Is there any example for, how to build a team of agents, where some agents have access to mcp servers, and the orchestrator team is accessible using agno Agent UI

pavbyte · August 26, 2025, 4:13pm

is there a way, where the agent has access to mcp server of grafana and the teams is able to make calls to the agent, also can same be done using agent UI or playground?

Monali · August 27, 2025, 5:30am

Hey @pavbyte, thanks for reaching out and supporting Agno. I’ve shared this with the team, we’re working through all requests one by one and will get back to you soon.If it’s urgent, please let us know. We appreciate your patience!

monalisha · August 29, 2025, 11:29am

Hi @pavbyte , You can refer to the following cookbooks for reference on teams and using it on the playground . Let me know if this helps. Thanks

github.com/agno-agi/agno

cookbook/apps/playground/mcp_demo.py

main

"""This example shows how to run an Agent using our MCP integration in the Agno Playground.

For this example to run you need:
- Create a GitHub personal access token following these steps:
    - https://github.com/modelcontextprotocol/servers/tree/main/src/github#setup
- Set the GITHUB_TOKEN environment variable: `export GITHUB_TOKEN=<Your GitHub access token>`
- Run: `pip install agno mcp openai` to install the dependencies
"""

from contextlib import asynccontextmanager
from os import getenv
from textwrap import dedent

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.playground import Playground
from agno.storage.agent.sqlite import SqliteAgentStorage
from agno.tools.mcp import MCPTools
from fastapi import FastAPI
from mcp import StdioServerParameters

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github.com/agno-agi/agno

cookbook/examples/teams/coordinate/skyplanner_mcp_team.py

main

"""
This example demonstrates how to use the MCP protocol to coordinate a team of agents.

Prerequisites:
- Google Maps:
    - Set the environment variable `GOOGLE_MAPS_API_KEY` with your Google Maps API key.
    You can obtain the API key from the Google Cloud Console:
    https://console.cloud.google.com/projectselector2/google/maps-apis/credentials

    - You also need to activate the Address Validation API for your .
    https://console.developers.google.com/apis/api/addressvalidation.googleapis.com

"""

import asyncio
import os
from textwrap import dedent
from typing import List, Optional

from agno.agent import Agent

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Is there any example for, how to build a team of agents, where some agents have access to mcp servers, and the orchestrator team is accessible using agno Agent UI

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