tools

Agent Tools

any-agent provides 2 options to specify what tools are available to your agent: Callables and MCP (Model Context Protocol).

{% hint style="success" %} Multi-agent can be implemented using Agents-As-Tools. {% endhint %}

You can use any combination of options within the same agent.

Callables

Any Python callable can be directly passed as tools. You can define them in the same script, import it from an external package, etc.

Under the hood, any-agent takes care of wrapping the tool so it becomes usable by the selected framework.

{% hint style="success" %} Check all the built-in callable tools that any-agent provides. {% endhint %}

from any_agent import AgentConfig
from any_agent.tools import search_web

main_agent = AgentConfig(
    model_id="mistral:mistral-small-latest",
    tools=[search_web]
)

Composio

We have a custom Composio provider that allows to use any Composio tools in any-agent:

{% hint style="success" %} Check the different options for Fetching and Filtering Composio Tools. {% endhint %}

from any_agent import AgentConfig
from any_agent.tools.composio import CallableProvider
from composio import Composio

cpo = Composio(CallableProvider())

main_agent = AgentConfig(
    model_id="mistral:mistral-small-latest",
    tools=cpo.tools.get(
        user_id="daavoo",
        toolkits=["GITHUB", "HACKERNEWS"],
    )
)

Using Agents-As-Tools

To directly use one agent as a tool for another agent, any-agent provides 3 different approaches:

The agent to be used as a tool can be defined as usual:

from any_agent import AgentConfig, AnyAgent
from any_agent.tools import search_web

google_agent = await AnyAgent.create_async(
    "google",
    AgentConfig(
        name="google_expert",
        model_id="mistral:mistral-small-latest",
        instructions="Use the available tools to answer questions about the Google ADK",
        description="An agent that can answer questions about the Google Agents Development Kit (ADK).",
        tools=[search_web]
    )
)