How to Use the Writer (AI Enterprise LLM) MCP in Windsurf

Q: Can Writer (AI Enterprise LLM) help me translate text when using Windsurf?

Yeah, absolutely. You just use the translatetext tool. It handles translating content between supported languages directly in your workflow.

Q: How do I check available models with Writer (AI Enterprise LLM) in Windsurf?

You just call the listmodels tool. That gives you a list of every writer model that your AI client can connect to for generation tasks.

Writer (AI Enterprise LLM) MCP Server: Autonomous multi-step actions for Windsurf.

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Connect Writer (AI Enterprise LLM) MCP to Windsurf

Create your Vinkius account to connect Writer (AI Enterprise LLM) to Windsurf and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Writer (AI Enterprise LLM) with Windsurf

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Perplexity

Building Complex RAG Chains with the Writer (AI Enterprise LLM) MCP Server

Need to answer a question based on proprietary data? You can run complex Retrieval Augmented Generation (RAG) queries by first uploading source material using `upload_file` and then building or referencing specific Knowledge Graphs via `create_graph`. After that, just fire off the query with `ask_question` to get results against those defined graphs.

Automated Content Generation for Windsurf

Sometimes you don't need a prompt; you need an entire application. Writer exposes no-code agents through tools like `generate_application_content` and the async version, `generate_application_content_async`. This lets Cascade handle multi-step content creation without you writing boiler-plate code.

Managing Enterprise Assets with Windsurf

Keeping track of files is a pain. Write to the graph using `add_file_to_graph` and keep an inventory by listing everything via `list_files`. You can also get metadata on any file using `get_file`, which keeps your context clean when Cascade runs.

Setup guide

Set up Writer (AI Enterprise LLM) MCP in Windsurf

Prerequisites

Windsurf IDE installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Click the Cascade assistant icon in the sidebar, then click the hammer icon (🔨) at the top of the panel. Select "Configure" to open ~/.codeium/windsurf/mcp_config.json.
2

Add the Writer (AI Enterprise LLM) MCP

Paste the JSON snippet shown on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Refresh MCPs

Go back to the hammer icon (🔨) in Cascade and click "Refresh". Windsurf will detect the new server. No full restart is needed — the connection is hot-reloaded.
4

Verify in Cascade

Start a new Cascade conversation and ask something like "Show my Writer (AI Enterprise LLM) payment history." If connected, Cascade will call the Writer (AI Enterprise LLM) tools directly. You will see a green dot next to the server name in the MCP panel.

mcp_config.json

{
  "mcpServers": {
    "writer-ai-enterprise-llm-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Common questions about Writer (AI Enterprise LLM) MCP in Windsurf

It’s straightforward. You upload the documents first, then you tell your AI client exactly what to look for. The `ask_question` tool handles the graph querying and pulls the answer back so Windsurf can present it.

Yeah, absolutely. You just use the `translate_text` tool. It handles translating content between supported languages directly in your workflow.

The server touches uploaded files and Knowledge Graphs. Because it’s running on Vinkius, you maintain control over the endpoint token used by your AI client.

It generates pretty much anything—from simple text completions via `text_completion` to whole chunks of application-level code or structured output via no-code agents.

You just call the `list_models` tool. That gives you a list of every writer model that your AI client can connect to for generation tasks.

Use it with your favorite AI tools

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