{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_stellagent-presso","slug":"stellagent-presso","name":"Presso","type":"mcp","url":"https://smithery.ai/servers/stellagent/presso","page_url":"https://unfragile.ai/stellagent-presso","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:stellagent/presso"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_stellagent-presso__cap_0","uri":"capability://search.retrieval.natural.language.query.processing.for.e.commerce.insights","name":"natural language query processing for e-commerce insights","description":"Presso utilizes a natural language processing engine that interprets user queries about e-commerce performance across multiple integrated data sources. It employs a query parsing mechanism that translates user questions into structured queries against the connected data sources like Shopify and Google Analytics. This allows users to receive instant, relevant insights about their store performance and customer behavior in real-time.","intents":["How is my store performing this month compared to last month?","What are the top-performing products in my Shopify store?","Can I get insights on my ad campaigns across Google Ads and Meta Ads?"],"best_for":["e-commerce managers looking for quick insights from multiple data sources"],"limitations":["Complex queries may lead to slower response times due to multiple data source integrations","Limited to the data sources integrated within the platform"],"requires":["API access to connected data sources like Shopify and Google Analytics","Node.js 14+"],"input_types":["text"],"output_types":["structured data"],"categories":["search-retrieval","data-analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_stellagent-presso__cap_1","uri":"capability://data.processing.analysis.multi.source.data.integration.for.marketing.analytics","name":"multi-source data integration for marketing analytics","description":"Presso connects to over 11 different marketing and e-commerce platforms, allowing it to aggregate and analyze data from sources like Google Ads, Klaviyo, and Amazon Ads. It uses a microservices architecture to handle data ingestion and transformation, ensuring that data is consistently updated and available for analysis. This integration enables users to view a holistic picture of their marketing performance across various channels.","intents":["Can I see a combined report of my Google Ads and Facebook Ads performance?","What are the trends in my marketing campaigns across different platforms?","How do my ad spend and sales correlate across multiple channels?"],"best_for":["digital marketers managing campaigns across various platforms"],"limitations":["Real-time data updates may be limited by the API refresh rates of connected sources","Requires configuration for each data source"],"requires":["API keys for all integrated platforms","Docker for local deployment"],"input_types":["text","structured data"],"output_types":["structured data","visual reports"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_stellagent-presso__cap_2","uri":"capability://automation.workflow.automated.reporting.generation.for.e.commerce.metrics","name":"automated reporting generation for e-commerce metrics","description":"Presso automates the generation of reports by pulling data from integrated sources and formatting it into user-friendly dashboards. It employs a templating engine that allows users to customize the metrics they want to include in their reports, ensuring that the generated reports meet specific business needs. This capability reduces the manual effort required to compile performance reports.","intents":["Can I automate my weekly sales report?","How can I customize my marketing performance dashboard?","What metrics should I include in my monthly performance report?"],"best_for":["business analysts and e-commerce managers who need regular performance reports"],"limitations":["Customization options may be limited to predefined templates","Requires initial setup for report parameters"],"requires":["Access to the Presso dashboard","Basic understanding of report metrics"],"input_types":["text","structured data"],"output_types":["structured data","PDF reports"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_stellagent-presso__cap_3","uri":"capability://data.processing.analysis.performance.trend.analysis.across.marketing.channels","name":"performance trend analysis across marketing channels","description":"Presso provides capabilities for analyzing performance trends by aggregating historical data from various marketing channels. It uses statistical analysis techniques to identify patterns and trends over time, enabling users to make data-driven decisions. This feature is particularly useful for understanding the effectiveness of marketing strategies across different platforms.","intents":["What are the trends in my ad performance over the last quarter?","How do my sales trends correlate with marketing spend?","Can I analyze seasonal trends in customer behavior?"],"best_for":["data analysts and marketers looking to optimize their strategies based on historical performance"],"limitations":["Trend analysis may be limited by the depth of historical data available","Requires a certain volume of data for meaningful insights"],"requires":["Access to historical data from integrated platforms","Statistical analysis tools"],"input_types":["structured data"],"output_types":["visual reports","structured data"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_stellagent-presso__cap_4","uri":"capability://automation.workflow.real.time.performance.monitoring.dashboard","name":"real-time performance monitoring dashboard","description":"Presso features a real-time dashboard that visualizes key performance indicators (KPIs) from various integrated data sources. It leverages WebSocket technology to push updates to the dashboard as new data comes in, ensuring that users have access to the latest information without needing to refresh the page. This capability allows for immediate insights into store performance and marketing effectiveness.","intents":["How can I monitor my store's performance in real-time?","What are the current metrics for my ad campaigns?","Can I get live updates on customer behavior on my site?"],"best_for":["e-commerce operators who need to monitor performance continuously"],"limitations":["Dependent on the availability of real-time data from connected sources","May require higher bandwidth for optimal performance"],"requires":["WebSocket support in the browser","Access to real-time data from integrated platforms"],"input_types":["structured data"],"output_types":["visual data"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"high","permissions":["API access to connected data sources like Shopify and Google Analytics","Node.js 14+","API keys for all integrated platforms","Docker for local deployment","Access to the Presso dashboard","Basic understanding of report metrics","Access to historical data from integrated platforms","Statistical analysis tools","WebSocket support in the browser","Access to real-time data from integrated platforms"],"failure_modes":["Complex queries may lead to slower response times due to multiple data source integrations","Limited to the data sources integrated within the platform","Real-time data updates may be limited by the API refresh rates of connected sources","Requires configuration for each data source","Customization options may be limited to predefined templates","Requires initial setup for report parameters","Trend analysis may be limited by the depth of historical data available","Requires a certain volume of data for meaningful insights","Dependent on the availability of real-time data from connected sources","May require higher bandwidth for optimal performance","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.45,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:28.139Z","last_scraped_at":"2026-05-03T15:19:36.243Z","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=stellagent-presso","compare_url":"https://unfragile.ai/compare?artifact=stellagent-presso"}},"signature":"cyIEVZ2lW4ceKldu5gYkhRxR18CiaCaGns4mRI54JHiy5wg2gjUlByWXDP42x8CtR9V+j3ohyXvGfcuUIDveDQ==","signedAt":"2026-06-21T21:27:04.583Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/stellagent-presso","artifact":"https://unfragile.ai/stellagent-presso","verify":"https://unfragile.ai/api/v1/verify?slug=stellagent-presso","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"}}