Agent use cases

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.

Browse 973 documents Use with your agent

Documents

Each document mirrors a listing in the Agent use cases.

Showing 1–24 of 973 documents

Document	Version
Agent use case: Add human-in-the-loop approval to existing integration The agent identifies the correct modification flow, retrieves policy configuration details, and guides the user to add a human approval gate for specific actions like payments,…	v1
Agent use case: Adopt and care for a virtual creature A new virtual pet is registered, adopted, and maintained with regular care actions like feeding and playing, keeping it alive and happy over time.	v1
Agent use case: Adopt and manage virtual pet lifecycle The agent successfully registers, adopts, feeds, and manages the lifecycle of a virtual pet, including handling permanent death events autonomously without human intervention.	v1
Agent use case: Analyze ad angles and identify gaps A comprehensive report on current ad angles, their performance context, and identified gaps in the brand's creative strategy.	v1
Agent use case: Analyze ad performance and diagnose changes The user receives a detailed diagnosis of performance changes, budget recommendations, and creative fatigue analysis for their ad accounts without any changes being made.	v1
Agent use case: Analyze ad performance and get AI recommendations Receive a health score and clear, actionable suggestions to improve ad performance without changing any settings.	v1
Agent use case: Analyze ad performance and get optimization alerts Users receive daily performance insights and verified alerts identifying ads or keywords that need attention, helping them optimize their marketing spend without manual reporting.	v1
Agent use case: Analyze ad performance and recommend budget shifts Get a clear breakdown of ROAS by campaign, identifying underperforming ads and receiving specific recommendations on how to reallocate budget to increase monthly revenue.	v1
Agent use case: Analyze affiliate program performance and payouts Get specific insights into partner revenue, commission status, and payout failures to optimize program management.	v1
Agent use case: Analyze agent wallet security and drain risks The user receives a security assessment of an agent's wallet, including its spend caps, allowlists, expiry settings, and any detected anomaly logs or slow drain patterns,…	v1
Agent use case: Analyze AI agent spending trends on Base Insights into the total money spent by AI agents on the Base network, including how much left their control, the number of high-ranking agents (L7-L9), and trends in spending…	v1
Agent use case: Analyze AI Benchmark Performance The user receives a detailed breakdown of a specific AI model's performance across value, ethics, and safety dimensions, including reliability metrics.	v1
Agent use case: Analyze AI Engineering Job Market Trends A comprehensive report on current AI engineering job demands, including top skills, salary ranges, and key hiring companies, enabling informed career planning or market analysis.	v1
Agent use case: Analyze AI visibility and citation performance The user receives a comprehensive analysis of their brand's visibility in AI-generated answers, including citation share, competitor mentions, and period-over-period trends,…	v1
Agent use case: Analyze Amazon reviews for customer insights The agent extracts specific complaints and praise from Amazon reviews, delivering customer insights in their own words to help refine product offerings or marketing messages.	v1
Agent use case: Analyze and fix wasted ad spend Identifies non-converting keywords and campaigns, then adds negative keywords to reduce wasted budget while maintaining conversion volume.	v1
Agent use case: Analyze and optimize Meta ad campaign performance A comprehensive performance report across connected ad accounts with automated budget reallocations to improve ROI, such as shifting funds from underperforming prospecting to…	v1
Agent use case: Analyze Argentine Economic Indicators The agent retrieves and compares specific economic data, such as exchange rates or inflation metrics, providing direct answers with official sources and dates without manual file…	v1
Agent use case: Analyze Brand Positioning with Domain Skill The agent performs a specialized brand analysis using the 'brand-builder' domain skill, delivering insights into brand positioning and audience alignment based on Adology's…	v1
Agent use case: Analyze campaign performance metrics Get plain-language answers about campaign views, ad performance, and cost per conversion from your brand's data.	v1
Agent use case: Analyze CFTC positioning and market data A comprehensive report on commodity positioning, including latest CFTC snapshots, week-over-week flows, and current futures quotes to inform trading decisions.	v1
Agent use case: Analyze ChatGPT product recommendation evidence A detailed report showing why ChatGPT recommended or rejected a product, including search paths, sources, and competitor context.	v1
Agent use case: Analyze Cloudflare Web Analytics link preview skew Understand how link previews, browser checks, cache hosts, and EU settings skew Cloudflare analytics data for accurate reporting.	v1
Agent use case: Analyze competitor ad longevity and scale Identify high-performing competitor ads by analyzing how long they have been running and their spread, serving as market validation signals.	v1

Source, review, and usage

Published on Koskamo by: Koskamo
Version: 974
Documents: 973 documents
Reviewed: Endpoints live-checked weekly; descriptions are vendor-stated
Last synced: 2026-10-18
Agent lookups: 0 in the last 90 days
Reuse: Reuse terms follow each document’s original source.
Review status: Mirrors the Agent use cases; listings change only through the directory's suggest, owner, and admin flows

Original sources are linked on each document. Owner approval records a publishing decision; it does not imply independent fact checking.

Use this dataset from an agent

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".

Set up your agent Read documents as JSON

The JSON endpoint returns document text and source links in pages. Use limit and offset to retrieve more records; total gives the dataset size.

retrieve request

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}'

Change history

Every directory change that reached this dataset, synced automatically.

Synced from the directory2026-10-18
Agent use case: Retrieve financial and GL data from Rent Manager · v1
Synced from the directory2026-10-18
Agent use case: List properties and tenants via AskRentAI · v1
Synced from the directory2026-10-18
Agent use case: Monitor lease expirations and delinquency risks · v1
Synced from the directory2026-10-18
Agent use case: Analyze portfolio financial performance and anomalies · v1
Synced from the directory2026-10-18
Agent use case: Monitor and restart offline EV chargers · v1
Synced from the directory2026-10-18
Agent use case: Verify brand presence across public rankings · v1
Synced from the directory2026-10-18
Agent use case: Retrieve AI coding agent brand mention rates · v1
Synced from the directory2026-10-18
Agent use case: Calculate statutory employment costs in Asia · v1
Synced from the directory2026-10-18
Agent use case: Retrieve Asian government policy rates and citations · v1
Synced from the directory2026-10-18
Agent use case: Verify corporate relationships and conflicts · v1