Koskamo

Report search execution outcome to AOPX

The agent records the real-world success or failure of a search operation, contributing to the provider's production evidence ledger for future routing decisions.

How it works

Changes data in your accountsSoftware development

After executing a search using a provider recommended by AOPX, the agent reports the actual result back to the AOPX MCP server. This involves sending the recommendation ID and the outcome data. This step is optional but helps AOPX accumulate production evidence to improve future provider recommendations.

Prompt

Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.

Prompt for Report search execution outcome to AOPX
Report the outcome of a search task to the aopx-mcp server. Use the recommendation_id 'REC-123' and report that the search was successful.

MCP servers it needs

Source

The vendor page this playbook is drawn from, and the passage that supports it.

The caller has executed a prior AOPX recommendation. A reported production outcome tied to the recommendation_id.
AOPX | Search API Routing for AI Agents

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.