Cortexa research tool·genomics·tool_discovery_agents

ToolDiscover

Generates new Cortexa Tool Mesh-compliant tools based on short descriptions using XML format for simultaneous code and specification generation. Automatically discovers similar tools, curates high-quality reference information, and iteratively optimizes the tool using agentic optimization.

Livelast probed 2026-05-01 01:00Z· 96msCortexa

Status

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

Last probed: 1d ago
Last success: 1d ago
Last latency: 96ms

Schema

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

{
  "properties": {
    "max_iterations": {
      "default": 2,
      "description": "Maximum number of optimization iterations",
      "type": "integer"
    },
    "output_file": {
      "description": "Optional file path to save the generated tool",
      "type": "string"
    },
    "save_dir": {
      "default": null,
      "description": "Directory path to save the generated tool files (defaults to current working directory)",
      "type": "string"
    },
    "save_to_file": {
      "default": true,
      "description": "Whether to save the generated tool files",
      "type": "boolean"
    },
    "tool_description": {
      "description": "Short description of the desired tool functionality",
      "type": "string"
    }
  },
  "required": [
    "tool_description"
  ],
  "type": "object"
}

Examples (1)

Default ToolDiscover call

public-safeinput

{
  "max_iterations": 1,
  "save_to_file": false,
  "tool_description": ""
}

Expected response keys: success

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

Identifiers

Catalog ID: tu_ToolDiscover
Tool name: ToolDiscover
Added: 2026-05-01 00:58Z
Tags: tooluniverse

ToolDiscover

Livelast probed 2026-05-01 01:00Z· 96msCortexa

Schema

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

{ "properties": { "max_iterations": { "default": 2, "description": "Maximum number of optimization iterations", "type": "integer" }, "output_file": { "description": "Optional file path to save the generated tool", "type": "string" }, "save_dir": { "default": null, "description": "Directory path to save the generated tool files (defaults to current working directory)", "type": "string" }, "save_to_file": { "default": true, "description": "Whether to save the generated tool files", "type": "boolean" }, "tool_description": { "description": "Short description of the desired tool functionality", "type": "string" } }, "required": [ "tool_description" ], "type": "object" }