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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Cerebras Inference with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Access lightning-fast AI inference via Cerebras Wafer-Scale Engine. generate chat completions, manage models, and run batch jobs at record speeds.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 15 capabilities

The complete Cerebras Inference capability set.

These are the exact actions your AI can choose when you ask it to work with Cerebras Inference.

Capability set01 / 04

01-04

4 capabilities in this set.

Part of 15 available through Cerebras Inference.

  1. 01

    Create completion

    Generate text continuations from a single prompt string

  2. 02

    Delete file

    Delete a file

  3. 03

    Get batch

    Retrieve status of a batch job

  4. 04

    Get metrics

    Retrieve Prometheus-formatted operational metrics

Capability set02 / 04

05-08

4 capabilities in this set.

Part of 15 available through Cerebras Inference.

  1. 05

    Get model

    Fetches details for a specific model

  2. 06

    List batches

    List all batch jobs

  3. 07

    List files

    List uploaded files

  4. 08

    List public models

    Retrieve model details without an API key

Capability set03 / 04

09-12

4 capabilities in this set.

Part of 15 available through Cerebras Inference.

  1. 09

    Cancel batch

    Cancel a batch job

  2. 10

    Create batch

    Create a batch job for asynchronous processing

  3. 11

    Create chat completion

    Generate conversational responses using a structured message format

  4. 12

    Get file

    Retrieve metadata for a specific file

Capability set04 / 04

13-15

3 capabilities in this set.

Part of 15 available through Cerebras Inference.

  1. 13

    Get file content

    Download raw content of a file

  2. 14

    List models

    Lists all currently available models

  3. 15

    Upload file

    Upload a JSONL file for Batch processing

Observed, not estimated

961ms average. Fast in production.

Cerebras Inference is checked daily against the live service.

Daily averagePeak 1301ms
Aug 20Today
Fastest day
744ms
Slowest day
1301ms
14-day trend
Slowing+33%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 15 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Cerebras Inference, so you can see the experience inside your AI.

It does not authenticate your account with Cerebras Inference. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Cerebras Inference Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_xAZFRBg8VLAlPUucEoLSiFDXRg3Jdk9xiofskaFP/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Cerebras Inference capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cerebras-inference-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xAZFRBg8VLAlPUucEoLSiFDXRg3Jdk9xiofskaFP/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Cerebras Inference owners ask.

  • 01

    How do I check which models are available for inference?

    Use the list_models capability. 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.

  • 02

    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.

  • 03

    Does this server support capability calling and structured outputs?

    Yes. The create_chat_completion capability supports capabilities, tool_choice, and response_format parameters, allowing the model to interact with other functions or return valid JSON.

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