io.github.whalefuntech/intentlink MCP Server

The io.github.whalefuntech/intentlink Model Context Protocol (MCP) server is an “IntentLink” integration for AI agents. It connects an agent to a commercial intent network and enables monetizable commerce recommendations to be surfaced within the agent’s answers. It is available as an MCP server and also via a REST API.

🛠️ Key Features

IntentLink commercial intent network
Exposes relevant, monetizable commerce recommendations in conversational responses
Availability: MCP server and REST API
Tool count: 3

🚀 Use Cases

Monetizing AI agent conversations
Adding intent-based commerce recommendations to agent outputs

⚡ Developer Benefits

Integrates into agent workflows via MCP (or REST)
Recommendations are part of the conversation itself, not an external ad unit

⚠️ Limitations

Limited public details in the provided excerpt beyond integration purpose and delivery model

Topics

affiliate-marketing, agentic-commerce, ai-agent, conversational-commerce, mcp, model-context-protocol

{ "type": "object", "properties": { "query": { "title": "Query", "type": "string" }, "agent_id": { "title": "Agent Id", "type": "string" }, "keywords": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "title": "Keywords" }, "commerce_l2s": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "title": "Commerce L2S" }, "max_price": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "default": null, "title": "Max Price" }, "min_price": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "default": null, "title": "Min Price" }, "platforms": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "title": "Platforms" }, "intent": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Intent" }, "require_commission": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ], "default": null, "title": "Require Commission" }, "limit": { "default": 10, "title": "Limit", "type": "integer" } }, "required": [ "query", "agent_id" ], "title": "search_productsArguments" }

{ "type": "object", "properties": { "type": { "$ref": "#/$defs/TravelSearchType" }, "city": { "title": "City", "type": "string" }, "agent_id": { "title": "Agent Id", "type": "string" }, "hotel": { "anyOf": [ { "$ref": "#/$defs/TravelHotelParams" }, { "type": "null" } ], "default": null }, "limit": { "default": 10, "title": "Limit", "type": "integer" } }, "required": [ "type", "city", "agent_id" ], "$defs": { "TravelHotelParams": { "description": "Hotel-only stay params. Grouped here (not flattened onto the request) since they apply to a\nlive hotel search only. Missing/invalid values → the service returns default hotel links.", "properties": { "check_in": { "anyOf": [ { "format": "date", "type": "string" }, { "type": "null" } ], "default": null, "title": "Check In" }, "check_out": { "anyOf": [ { "format": "date", "type": "string" }, { "type": "null" } ], "default": null, "title": "Check Out" }, "rooms": { "default": 1, "minimum": 1, "title": "Rooms", "type": "integer" }, "adults": { "default": 2, "minimum": 1, "title": "Adults", "type": "integer" }, "children": { "default": 0, "minimum": 0, "title": "Children", "type": "integer" }, "state": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "description": "US state name/abbr to disambiguate duplicate city names.", "title": "State" } }, "title": "TravelHotelParams", "type": "object" }, "TravelSearchType": { "description": "Travel product type (commerce_l2). ``hotel`` has a live search; the rest currently return\ncurated default links.", "enum": [ "hotel", "flights", "bundle", "airport_transfer", "car_rental" ], "title": "TravelSearchType", "type": "string" } }, "title": "search_travelArguments" }

{ "type": "object", "properties": { "query": { "title": "Query", "type": "string" }, "agent_id": { "title": "Agent Id", "type": "string" }, "keywords": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "title": "Keywords" }, "categories": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "null" } ], "default": null, "title": "Categories" }, "city": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "City" }, "state": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "State" }, "date_from": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Date From" }, "date_to": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Date To" }, "when": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "When" }, "min_price": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "default": null, "title": "Min Price" }, "max_price": { "anyOf": [ { "type": "number" }, { "type": "null" } ], "default": null, "title": "Max Price" }, "sort": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Sort" }, "limit": { "default": 10, "title": "Limit", "type": "integer" } }, "required": [ "query", "agent_id" ], "title": "search_eventsArguments" }

IntentLink

Monetize your AI agent's conversations — natively, without banners.

IntentLink is a commercial intent network built for the AI agent era. Add the IntentLink MCP server (or REST API) to your agent, and it gains the ability to surface relevant, monetizable commerce recommendations directly inside its answers — not as an ad unit bolted on top, but as part of the conversation itself.

Why IntentLink

Native to the conversation. Recommendations surface as part of the agent's answer — contextual and relevant, not a banner or pop-up.

Zero UX disruption. Your agent stays your agent. No iframes, no forced redirects, no interruption of the conversation flow.

You keep 80% of revenue. Transparent rev-share on every converted intent. No upfront fee, no platform fee — IntentLink only earns when you do.

Privacy-first by design. No PII is stored. Intent matching runs on transient conversation context only, aligned with GDPR/CCPA.

Works with any MCP-compatible runtime — Claude, OpenAI-compatible agents, LangChain, or custom stacks (a language-agnostic REST API is available as a fallback).

Install

Tools (3)

search_productssearch_travelsearch_events

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://api.intentlink.io/mcp/

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "intentlink": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.intentlink.io/mcp/"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

io.github.whalefuntech/intentlink