curl -X GET "https://api.danubeai.com/v1/tools/recommended?tool_id=tool_abc123&limit=5" \
-H "danube-api-key: YOUR_API_KEY"
[
{
"tool_id": "tool_def456",
"tool_name": "Slack - Send Message",
"description": "Send a message to a Slack channel",
"service_id": "svc_slack_001",
"service_name": "Slack",
"service_logo": "https://slack.com/favicon.ico",
"reason": "Often used after this tool",
"score": 0.82
},
{
"tool_id": "tool_ghi789",
"tool_name": "Gmail - Send Email",
"description": "Send an email via Gmail",
"service_id": "svc_gmail_001",
"service_name": "Gmail",
"service_logo": "https://mail.google.com/favicon.ico",
"reason": "Same category",
"score": 0.61
}
]
Tools
Get Recommendations
Get tool recommendations
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"
[
{
"tool_id": "tool_def456",
"tool_name": "Slack - Send Message",
"description": "Send a message to a Slack channel",
"service_id": "svc_slack_001",
"service_name": "Slack",
"service_logo": "https://slack.com/favicon.ico",
"reason": "Often used after this tool",
"score": 0.82
},
{
"tool_id": "tool_ghi789",
"tool_name": "Gmail - Send Email",
"description": "Send an email via Gmail",
"service_id": "svc_gmail_001",
"service_name": "Gmail",
"service_logo": "https://mail.google.com/favicon.ico",
"reason": "Same category",
"score": 0.61
}
]
Overview
Get tool recommendations based on co-usage patterns. Optionally pass atool_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
string
Optional UUID of a tool to find related tools for
integer
default:5
Maximum number of recommendations to return
Response
Returns an array of recommended tool objects.string
Tool UUID
string
Tool name
string
Tool description
string
Parent service UUID
string
Parent service name, or null
string
Parent service logo URL, or null
string
Why this tool was recommended
number
Recommendation strength; higher is stronger
Example
curl -X GET "https://api.danubeai.com/v1/tools/recommended?tool_id=tool_abc123&limit=5" \
-H "danube-api-key: YOUR_API_KEY"
[
{
"tool_id": "tool_def456",
"tool_name": "Slack - Send Message",
"description": "Send a message to a Slack channel",
"service_id": "svc_slack_001",
"service_name": "Slack",
"service_logo": "https://slack.com/favicon.ico",
"reason": "Often used after this tool",
"score": 0.82
},
{
"tool_id": "tool_ghi789",
"tool_name": "Gmail - Send Email",
"description": "Send an email via Gmail",
"service_id": "svc_gmail_001",
"service_name": "Gmail",
"service_logo": "https://mail.google.com/favicon.ico",
"reason": "Same category",
"score": 0.61
}
]
MCP Tool
This endpoint is also available as theget_recommendations MCP tool:
result = await mcp.call_tool("get_recommendations", {
"tool_id": "tool_abc123",
"limit": 5
})