Cortexa research tool·genomics·tool_finder

Tool Finder LLM

LLM-based tool finder that uses natural language processing to intelligently select relevant tools based on user queries. This tool analyzes all available tool descriptions and uses an LLM to determine which tools would be most helpful for a given task or question.

Livelast probed 2026-05-01 01:00Z· 94msCortexa

Status

The most recent probe succeeded. Safe to call from the agent today.

Last probed: 1d ago
Last success: 1d ago
Last latency: 94ms

Schema

JSON Schema the agent (or your API call) must match.

{
  "properties": {
    "categories": {
      "description": "Optional list of tool categories to filter by",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "description": {
      "description": "The description of the tool capability required.",
      "type": "string"
    },
    "limit": {
      "description": "The number of tools to retrieve (default: 10)",
      "type": "integer"
    },
    "picked_tool_names": {
      "description": "Pre-selected tool names to process. If provided, tool selection will skip these tools.",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "return_call_result": {
      "description": "Whether to return both prompts and tool names. If false, returns only tool prompts.",
      "type": "boolean"
    }
  },
  "required": [
    "description"
  ],
  "type": "object"
}

Examples (1)

Default Tool Finder LLM call

public-safeinput

{
  "categories": [],
  "description": "",
  "limit": 3,
  "picked_tool_names": [],
  "return_call_result": false
}

Expected response keys: success

Anonymous-safe example. Rate-limited; no sign-in required.

Identifiers

Catalog ID: tu_Tool_Finder_LLM
Tool name: Tool_Finder_LLM
Added: 2026-05-01 00:58Z
Tags: tooluniverse

Tool Finder LLM

Livelast probed 2026-05-01 01:00Z· 94msCortexa

Schema

JSON Schema the agent (or your API call) must match.

{ "properties": { "categories": { "description": "Optional list of tool categories to filter by", "items": { "type": "string" }, "type": "array" }, "description": { "description": "The description of the tool capability required.", "type": "string" }, "limit": { "description": "The number of tools to retrieve (default: 10)", "type": "integer" }, "picked_tool_names": { "description": "Pre-selected tool names to process. If provided, tool selection will skip these tools.", "items": { "type": "string" }, "type": "array" }, "return_call_result": { "description": "Whether to return both prompts and tool names. If false, returns only tool prompts.", "type": "boolean" } }, "required": [ "description" ], "type": "object" }