Cerebras Inference MCP Server with 15 Tools for Claude, Cursor, and AI Agents
GDPR Free for SubscribersAccess lightning-fast AI inference via Cerebras Wafer-Scale Engine — generate chat completions, manage models, and run batch jobs at record speeds. Vinkius routes your AI agents directly to Cerebras Inference through a governed connection. 15 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
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Compatible with every major AI agent and IDE
Gemini* 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
What is the Cerebras Inference MCP Server?
The Cerebras Inference MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to Cerebras Inference via 15 tools. Access lightning-fast AI inference via Cerebras Wafer-Scale Engine — generate chat completions, manage models, and run batch jobs at record speeds. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (15)
Tools for your AI Agents to operate Cerebras Inference
Ask your AI agent "List all available models on Cerebras." and get the answer without opening a single dashboard. With 15 tools connected to real Cerebras Inference data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The Cerebras Inference App Connector works with every AI agent you already use
…and any MCP-compatible client
Use all 15 Cerebras Inference tools with your AI agents right now
Vinkius routes your AI agents to Cerebras Inference through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
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
What the Cerebras Inference MCP Server unlocks
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.
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.
How it works
1. Subscribe to this server
2. Enter your Cerebras API Key
3. Start generating tokens at speeds you've never seen before in Claude, Cursor, or any MCP-compatible client.
Who is this for?
- AI Developers — build and test applications with near-instant model responses to maintain development momentum.
- Data Scientists — run large-scale batch inference on massive datasets using the asynchronous batch API.
- Product Teams — integrate high-performance LLMs into production environments where latency is a critical factor.
Frequently asked questions about the Cerebras Inference MCP Server
How do I check which models are available for inference?
Use the list_models tool. It will return a list of all supported models, including high-performance options like Llama 3.1, which you can then use in create_chat_completion.
Can I process thousands of requests at once?
Yes. Use upload_file to provide your JSONL data and then create_batch to start an asynchronous processing job. You can monitor progress with get_batch.
Does this server support tool calling and structured outputs?
Yes. The create_chat_completion tool supports tools, tool_choice, and response_format parameters, allowing the model to interact with other functions or return valid JSON.
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We built the connector to Cerebras Inference. Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from Cerebras Inference to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.