Schemas

Field-by-field specification for runtime configuration used in multi-agent execution, derived from the backend runtime models.

Looking for operational guidance? This page is a technical reference focused on field specifications. For endpoint usage, see the REST API: Agents and SDK usage patterns in the Python SDK Reference.

Schema: RuntimeConfig

Runtime configuration for multi-agent execution. Supports global configurations and agent-specific overrides keyed directly by agent UUID. Runtime merges are shallow: agent-level overrides replace entire sibling objects rather than deep-merging nested structures.

Supported Fields

Field	Type	Constraints / Notes
tool_configs	object	Optional. Keys must be tool UUIDs; values must be objects.
mcp_configs	object	Optional. Keys must be MCP UUIDs; values must be objects.
agent_config	object	Optional. Top-level agent configuration.
<agent_uuid>	AgentSpecificConfig	Optional. Each additional top-level key must be a valid UUID string.

Unknown top-level keys that are not valid UUIDs raise a validation error. Agent IDs are validated for proper UUID format.

Global Configuration Structures

MCP Configs

{
  "mcp_configs": {
    "mcp-uuid-1": {
      "authentication": {
        "type": "custom-header",
        "headers": {
          "Authorization": "Bearer <token>"
        }
      }
    }
  }
}

Tool Configs

{
  "tool_configs": {
    "tool-uuid-1": {
      "mode": "dry_run"
    },
    "tool-uuid-2": {
      "timeout": 30
    }
  }
}

Agent Config

{
  "agent_config": {
    "tool_output_sharing": true,
    "max_recursion_limit": 10,
    "memory": "mem0"
  }
}

Schema: AgentSpecificConfig

Configuration specific to an individual agent. These objects have the same shape as the global fields in RuntimeConfig. When supplied, they override the corresponding global settings for that agent.

Field	Type	Constraints	Description
tool_configs	object	Keys must be valid UUIDs	Tool configurations keyed by tool UUID
mcp_configs	object	Keys must be valid UUIDs	MCP configurations keyed by MCP UUID
agent_config	object	Additional properties allowed	Agent-specific configuration (e.g., tool_output_sharing, recursion limits)

Validation Rules

Structure Validation

• tool_configs, mcp_configs, and agent_config must be objects when provided.

• Additional top-level keys must be valid UUID strings. Their values must be objects conforming to AgentSpecificConfig.

• Unknown non-UUID keys raise Unknown top-level key '<key>' in runtime_config.

• Invalid UUID keys raise Invalid UUID: <agent_id>.

Configuration Precedence

1. Agent-specific overrides (top-level UUID keys) take precedence over global configuration.

2. When an override omits a field, the global configuration is used.

3. Merges are shallow: overriding an object replaces the global object for that agent.

Tool Config Filtering

Tool configuration dictionaries are validated so each value is an object. Additional filtering (e.g., matching tool_configs keys to stored agent tools) occurs during agent validation.

Examples

Global Configuration Only

{
  "tool_configs": {
    "tool-uuid-1": {
      "mode": "dry_run"
    }
  }
}

Global and Agent-Specific Overrides

{
  "tool_configs": {
    "tool-uuid-1": {
      "mode": "production",
      "timeout": 30
    }
  },
  "mcp_configs": {
    "mcp-uuid-1": {
      "authentication": {
        "type": "bearer-token",
        "token": "global-token"
      }
    }
  },
  "agent_config": {
    "tool_output_sharing": true,
    "max_recursion_limit": 10
  },
  "agent-uuid-1": {
    "tool_configs": {
      "tool-uuid-1": {
        "mode": "dry_run"
      }
    },
    "agent_config": {
      "tool_output_sharing": false
    }
  },
  "agent-uuid-2": {
    "mcp_configs": {
      "mcp-uuid-1": {
        "authentication": {
          "type": "api-key",
          "key": "X-API-Key",
          "value": "agent-specific-key"
        }
      }
    }
  }
}

Usage in AgentRunRequest

The runtime_config field in AgentRunRequest accepts this schema and automatically supplants legacy top-level tool_configs and mcp_configs fields.

{
  "input": "Where is my order #123?",
  "chat_history": [
    {
      "role": "user",
      "content": "hi"
    },
    {
      "role": "assistant",
      "content": "Hello! How can I assist you today?"
    }
  ],
  "runtime_config": {
    "tool_configs": {
      "tool-uuid-1": {
        "mode": "dry_run"
      }
    },
    "mcp_configs": {
      "mcp-uuid-1": {
        "authentication": {
          "type": "bearer-token",
          "token": "<token>"
        }
      }
    }
  }
}

Legacy requests that still provide the deprecated top-level tool_configs/mcp_configs are automatically converted to runtime_config on ingest, but new integrations should send the new structure directly.

Common Validation Errors

Common Validation Errors and Causes

Error	Cause
Unknown top-level key '<key>' in runtime_config	Top-level key is neither a known global field nor a valid UUID
Configuration must be a dictionary	tool_configs or mcp_configs is not a dictionary
Configuration value for '<key>' must be a dictionary	Value in tool_configs or mcp_configs is not a dictionary
Agent config for '<agent_id>' must be a dictionary	Agent-specific configuration is not a dictionary
Invalid UUID: <agent_id>	Agent ID is not a valid UUID format

Migration from Legacy Format

The legacy tool_configs and mcp_configs fields at the top level of AgentRunRequest are deprecated. Use runtime_config instead.

Legacy Format (Deprecated)

{
  "input": "Where is my order?",
  "tool_configs": {
    "tool-uuid-1": {
      "mode": "dry_run"
    }
  },
  "mcp_configs": {
    "mcp-uuid-1": {
      "authentication": {
        "type": "bearer-token",
        "token": "<token>"
      }
    }
  }
}

New Format (Recommended)

{
  "input": "Where is my order?",
  "runtime_config": {
    "tool_configs": {
      "tool-uuid-1": {
        "mode": "dry_run"
      }
    },
    "mcp_configs": {
      "mcp-uuid-1": {
        "authentication": {
          "type": "bearer-token",
          "token": "<token>"
        }
      }
    }
  }
}

Related Documentation

• REST API: Agents — Endpoint reference

• Python SDK Reference — Method signatures and usage

• Agents Schema — Agent configuration details

• Tools Schema — Tool configuration details

• MCPs Schema — MCP configuration details