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 competitor app performance and trendsA comprehensive report on a competitor's app including its current chart rankings, historical ranking and revenue trends, user sentiment from recent reviews, and active ad… | |
Agent use case: 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. | |
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
A list of high-value keywords competitors rank for that your app misses, enabling targeted App Store Optimization to improve visibility and organic downloads.
Agent use case: Analyze competitor landscape and growth opportunitiesA comprehensive competitive intelligence report detailing market positioning, SEO/traffic metrics, social presence, and a 30-day growth action plan to identify strategic… |
Agent use case: Analyze comprehensive stock profile and valuationA detailed report on a specific stock including profile, valuation, financial statements, technical signals, and broker recommendations. |
Agent use case: 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… |
Agent use case: 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… |
Agent use case: Analyze cross-system product metricsThe user receives a comprehensive analysis linking customer revenue, support feedback, and development tasks, providing a unified view of product health that single-tool servers… |
Agent use case: Analyze customer feedback noise and signalThe user receives a cleaned analysis of customer sentiment, distinguishing genuine user feedback from noise like bots or ads, enabling accurate decision-making. |
Agent use case: Analyze database schema and run read-only queriesThe agent retrieves the schema of specified tables and executes a read-only SQL query, returning up to 1,000 rows of data without modifying the database. |
Agent use case: Analyze Earnings Straddle Pricing and IV CrushA detailed assessment of whether an earnings straddle is overpriced relative to historical moves, including the expected IV drop after the report. |
Agent use case: Analyze Facebook Ad Hook Performance DataA comprehensive report on the effectiveness of various Facebook ad hook patterns, including their frequency, top-tier reach rates, and median estimated spend, enabling… |
Agent use case: Analyze feature adoption impact on MRR and retentionThe agent calculates the MRR-weighted adoption rate for a newly shipped feature and compares retention metrics between adopters and non-adopters, providing a clear view of the… |
Agent use case: Analyze fridge contents for meal planningThe agent identifies available ingredients from a photo or list and suggests a specific recipe with cooking time and nutritional information. |
Agent use case: Analyze GA4 Conversion Funnels and TrafficGet a step-by-step breakdown of conversion funnel drop-off rates and measure traffic referred from AI assistants to understand user behavior. |
Agent use case: Analyze Google Ads performance by device and dayProvides a segmented view of campaign performance across devices (mobile vs desktop) and days of the week, helping users determine which time slots and platforms drive the… |
Agent use case: Analyze Google Ads Performance via MCPThe agent retrieves read-only data from the Google Ads MCP server to identify failure modes in AI ad analysis and provide optimization insights without altering account settings. |
Agent use case: Analyze GPU rental price trendsCurrent median rental prices for GPU classes across multiple providers, including trend indicators and list prices for cloud providers. |
Agent use case: Analyze insider trading activityThe agent provides a summary of Form 4 insider transactions for a specific company since a given date, allowing users to track recent buying or selling activity by company… |
Agent use case: Analyze institutional capital changes and insider activityA detailed brief explaining which managers drove changes in a stock's institutional ownership, whether insider Form 4 activity corroborates the trend, and the specific SEC filing… |
Agent use case: Analyze keyword backlink requirementsA report showing the median and range of referring domains for top-ranking pages, helping determine SEO difficulty for specific keywords. |
Agent use case: Analyze landing page for AI visibility and propose fixesA structured report identifying trust concerns, competitors, and prioritized improvements to help the page win more AI recommendations, along with specific evidence calls for… |
Agent use case: 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. |
Agent use case: Analyze match predictions and head-to-head recordsA comprehensive report on the likely outcome of a specific football match, including win probabilities, historical head-to-head results, and current team form. |
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