Agents as Tools

Mon, 01 Jan 0001 00:00:00 +0000

Dapr Agents supports invoking other agents as tools within an instance of a DurableAgent reasoning loop, including agents from other frameworks such as OpenAI Agents, LangGraph, and CrewAI.

For full documentation and code examples, see Agents as Tools.

MCP Toolbox for Databases

Mon, 01 Jan 0001 00:00:00 +0000

Dapr Agents supports integrating with MCP Toolbox for Databases by implementing a wrapper that loads the available tools into the Tool model Dapr Agents utilize.

To integrate the Toolbox, load the tools as follows:

from toolbox_core import ToolboxSyncClient

client = ToolboxSyncClient("http://127.0.0.1:5000")
try:
 agent_tools = AgentTool.from_toolbox_many(client.load_toolset("your-tools-name-here"))
 agent = DurableAgent(
 # ...
 tools=agent_tools,
 )
finally:
 client.close()

Or wrap it in a with statement:

from toolbox_core import ToolboxSyncClient
with ToolboxSyncClient("http://127.0.0.1:5000") as client:
 agent_tools = AgentTool.from_toolbox_many(client.load_toolset("your-tools-name-here"))
 agent = DurableAgent(
 # ...
 tools=agent_tools,
 )

Tools on Dapr Docs

Agents as Tools

MCP Toolbox for Databases