Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
142 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Analyze Trading Strategy PerformanceThe agent retrieves historical trade data, win rates, and R-multiples, or simulates strategy performance under specific rules to evaluate effectiveness. | Data and analysis | Read-only | |
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. | Data and analysis | Read-only | |
Analyze underperforming campaigns with search term intelligenceSpecific keyword recommendations to pause or optimize based on deep analysis of underperforming campaigns. | Data and analysis | Read-only | |
Analyze workout history for insightsThe user receives a summary or specific insights derived from their past training data, such as progress trends or volume statistics. | Data and analysis | Read-only | |
Assess memecoin risk and liquidityThe agent obtains a verifiable risk verdict (LOW, ELEVATED, HIGH, CRITICAL) for a specific memecoin, including detailed findings on liquidity, mint authority, and honeypot status, anchored on-chain for trust. | Data and analysis | Read-only | |
Audit AI brand visibility and sentimentA detailed report on brand mentions across AI engines, including sentiment analysis, share of voice, and competitor comparisons, with strict adherence to statistical rules. | Data and analysis | Read-only | |
Audit AI visibility and SEO performanceThe agent provides a comprehensive report on the product's AI visibility, SEO health, and competitor standing, highlighting gaps and opportunities for growth. | Data and analysis | Read-only | |
Audit and prioritize SEO issuesA prioritized list of SEO problems grouped by type (Technical, On-page, Local) with an assessment of their impact on search engine visibility and crawl budget. | Data and analysis | Read-only | |
Audit Google Ads account performanceA detailed report on campaign performance metrics, such as cost per conversion and search terms, allowing the user to identify inefficiencies and optimize future spend without risking accidental changes. | Data and analysis | Read-only | |
Audit Google Ads campaigns for wasted spendA plain-language report identifying inefficient ad spend, search terms, and optimization opportunities across your Google Ads accounts. | Data and analysis | Read-only | |
Audit playlist purity for anime songsA purity score and per-track status confirming which items are valid anime songs. | Data and analysis | Read-only | |
Backtest crypto trading strategiesReceive detailed performance metrics including equity curves, Sharpe ratios, and individual trade logs for multiple trading ideas simulated against historical market data. | Data and analysis | Read-only |
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Where these playbooks come from
Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.
Koskamo reads the example, tutorial, and guide pages that vendors publish for their own MCP servers. A playbook is only drafted when the page says the server can do it, and the supporting quote is shown on every playbook.