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Fundamental Math MCP Server for Google ADKGive Google ADK instant access to 5 tools to Calculate Factorial, Calculate Percentage, Calculate Power, and more

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Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Fundamental Math as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Ask AI about this MCP Server for Google ADK

The Fundamental Math MCP Server for Google ADK is a standout in the Developer Tools category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
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="fundamental_math_agent",
    instruction=(
        "You help users interact with Fundamental Math "
        "using 5 available tools."
    ),
    tools=[mcp_tools],
)
Fundamental Math
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Fundamental Math MCP Server

Large Language Models are brilliant at reasoning, but they notoriously hallucinate when performing exact mathematics. The Fundamental Math MCP Server solves this by providing your autonomous agents with a deterministic, zero-latency computational engine.

Google ADK natively supports Fundamental Math as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 5 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

The Superpowers

  • Zero Hallucinations: Guarantees 100% mathematical accuracy for critical workflows like finance and statistics.
  • Privacy First (Local): Executes purely in local JavaScript. No API calls, no data leaves your secure enclave.
  • The Classic Rule of Three: Easily solve proportional problems (if A is to B, then C is to X) without complex prompting.
  • Essential Toolkit: Built-in tools for percentages, square roots, exponential powers, and factorials.
Stop relying on probabilistic models for exact numbers. Equip your agent with a real calculator.

The Fundamental Math MCP Server exposes 5 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 Fundamental Math tools available for Google ADK

When Google ADK connects to Fundamental Math through Vinkius, your AI agent gets direct access to every tool listed below — spanning deterministic-math, computation, precision-engine, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

calculate

Calculate factorial on Fundamental Math

Calculates the factorial of a non-negative integer

calculate

Calculate percentage on Fundamental Math

Calculates the percentage of a given total value

calculate

Calculate power on Fundamental Math

Calculates the base raised to the exponent power

calculate

Calculate rule of three on Fundamental Math

Solves a simple rule of three (proportionality)

calculate

Calculate square root on Fundamental Math

Calculates the square root of a given number

Connect Fundamental Math to Google ADK via MCP

Follow these steps to wire Fundamental Math into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install Google ADK

Run pip install google-adk
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Create the agent

Save the code above and integrate into your ADK workflow
04

Explore tools

The agent will discover 5 tools from Fundamental Math via MCP

Why Use Google ADK with the Fundamental Math MCP Server

Google ADK provides unique advantages when paired with Fundamental Math through the Model Context Protocol.

01

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

02

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Fundamental Math

03

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

04

Seamless integration with Google Cloud services means you can combine Fundamental Math tools with BigQuery, Vertex AI, and Cloud Functions

Fundamental Math + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Fundamental Math MCP Server delivers measurable value.

01

Enterprise data agents: ADK agents query Fundamental Math and cross-reference results with internal databases for comprehensive analysis

02

Multi-modal workflows: combine Fundamental Math tool responses with Gemini's vision and language capabilities in a single agent

03

Automated compliance checks: schedule ADK agents to query Fundamental Math regularly and flag policy violations or configuration drift

04

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Fundamental Math

Example Prompts for Fundamental Math in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Fundamental Math immediately.

01

"I have a total budget of 4500 and I want to allocate 17.5% to marketing. Calculate the exact value."

02

"If an ad campaign generated 120 leads with a $500 investment, how many leads can I expect with a $2500 investment?"

03

"Calculate the factorial of 12 for my probability distribution script."

Troubleshooting Fundamental Math MCP Server with Google ADK

Common issues when connecting Fundamental Math to Google ADK through Vinkius, and how to resolve them.

01

McpToolset not found

Update: pip install --upgrade google-adk

Fundamental Math + Google ADK FAQ

Common questions about integrating Fundamental Math MCP Server with Google ADK.

01

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
02

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
03

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

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