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 workout history for insightsThe user receives a summary or specific insights derived from their past training data, such as progress trends or volume statistics. | |
Agent use case: Apply for autonomous AI agent roles via MCPThe agent successfully applies for a specific job role by completing a proof-of-work challenge and submitting the application, receiving a token for further missions. | |
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
Ad budgets are updated on Meta or Google Ads after human review, with performance tracking initiated for 24 hours, 3 days, and 7 days.
Agent use case: Approve pending commissionsPending commissions are approved, moving them to the paid status and updating the affiliate's balance. |
Agent use case: Assess AI recommendation readinessA comprehensive readiness score, tier classification, and prioritized implementation roadmap for integrating AI recommendations into the business. |
Agent use case: Assess and price physical manufacturing requirementsA deterministic, non-binding model estimate and a structured supplier handoff package that preserves the decision trail without contacting suppliers or placing orders. |
Agent use case: Assess bug impact on revenueThe agent determines if a specific bug is affecting paying customers or free users, helping prioritize engineering fixes based on business risk. |
Agent use case: Assess company AI readiness via AgentScanA public observability report is generated showing an organization's agent readiness, including daily activity, score ranges, and level breakdowns for every check performed. |
Agent use case: Assess CVE exploitability and KEV statusA structured report on a specific CVE including its CVSS score, EPSS probability, CISA KEV membership status, and links to public exploits, enabling rapid triage of industrial… |
Agent use case: Assess dependency maintenance riskReceive a detailed risk assessment for a package or repository, including maintenance forecasts, activity health metrics, and calibration records to inform auditing decisions. |
Agent use case: 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… |
Agent use case: Assess property due diligence risksA structured JSON report detailing flood, bushfire, and transport hazards for a specific address, enabling informed decision-making without manual source verification. |
Agent use case: Assess risk score for financial actionsThe agent receives a risk assessment including a numerical score, severity level, and confidence interval for a proposed financial action, allowing it to decide whether to proceed. |
Agent use case: Audit account pacing and performanceThe agent identifies pacing issues, tracking errors, or performance deviations against targets, providing a diagnostic report for the user to review. |
Agent use case: Audit ad account safety and access controlsA secure configuration where AI agents can operate within strict spend caps and approval workflows, preventing unauthorized changes or budget waste. |
Agent use case: Audit ad accounts for wasted spendA detailed report identifying inefficient campaigns, keywords, or audiences in Google Ads, Meta Ads, LinkedIn Ads, or ChatGPT Ads, allowing the user to pause or adjust budgets to… |
Agent use case: Audit agent performance metricsReceive a detailed diagnostic report on agent costs, latency, and quality to identify performance bottlenecks and optimize operational efficiency. |
Agent use case: Audit agent reputation before paymentA comprehensive reputation report for a specific agent, including feedback sources, validation status, and verified USDG settlements, enabling safe payment decisions. |
Agent use case: Audit AI agent spending and cost attributionThe user gets a clear financial report on AI agent usage, including total spend, cost per successful run, and attribution across multi-agent systems, helping to manage budgets. |
Agent use case: 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. |
Agent use case: Audit AI crawler visibility and robots.txt complianceA detailed report on whether AI assistants can access and read the site, including specific issues with robots.txt rules, CDN bot protection, and missing content. |
Agent use case: Audit AI Marketing Campaign PerformanceA detailed postmortem or anomaly alert analysis that reconstructs campaign changes, checks for conversion lag, and identifies root causes for performance shifts without blaming… |
Agent use case: Audit AI Readiness and Crawler AccessA detailed report on how AI assistants perceive the target URL, including crawler permissions, raw text content, structured data, and agent surfaces, along with specific fixes to… |
Agent use case: Audit AI visibility and crawler access for a URLA detailed report on how AI crawlers perceive the site, including server-rendered content status, schema validity, and access permissions, enabling the user to identify… |
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