AI21 Labs MCP Server for Google ADKGive Google ADK instant access to 10 tools to Ai21 Chat Completion, Ai21 Contextual Answers, Ai21 Delete File, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add AI21 Labs as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The AI21 Labs app connector for Google ADK is a standout in the Ai Frontier category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="ai21_labs_agent",
instruction=(
"You help users interact with AI21 Labs "
"using 10 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 AI21 Labs MCP Server
Connect your AI agent to the AI21 Studio API and take full control of state-of-the-art Natural Language Processing (NLP) workflows through natural conversation.
Google ADK natively supports AI21 Labs as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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
- Chat Orchestration — Leverage the blazing-fast Jamba models (e.g.,
jamba-1.5-mini) to generate high-fidelity conversational responses and structured text programmatically - Task-Specific NLP Intelligence — Access pre-trained specific endpoints to summarize long texts, correct grammar, paraphrase styles, and segment topics without complex prompting
- Document Intelligence & RAG — Programmatically manage your AI21 workspace library and extract high-fidelity contextual answers based strictly on provided documents
- Stylistic Optimization — Use specialized tools for text improvements and paraphrasing to coordinate your brand's digital voice across multiple languages
- Infrastructure Monitoring — Manage uploaded files and verify account-level API connectivity directly through your agent for instant performance reporting
The AI21 Labs MCP Server exposes 10 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 10 AI21 Labs tools available for Google ADK
When Google ADK connects to AI21 Labs through Vinkius, your AI agent gets direct access to every tool listed below — spanning ai21, jamba-models, nlp-api, 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.
g. jamba-1.5-mini) to generate a conversational response. Generate chat completions
Answer questions based on context
Delete a file
Get file details
Grammatical error correction
List uploaded files
Paraphrase text
Segment text by topic
Summarize text
Suggest stylistic improvements
Connect AI21 Labs to Google ADK via MCP
Follow these steps to wire AI21 Labs into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the AI21 Labs MCP Server
Google ADK provides unique advantages when paired with AI21 Labs 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 AI21 Labs
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 AI21 Labs tools with BigQuery, Vertex AI, and Cloud Functions
AI21 Labs + Google ADK Use Cases
Practical scenarios where Google ADK combined with the AI21 Labs MCP Server delivers measurable value.
Enterprise data agents: ADK agents query AI21 Labs and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine AI21 Labs tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query AI21 Labs regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including AI21 Labs
Example Prompts for AI21 Labs in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with AI21 Labs immediately.
"Fix the grammar in this text: 'he dont know what to did about the project'."
"Summarize this long document focusing only on 'Action Items'."
"Ask jamba-1.5-mini: 'Write a technical title for an AI API blog'."
Troubleshooting AI21 Labs MCP Server with Google ADK
Common issues when connecting AI21 Labs to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkAI21 Labs + Google ADK FAQ
Common questions about integrating AI21 Labs MCP Server with Google ADK.