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GET
/
v1
/
tools
/
recommended
curl -X GET "https://api.danubeai.com/v1/tools/recommended?tool_id=tool_abc123&limit=5" \
  -H "danube-api-key: YOUR_API_KEY"

[
  {
    "id": "tool_def456",
    "name": "Slack - Send Message",
    "description": "Send a message to a Slack channel",
    "service_id": "svc_slack_001"
  },
  {
    "id": "tool_ghi789",
    "name": "Gmail - Send Email",
    "description": "Send an email via Gmail",
    "service_id": "svc_gmail_001"
  }
]

​
Overview

Get tool recommendations based on co-usage patterns. Optionally pass a tool_id to find tools frequently used together with it. Without a tool_id, returns popular tools or personalized recommendations. Auth: Optional (works with or without authentication). Authenticated requests may return personalized results.

​
Query Parameters

​
tool_id
string
Optional UUID of a tool to find related tools for
​
limit
integer
default:5
Maximum number of recommendations to return

​
Response

Returns an array of recommended tool objects.
​
id
string
Tool UUID
​
name
string
Tool name
​
description
string
Tool description
​
service_id
string
Parent service UUID

​
Example

curl -X GET "https://api.danubeai.com/v1/tools/recommended?tool_id=tool_abc123&limit=5" \
  -H "danube-api-key: YOUR_API_KEY"

[
  {
    "id": "tool_def456",
    "name": "Slack - Send Message",
    "description": "Send a message to a Slack channel",
    "service_id": "svc_slack_001"
  },
  {
    "id": "tool_ghi789",
    "name": "Gmail - Send Email",
    "description": "Send an email via Gmail",
    "service_id": "svc_gmail_001"
  }
]

​
MCP Tool

This endpoint is also available as the get_recommendations MCP tool: 
result = await mcp.call_tool("get_recommendations", {
    "tool_id": "tool_abc123",
    "limit": 5
})