Can the AI send messages to a specific channel?

Yes, just mention the channel name or ID, and the AI will post the message directly on your behalf.

How do I fetch the latest updates from my team?

You can ask the agent to summarize recent activity in a specific project or channel.

Does it support reading project task boards?

Yes, the agent can list tasks, check assignees, and verify current statuses in your Mela projects.

INSTANT PLUG AND PLAY

Mela MCP Server for Google ADKGive Google ADK instant access to 12 tools to Create Activity, Get Accounting Data, Get Activity, and more

Name: Mela
Availability: InStock
Author: Vinkius

Built by Vinkius GDPR 12 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for Google ADK

Open in ChatGPT Open in Claude Open in Perplexity

The Mela app connector for Google ADK is a standout in the Communication Messaging category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="mela_agent",
    instruction=(
        "You help users interact with Mela "
        "using 12 available tools."
    ),
    tools=[mcp_tools],
)

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 Mela MCP Server

The Mela MCP server connects your AI agent directly to your workspace. Send channel messages, query project status, and summarize daily team updates without ever leaving your editor.

Google ADK natively supports Mela as an MCP tool provider. declare 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.

The Mela 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.

All 12 Mela tools available for Google ADK

When Google ADK connects to Mela through Vinkius, your AI agent gets direct access to every tool listed below — spanning team-chat, project-updates, workspace-sync, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_activity

Create a new job site or activity

get_accounting_data

Retrieve cost and accounting data for an activity

get_activity

Retrieve details for a specific activity

get_me

Retrieve information about the current user

list_activities

List all job sites/activities

list_checklists

Retrieve all checklists associated with an activity

list_teams

List teams in the workspace

list_users

List all workspace members

log_materials

Track material consumption on-site

log_work_hours

Record man-hours for an activity

post_message

Send a text update or note to an activity feed

update_activity_status

Change the status of an activity

Connect Mela to Google ADK via MCP

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

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 Mela via MCP

Why Use Google ADK with the Mela MCP Server

Google ADK provides unique advantages when paired with Mela 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 Mela

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 Mela tools with BigQuery, Vertex AI, and Cloud Functions

Mela + Google ADK Use Cases

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

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

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

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

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

Example Prompts for Mela in Google ADK

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

"Send an update to the 'Engineering' channel saying the build is fixed."

"Summarize the latest tasks completed in Project Alpha."

"List all team members currently online."

Troubleshooting Mela MCP Server with Google ADK

Common issues when connecting Mela to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Mela + Google ADK FAQ

Common questions about integrating Mela MCP Server with Google ADK.

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.

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.

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.