Reviewed playbooks for what an AI agent can do with servers in the Koskamo MCP directory: the outcome, a reusable prompt, the servers it needs, and a quote from the vendor page it is drawn from.
| Document | Version |
|---|---|
Agent use case: Analyze NYC public money and lobbying recordsThe agent provides a detailed analysis of city spending, vendor payments, or lobbying activities, linking related entities through shared identifiers and clarifying the… | |
Agent use case: Analyze options volatility and gamma exposureThe user receives real-time institutional-grade analytics on implied volatility rank, gamma walls, and dealer positioning for specific tickers, enabling data-driven trading… | |
Agents can query it without an account. POST to /api/v1/retrieve, or connect an MCP client and call koskamo_retrieve with dataset: "agent-use-cases".
curl --fail-with-body 'https://koskamo.com/api/v1/retrieve' -H 'Content-Type: application/json' --data-raw '{"query":"agent-use-cases","dataset":"agent-use-cases","top_k":3}'Every directory change that reached this dataset, synced automatically.
Agent use case: Retrieve financial and GL data from Rent Manager · v1
Agent use case: List properties and tenants via AskRentAI · v1
Agent use case: Monitor lease expirations and delinquency risks · v1
Agent use case: Analyze portfolio financial performance and anomalies · v1
The user receives a comprehensive analysis of specific sports or esports markets on Polymarket, including live board data, wallet grades, large trade signals, and daily picks,…
Agent use case: Analyze portfolio financial performance and anomaliesReceive plain-English insights on NOI, budget variances, and expense outliers across the property portfolio, enabling quick identification of financial drift and actionable next… |
Agent use case: Analyze product details and audience fitThe user gets a detailed breakdown of a specific product including its pricing model, supported platforms, target audience, and available discount codes. |
Agent use case: Analyze product metrics and create dashboardsUsers receive actionable insights from product analytics and have new visualizations created in their Amplitude workspace without writing SQL. |
Agent use case: Analyze product metrics and query analyticsThe user receives natural language insights from Amplitude analytics, including segmentation, funnels, and retention data, without needing to write SQL or navigate the UI. |
Agent use case: Analyze recent campaign sessionsThe user receives a detailed breakdown of recent game sessions, including talk-share metrics, key moments, and generated summaries to review gameplay history. |
Agent use case: Analyze recent insider trading activityA summary of recent insider trades, including who bought or sold, the volume, and the timing, allowing for quick assessment of insider sentiment. |
Agent use case: Analyze Reddit thread commentsThe agent extracts all comments and replies from a specific Reddit thread, providing a comprehensive view of the discussion. |
Agent use case: Analyze regional real estate market statisticsA detailed snapshot of the real estate market for a specific region, including inventory counts, median prices, and days on market. |
Agent use case: Analyze search analytics and trendsA summary of search performance metrics including top queries, no-result rates, and click patterns to identify optimization opportunities. |
Agent use case: Analyze sector-wide auto ABS delinquency trendsThe agent delivers aggregated sector-wide auto ABS delinquency statistics by month, allowing users to track trends like 60+ day delinquency rates across subprime auto trusts. |
Agent use case: Analyze sentiment of company coverageThe agent provides a breakdown of public sentiment regarding a specific company or topic, helping users understand market perception or brand reputation. |
Agent use case: Analyze social media post performanceUsers receive lifetime metrics and day-by-day engagement history for specific published posts, allowing them to assess content performance. |
Agent use case: Analyze store speed and automation ROIThe user receives a plain-English report on their store's mobile performance, identifying slow apps and comparing them to competitors, alongside a calculation of how much manual… |
Agent use case: Analyze taste patterns and recommend mediaThe agent identifies specific taste patterns from the user's high-rated items and suggests new media that aligns with those preferences, grounded in the user's actual library… |
Agent use case: Analyze text readability and grammarGet a comprehensive analysis of text including readability scores, keyword stuffing detection, filler identification, and grammar issues with the top five problems highlighted. |
Agent use case: Analyze top-grossing app onboarding and paywallsA comprehensive analysis of how leading apps structure their onboarding steps, paywall placements, and pricing strategies, enabling data-driven design decisions based on real… |
Agent use case: Analyze Trading Strategy PerformanceThe agent retrieves historical trade data, win rates, and R-multiples, or simulates strategy performance under specific rules to evaluate effectiveness. |
Agent use case: Analyze trading strategy performance metricsGet a comprehensive breakdown of a strategy's historical performance, including risk-adjusted returns, drawdown analysis, and benchmark comparisons against simple holding. |
Agent use case: Analyze underperforming campaigns with search term intelligenceSpecific keyword recommendations to pause or optimize based on deep analysis of underperforming campaigns. |
Agent use case: Analyze viral post benchmarksThe user receives a list of high-performing LinkedIn posts related to a specific topic, providing hooks and benchmarks for content creation. |
Agent use case: Analyze website AI readinessA score and list of improvements for a website's visibility to AI assistants, including checks on robots.txt, structured data, and llms.txt. |
Agent use case: Verify brand presence across public rankings · v1
Agent use case: Retrieve AI coding agent brand mention rates · v1
Agent use case: Calculate statutory employment costs in Asia · v1
Agent use case: Retrieve Asian government policy rates and citations · v1
Agent use case: Verify corporate relationships and conflicts · v1