Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
201 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Analyze AI Engineering Job Market TrendsA comprehensive report on current AI engineering job demands, including top skills, salary ranges, and key hiring companies, enabling informed career planning or market analysis. | Research and knowledge | Read-only | |
Analyze Amazon reviews for customer insightsThe agent extracts specific complaints and praise from Amazon reviews, delivering customer insights in their own words to help refine product offerings or marketing messages. | Research and knowledge | Read-only | |
Analyze competitor ad longevity and scaleIdentify high-performing competitor ads by analyzing how long they have been running and their spread, serving as market validation signals. | Research and knowledge | Read-only | |
Analyze competitor app reviews and privacy practicesA comprehensive report on competitor apps including user sentiment from reviews, privacy data labels, and key metrics like ratings and install counts. | Research and knowledge | Read-only | |
Analyze comprehensive stock profile and valuationA detailed report on a specific stock including profile, valuation, financial statements, technical signals, and broker recommendations. | Research and knowledge | Read-only | |
Analyze congressional voting records by topicThe agent retrieves detailed voting histories for specific congress members or bills, showing how each legislator voted on nominal votes, enabling analysis of legislative alignment and behavior on specific topics. | Research and knowledge | Read-only | |
Analyze county-level economic distressThe agent provides a comprehensive distress scorecard for a specific county, including its national rank, domain breakdown, and key findings, allowing for localized economic assessment. | Research and knowledge | Read-only | |
Analyze keyword backlink requirementsA report showing the median and range of referring domains for top-ranking pages, helping determine SEO difficulty for specific keywords. | Research and knowledge | Read-only | |
Analyze local video file for AI tracesGet a comprehensive analysis of a local video file, including SHA-256 checksum, provenance data, and AI probability scores. | Research and knowledge | Read-only | |
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 distinction between reported relationships and actual outcomes. | Research and knowledge | Read-only | |
Analyze Reddit thread commentsThe agent extracts all comments and replies from a specific Reddit thread, providing a comprehensive view of the discussion. | Research and knowledge | Read-only | |
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 history. | Research and knowledge | Read-only |
Browse by category
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.