Cerebras Inference MCP Server for Google ADKGive Google ADK instant access to 15 tools to Cancel Batch, Create Batch, Create Chat Completion, and more
GDPR Free for SubscribersGoogle Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Cerebras Inference 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 Cerebras Inference MCP Server for Google ADK is a standout in the Ai Frontier category — giving your AI agent 15 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminifrom 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="cerebras_inference_agent",
instruction=(
"You help users interact with Cerebras Inference "
"using 15 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 Cerebras Inference MCP Server
Connect to the Cerebras Inference platform to leverage the world's fastest AI inference. This MCP server allows your AI agent to interact with state-of-the-art models like Llama 3.1 and others using the Cerebras Wafer-Scale Engine (WSE) for unprecedented performance.
Google ADK natively supports Cerebras Inference as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 15 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 & Text Completions — Generate high-speed responses using
create_chat_completionandcreate_completionwith support for streaming and tool calling. - Model Discovery — Explore available models and their specific details using
list_modelsandget_modelto choose the best fit for your task. - Batch Processing — Handle large-scale workloads asynchronously with
create_batch,list_batches, andcancel_batchfor efficient data processing. - File Management — Upload and manage JSONL files for batch jobs using
upload_fileandlist_filesdirectly from your agent. - Performance Metrics — Monitor your usage and performance metrics to optimize your inference workflows.
The Cerebras Inference MCP Server exposes 15 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 15 Cerebras Inference tools available for Google ADK
When Google ADK connects to Cerebras Inference through Vinkius, your AI agent gets direct access to every tool listed below — spanning llm-inference, wafer-scale, high-speed-ai, 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.
Cancel batch on Cerebras Inference
Cancel a batch job
Create batch on Cerebras Inference
Create a batch job for asynchronous processing
Create chat completion on Cerebras Inference
Generate conversational responses using a structured message format
Create completion on Cerebras Inference
Generate text continuations from a single prompt string
Delete file on Cerebras Inference
Delete a file
Get batch on Cerebras Inference
Retrieve status of a batch job
Get file on Cerebras Inference
Retrieve metadata for a specific file
Get file content on Cerebras Inference
Download raw content of a file
Get metrics on Cerebras Inference
Retrieve Prometheus-formatted operational metrics
Get model on Cerebras Inference
Fetches details for a specific model
List batches on Cerebras Inference
List all batch jobs
List files on Cerebras Inference
List uploaded files
List models on Cerebras Inference
Lists all currently available models
List public models on Cerebras Inference
Retrieve model details without an API key
Upload file on Cerebras Inference
Upload a JSONL file for Batch processing
Connect Cerebras Inference to Google ADK via MCP
Follow these steps to wire Cerebras Inference into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind 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 Cerebras Inference MCP Server
Google ADK provides unique advantages when paired with Cerebras Inference 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 Cerebras Inference
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 Cerebras Inference tools with BigQuery, Vertex AI, and Cloud Functions
Cerebras Inference + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Cerebras Inference MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Cerebras Inference and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Cerebras Inference tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Cerebras Inference regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Cerebras Inference
Example Prompts for Cerebras Inference in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Cerebras Inference immediately.
"List all available models on Cerebras."
"Generate a chat response using llama3.1-8b explaining quantum entanglement."
"Check the status of my batch job with ID 'batch_abc123'."
Troubleshooting Cerebras Inference MCP Server with Google ADK
Common issues when connecting Cerebras Inference to Google ADK through Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkCerebras Inference + Google ADK FAQ
Common questions about integrating Cerebras Inference 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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