YMovE Fitness MCP Server for Google ADK 12 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add YMovE Fitness as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.
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Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="ymove_fitness_agent",
instruction=(
"You help users interact with YMovE Fitness "
"using 12 available tools."
),
tools=[mcp_tools],
)
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About YMovE Fitness MCP Server
Empower your AI agent with professional-grade fitness and nutrition intelligence through YMovE Fitness. Access comprehensive databases of exercises, foods, and recipes, or automatically generate customized workout routines and meal plans.
Google ADK natively supports YMovE Fitness as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 12 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Workout Generation — Instantly create single-session workouts customized by muscle group, equipment, and difficulty
- Training Programs — Generate multi-week fitness programs tailored to specific goals like hypertrophy or weight loss
- Exercise Dictionary — Access detailed instructions, target muscles, and temporary video demonstrations for hundreds of exercises
- Meal Plan Generation — Mathematically generate a full day of meals that hit your exact calorie and macro targets
- Food Database — Lookup up nutritional data for generic or branded foods by keyword or barcode (UPC/EAN)
- Recipe Search — Find specific recipes filtered by diet constraints (e.g. keto, vegan) and calorie limits
The YMovE Fitness MCP Server exposes 12 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect YMovE Fitness to Google ADK via MCP
Follow these steps to integrate the YMovE Fitness MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 12 tools from YMovE Fitness via MCP
Why Use Google ADK with the YMovE Fitness MCP Server
Google ADK provides unique advantages when paired with YMovE Fitness through the Model Context Protocol.
Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with YMovE Fitness
Production-ready features like session management, evaluation, and deployment come built-in — not bolted on
Seamless integration with Google Cloud services means you can combine YMovE Fitness tools with BigQuery, Vertex AI, and Cloud Functions
YMovE Fitness + Google ADK Use Cases
Practical scenarios where Google ADK combined with the YMovE Fitness MCP Server delivers measurable value.
Enterprise data agents: ADK agents query YMovE Fitness and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine YMovE Fitness tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query YMovE Fitness regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including YMovE Fitness
YMovE Fitness MCP Tools for Google ADK (12)
These 12 tools become available when you connect YMovE Fitness to Google ADK via MCP:
generate_meal_plan
Generate a daily meal plan reaching a specific calorie target
generate_program
g. "hypertrophy", "weight_loss", "strength"). Generate a multi-week training program
generate_workout
Use this when the user wants a routine for today. Generate a custom single-session workout
get_exercise_details
Get complete details and instructions for a specific exercise
get_food_by_barcode
Look up a specific food product by its UPC/EAN barcode
get_food_details
Get detailed nutritional breakdown for a specific food
get_recipe_details
Get full recipe details including ingredients and instructions
list_exercise_types
List all valid exercise types (e.g. strength, cardio, stretching)
list_muscle_groups
List all available muscle groups
search_exercises
It returns a list of matching exercises with their IDs, which you need for get_exercise_details. Search for specific exercises in the YMovE database
search_foods
Search the food database for nutritional values
search_recipes
g. vegan, keto), or maximum calories. Search for recipes based on diet or calories
Example Prompts for YMovE Fitness in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with YMovE Fitness immediately.
"Generate a 30-minute chest and triceps workout using only dumbbells."
"Create a 2500 calorie vegan meal plan for today."
"What are the macros for a generic banana?"
Troubleshooting YMovE Fitness MCP Server with Google ADK
Common issues when connecting YMovE Fitness to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkYMovE Fitness + Google ADK FAQ
Common questions about integrating YMovE Fitness MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect YMovE Fitness to Google ADK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.