{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_meatgpt","slug":"meatgpt","name":"MeatGPT","type":"webapp","url":"https://meat-gpt.sonnet.io","page_url":"https://unfragile.ai/meatgpt","categories":["data-analysis"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_meatgpt__cap_0","uri":"capability://research.real.time.data.analysis.with.ai.interpretation","name":"real-time data analysis with ai interpretation","description":"Analyzes incoming or uploaded datasets in real-time and provides AI-driven insights and patterns. The system processes data and generates actionable interpretations without requiring manual statistical expertise.","intents":["I need to quickly understand patterns in my research data","I want AI to identify trends and anomalies in real-time datasets","I need to validate my hypotheses against live data"],"best_for":["academic researchers","independent data analysts","domain specialists exploring exploratory analysis"],"limitations":["domain-specific focus may limit applicability to general datasets","unclear maximum dataset size or complexity thresholds","real-time capability scope not transparently documented"],"requires":["structured or semi-structured data input","internet connection for cloud processing"],"input_types":["CSV","JSON","tabular data","time-series data"],"output_types":["text analysis","statistical summaries","pattern descriptions","insight narratives"],"categories":["research","data analysis","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_meatgpt__cap_1","uri":"capability://research.ai.assisted.decision.support.from.data","name":"ai-assisted decision support from data","description":"Translates data analysis results into decision recommendations and actionable guidance. Provides context-aware suggestions based on analyzed data patterns to support research or operational decisions.","intents":["I need help deciding what to do based on my data","I want AI to recommend next steps based on analysis results","I need validation for my research decisions"],"best_for":["researchers validating hypotheses","decision-makers in time-sensitive situations","exploratory researchers seeking guidance"],"limitations":["decision recommendations may be domain-specific","unclear how the system handles conflicting or ambiguous data","no documentation on confidence levels or uncertainty quantification"],"requires":["prior data analysis or context","clear decision context or question"],"input_types":["analyzed data","research questions","decision scenarios"],"output_types":["recommendations","decision guidance","action suggestions","reasoning explanations"],"categories":["research","decision-support","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_meatgpt__cap_2","uri":"capability://research.free.tier.data.analysis.access","name":"free-tier data analysis access","description":"Provides completely free access to AI-powered data analysis capabilities without subscription, paywall, or usage limits clearly stated. Removes financial barriers for academic and independent researchers.","intents":["I want to try AI data analysis without paying","I need free tools for academic research","I want to explore AI capabilities before committing financially"],"best_for":["academic researchers","independent analysts","students and educators","budget-constrained organizations"],"limitations":["free tier scope and feature parity not transparently documented","unclear if there are hidden usage limits or rate restrictions","no information on data retention or privacy for free users"],"requires":["account creation","internet access"],"input_types":["user account"],"output_types":["analysis results","insights"],"categories":["research","accessibility","pricing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_meatgpt__cap_3","uri":"capability://research.lightweight.data.processing","name":"lightweight data processing","description":"Executes data analysis with optimized, lightweight computational architecture designed for speed and efficiency. Processes queries and analyses faster than heavyweight analytics platforms through streamlined implementation.","intents":["I need quick analysis results without waiting","I want fast feedback loops for iterative research","I need responsive analysis for time-sensitive decisions"],"best_for":["researchers needing rapid iteration","time-sensitive decision scenarios","exploratory analysis workflows"],"limitations":["lightweight architecture may trade depth for speed","unclear performance characteristics for large datasets","no published benchmarks or performance metrics"],"requires":["structured data input","reasonable dataset sizes"],"input_types":["data files","queries"],"output_types":["analysis results","insights"],"categories":["research","performance","analytics"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"low","permissions":["structured or semi-structured data input","internet connection for cloud processing","prior data analysis or context","clear decision context or question","account creation","internet access","structured data input","reasonable dataset sizes"],"failure_modes":["domain-specific focus may limit applicability to general datasets","unclear maximum dataset size or complexity thresholds","real-time capability scope not transparently documented","decision recommendations may be domain-specific","unclear how the system handles conflicting or ambiguous data","no documentation on confidence levels or uncertainty quantification","free tier scope and feature parity not transparently documented","unclear if there are hidden usage limits or rate restrictions","no information on data retention or privacy for free users","lightweight architecture may trade depth for speed","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.15000000000000002,"quality":0.42,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.857Z","last_scraped_at":"2026-04-05T13:23:42.563Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=meatgpt","compare_url":"https://unfragile.ai/compare?artifact=meatgpt"}},"signature":"1qxGqs48o5T0BrDWpXWZtBKKPlXpeX4SPHZy/zDMDCPfFNYQ506BAtZd+kQRBr7dSb8cxzJL1vicKxuJKlcPCg==","signedAt":"2026-06-22T22:27:05.415Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/meatgpt","artifact":"https://unfragile.ai/meatgpt","verify":"https://unfragile.ai/api/v1/verify?slug=meatgpt","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}