AON — Agent Offer Network

What AON — Agent Offer Network MCP server does

AON — Agent Offer Network MCP server exposes an offer-discovery workflow through MCP. An agent can search for products or services in natural language, such as hiking boots or team chat software, and receive matching offers with pricing and a tracking link for each result. The response also includes an engagement block containing pre-validated follow-up suggestions that can guide the next interaction.

The server is intended for agents that need to present real, buyable offers. It does not merely classify a request: it combines intent-based search with offer details and links that can be tracked.

How it works

The primary search tool accepts an AgentOffer Query request object. Its argument shape follows the corresponding REST API request, so an agent or client must provide a request compatible with that protocol. Search results return offer data, prices, tracking links, and engagement suggestions.

Before searching, an agent can pass free text to aon_resolve_category. This converts phrases such as “hiking boots” or “team chat software” into category identifiers from AON Taxonomy v1. The model therefore does not need to memorize or invent category IDs.

For a resolved category, aon_get_category_schema can return decision factors. Those factors can help an agent ask a clarifying question before running a search. The schema tool is an optional hosted extension, and its standalone response does not add decision_factors to the query request or search response.

Tools and capabilities

• aon_search_offers searches offers by natural-language intent and returns pricing, a tracking link per offer, and an engagement block with pre-validated follow-up suggestions.
• aon_resolve_category maps free-text needs to AON Taxonomy v1 category IDs.
• aon_get_category_schema returns decision factors for an already resolved category ID.
• aon_submit_feedback records an explicit dismissed or not interested response for an offer. Feedback is not inferred from silence.
• aon_manage_watch handles an explicit request to restore (watch) or cancel (unwatch) the default watch for an offer or category.

These tools support a staged flow: interpret the user’s intent, resolve a category when useful, ask for clarification if category factors are available, search for offers, and then process explicit user feedback or watch changes.

Limitations and notes

AON — Agent Offer Network MCP server does not document installation commands, client configuration, authentication requirements, environment variables, or a license in the supplied material. The repository is available at https://github.com/aonpro-dev/aonpro-mcp, but the provided information does not establish a specific local or remote deployment procedure.

The feedback and watch operations are early scaffolds. Their calls are acknowledged with success, but feedback is not yet persisted, and watch state is not yet persisted. Applications should avoid treating a successful response from either operation as proof that durable state has been stored.

The category schema tool is optional and hosted. Its result is separate from the AgentOffer Query flow; receiving decision factors does not automatically place them into later query or response objects. The available material also does not promise that every natural-language request will produce an offer or that offer availability remains unchanged after a search.