apify.com/fuze/amazon-reviews-scraper."New value: +"Input for Amazon Reviews Scraper. See https://apify.com/noniner/amazon-reviews-scraper."
    • Changedanalyst_agent1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Analyst Agent — Autonomous Research & Monitoring. See https://apify.com/fuze/analyst-agent."New value: +"Input for Analyst Agent — Autonomous Research & Monitoring. See https://apify.com/noniner/analyst-agent."
    • Changedapp_review_intelligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for App Review Intelligence (App Store + Google Play). See https://apify.com/fuze/app-review-intelligence."New value: +"Input for App Review Intelligence (App Store + Google Play). See https://apify.com/noniner/app-review-intelligence."
    • Changedapp_store_intelligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for App Store Intelligence — iOS App Metadata & AI (iTunes). See https://apify.com/fuze/app-store-intelligence."New value: +"Input for App Store Intelligence — iOS App Metadata & AI (iTunes). See https://apify.com/noniner/app-store-intelligence."
    • Changedargus1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Argus — Autonomous Intelligence Agent. See https://apify.com/fuze/argus."New value: +"Input for Argus — Autonomous Intelligence Agent. See https://apify.com/noniner/argus."
    • Changedaso_insights1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for ASO Insights — AI App Store Optimization from Any Scraper. See https://apify.com/fuze/aso-insights."New value: +"Input for ASO Insights — AI App Store Optimization from Any Scraper. See https://apify.com/noniner/aso-insights."
    • Changedb2b_account_brief1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Account Brief — AI Pre-Call Research for Sales Reps. See https://apify.com/fuze/b2b-account-brief."New value: +"Input for B2B Account Brief — AI Pre-Call Research for Sales Reps. See https://apify.com/noniner/b2b-account-brief."
    • Changedb2b_cold_outreach_sequencer1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Cold Email Sequence Writer — AI Multi-Touch Cadence. See https://apify.com/fuze/b2b-cold-outreach-sequencer."New value: +"Input for B2B Cold Email Sequence Writer — AI Multi-Touch Cadence. See https://apify.com/noniner/b2b-cold-outreach-sequencer."
    • Changedb2b_competitor_monitor1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Competitor Monitor — Website Change Tracking (AI). See https://apify.com/fuze/b2b-competitor-monitor."New value: +"Input for B2B Competitor Monitor — Website Change Tracking (AI). See https://apify.com/noniner/b2b-competitor-monitor."
    • Changedb2b_intent_radar1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Intent Radar — AI Buying-Signal & Intent Scoring. See https://apify.com/fuze/b2b-intent-radar."New value: +"Input for B2B Intent Radar — AI Buying-Signal & Intent Scoring. See https://apify.com/noniner/b2b-intent-radar."
    • Changedb2b_pricing_extractor1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Pricing Extractor — SaaS Plans & Tiers (AI). See https://apify.com/fuze/b2b-pricing-extractor."New value: +"Input for B2B Pricing Extractor — SaaS Plans & Tiers (AI). See https://apify.com/noniner/b2b-pricing-extractor."
    • Changedb2b_tech_stack_detector1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for B2B Tech Stack Detector — Technographics by Domain (AI). See https://apify.com/fuze/b2b-tech-stack-detector."New value: +"Input for B2B Tech Stack Detector — Technographics by Domain (AI). See https://apify.com/noniner/b2b-tech-stack-detector."
    • Changedcareer_site_jobs_api1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Career Site Jobs API — Greenhouse, Lever, Ashby, Workday. See https://apify.com/fuze/career-site-jobs-api."New value: +"Input for Career Site Jobs API — Greenhouse, Lever, Ashby, Workday. See https://apify.com/noniner/career-site-jobs-api."
    • Changedcompany_due_diligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Company Due Diligence — Registry, Sanctions & Adverse Media. See https://apify.com/fuze/company-due-diligence."New value: +"Input for Company Due Diligence — Registry, Sanctions & Adverse Media. See https://apify.com/noniner/company-due-diligence."
    • Changedcompetitor_pulse1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Competitor Pulse — AI Competitor Intelligence Monitor. See https://apify.com/fuze/competitor-pulse."New value: +"Input for Competitor Pulse — AI Competitor Intelligence Monitor. See https://apify.com/noniner/competitor-pulse."
    • Changedemail_finder_scraper1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Email Finder. See https://apify.com/fuze/email-finder-scraper."New value: +"Input for Email Finder. See https://apify.com/noniner/email-finder-scraper."
    • Changedequity_analyst1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Equity Analyst — AI Investment Research Agent. See https://apify.com/fuze/equity-analyst."New value: +"Input for Equity Analyst — AI Investment Research Agent. See https://apify.com/noniner/equity-analyst."
    • Changedetsy_scraper1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Etsy Scraper. See https://apify.com/fuze/etsy-scraper."New value: +"Input for Etsy Scraper. See https://apify.com/noniner/etsy-scraper."
    • Changedeu_grant_finder1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for EU & Nordic Grant Finder (AI-matched). See https://apify.com/fuze/eu-grant-finder."New value: +"Input for EU & Nordic Grant Finder (AI-matched). See https://apify.com/noniner/eu-grant-finder."
    • Changedgithub_candidate_scorer1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for GitHub Candidate Scorer. See https://apify.com/fuze/github-candidate-scorer."New value: +"Input for GitHub Candidate Scorer. See https://apify.com/noniner/github-candidate-scorer."
    • Changedgithub_repo_analyzer1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for GitHub Repo Analyzer — Health, Activity & Risk (AI). See https://apify.com/fuze/github-repo-analyzer."New value: +"Input for GitHub Repo Analyzer — Health, Activity & Risk (AI). See https://apify.com/noniner/github-repo-analyzer."
    • Changedgoogle_maps_lead_enricher1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Google Maps Lead Enricher (AI). See https://apify.com/fuze/google-maps-lead-enricher."New value: +"Input for Google Maps Lead Enricher (AI). See https://apify.com/noniner/google-maps-lead-enricher."
    • Changedgoogle_news_scraper1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Google News Scraper. See https://apify.com/fuze/google-news-scraper."New value: +"Input for Google News Scraper. See https://apify.com/noniner/google-news-scraper."
    • Changedgoogle_reviews_insights1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Google Reviews Insights (AI). See https://apify.com/fuze/google-reviews-insights."New value: +"Input for Google Reviews Insights (AI). See https://apify.com/noniner/google-reviews-insights."
    • Changedgreenlit1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Greenlit — Company Sanctions Screening (EU/OFAC/UK). See https://apify.com/fuze/greenlit."New value: +"Input for Greenlit — Company Sanctions Screening (EU/OFAC/UK). See https://apify.com/noniner/greenlit."
    • Changedinfluencer_vetting1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Influencer Vetting — Engagement, Fake Followers & Brand Safety. See https://apify.com/fuze/influencer-vetting."New value: +"Input for Influencer Vetting — Engagement, Fake Followers & Brand Safety. See https://apify.com/noniner/influencer-vetting."
    • Changednordic_company_registry1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Nordic Company Registry (Norway, Finland). See https://apify.com/fuze/nordic-company-registry."New value: +"Input for Nordic Company Registry (Norway, Finland). See https://apify.com/noniner/nordic-company-registry."
    • Changednordic_public_tenders1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Nordic Public Tenders (Norway, Finland, Sweden). See https://apify.com/fuze/nordic-public-tenders."New value: +"Input for Nordic Public Tenders (Norway, Finland, Sweden). See https://apify.com/noniner/nordic-public-tenders."
    • Changednordic_tender_matcher1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Nordic Tender Matcher (AI). See https://apify.com/fuze/nordic-tender-matcher."New value: +"Input for Nordic Tender Matcher (AI). See https://apify.com/noniner/nordic-tender-matcher."
    • Changednpm_package_intelligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for npm Package Intelligence — Downloads, Risk & Health (AI). See https://apify.com/fuze/npm-package-intelligence."New value: +"Input for npm Package Intelligence — Downloads, Risk & Health (AI). See https://apify.com/noniner/npm-package-intelligence."
    • Changedserp_intelligence1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for SERP Intelligence — AI Analysis of Google Search Results. See https://apify.com/fuze/serp-intelligence."New value: +"Input for SERP Intelligence — AI Analysis of Google Search Results. See https://apify.com/noniner/serp-intelligence."
    • Changedsignal_radar1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Signal Radar — AI Account Intelligence & ICP Scoring. See https://apify.com/fuze/signal-radar."New value: +"Input for Signal Radar — AI Account Intelligence & ICP Scoring. See https://apify.com/noniner/signal-radar."
    • Changeduniversal_review_insights1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Universal Review Insights — AI Analysis of Any Reviews. See https://apify.com/fuze/universal-review-insights."New value: +"Input for Universal Review Insights — AI Analysis of Any Reviews. See https://apify.com/noniner/universal-review-insights."
    • Changedwebsite_to_markdown1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for Website to Markdown — Clean Markdown for LLMs & RAG. See https://apify.com/fuze/website-to-markdown."New value: +"Input for Website to Markdown — Clean Markdown for LLMs & RAG. See https://apify.com/noniner/website-to-markdown."
    • Changedyoutube_transcript_scraper1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for YouTube Transcript Scraper. See https://apify.com/fuze/youtube-transcript-scraper."New value: +"Input for YouTube Transcript Scraper. See https://apify.com/noniner/youtube-transcript-scraper."
  4. 5 tool updates
    • Addedgithub_repo_analyzer
    • Addednpm_package_intelligence
    • Addedserp_intelligence
    • Addeduniversal_review_insights
    • Addedwebsite_to_markdown
  5. 5 tool updates
    • Changedai_brand_accuracy1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Brand Accuracy Monitor (Wrong Facts). See https://apify.com/fuze/ai-brand-accuracy."New value: +"Input for AI Brand Accuracy — Fact-Check ChatGPT, Perplexity, Gemini. See https://apify.com/fuze/ai-brand-accuracy."
    • Changedai_brand_visibility1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Brand Visibility Tracker (GEO/AEO). See https://apify.com/fuze/ai-brand-visibility."New value: +"Input for Are You Recommended by ChatGPT, Perplexity & Gemini?. See https://apify.com/fuze/ai-brand-visibility."
    • Changedai_citation_miner1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Citation Source Miner (GEO/AEO). See https://apify.com/fuze/ai-citation-miner."New value: +"Input for AI Citation Miner — Who ChatGPT & Perplexity Cite (GEO). See https://apify.com/fuze/ai-citation-miner."
    • Changedai_search_visibility_platform1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Search Visibility Platform — GEO/AEO Monitoring. See https://apify.com/fuze/ai-search-visibility-platform."New value: +"Input for AI Brand Visibility & Citations — ChatGPT, Perplexity, Gemini. See https://apify.com/fuze/ai-search-visibility-platform."
    • Changedai_share_of_voice1 field changed
      • changedInput schema / properties / input / description
        Previous value: -"Input for AI Share of Voice — Multi-Engine GEO Tracker. See https://apify.com/fuze/ai-share-of-voice."New value: +"Input for AI Share of Voice — ChatGPT, Perplexity, Gemini (GEO). See https://apify.com/fuze/ai-share-of-voice."
  6. 45 tool updates
    • First observedad_radar
    • First observedai_brand_accuracy
    • First observedai_brand_visibility
    • First observedai_citation_miner
    • First observedai_cold_email_personalizer
    • First observedai_company_enrichment
    • First observedai_price_intelligence
    • First observedai_prospecting_pipeline
    • First observedai_search_visibility_platform
    • First observedai_seo_site_auditor
    • First observedai_share_of_voice
    • First observedai_social_listening
    • First observedai_web_extractor
    • First observedai_website_audit
    • First observedamazon_product_opportunity
    • First observedamazon_reviews_scraper
    • First observedanalyst_agent
    • First observedapp_review_intelligence
    • First observedapp_store_intelligence
    • First observedargus
    • First observedaso_insights
    • First observedb2b_account_brief
    • First observedb2b_cold_outreach_sequencer
    • First observedb2b_competitor_monitor
    • First observedb2b_intent_radar
    • First observedb2b_pricing_extractor
    • First observedb2b_tech_stack_detector
    • First observedcareer_site_jobs_api
    • First observedcompany_due_diligence
    • First observedcompetitor_pulse
    • First observedemail_finder_scraper
    • First observedequity_analyst
    • First observedetsy_scraper
    • First observedeu_grant_finder
    • First observedgithub_candidate_scorer
    • First observedgoogle_maps_lead_enricher
    • First observedgoogle_news_scraper
    • First observedgoogle_reviews_insights
    • First observedgreenlit
    • First observedinfluencer_vetting
    • First observednordic_company_registry
    • First observednordic_public_tenders
    • First observednordic_tender_matcher
    • First observedsignal_radar
    • First observedyoutube_transcript_scraper

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