How to Use the AlgoDocs MCP in Windsurf

Pull parsed document data directly into your Windsurf workspace and let Cascade handle the extraction logic.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect AlgoDocs MCP to Windsurf

Create your Vinkius account to connect AlgoDocs 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.

GDPR Free for Subscribers

Setup AlgoDocs with Windsurf

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Automate document parsing in Windsurf

Cascade reads your requirements and calls `upload_document_from_url` to get the parsing started immediately. You don't have to leave the editor to trigger extraction jobs. Once the document is processed, Cascade uses `get_document_data` to bring the text right into your active file. It treats your PDFs as code context.

Monitor extraction status with this MCP Server

Keep tabs on your pipeline by calling `get_document_status` within your Windsurf chat. The agent checks if the file is ready for consumption without manual polling. If you need to verify the source, `list_recent_documents` provides a snapshot of what just finished. It keeps your context window clean.

Manage your storage folders inside Windsurf

Organize your workflow by using `list_folders` to see exactly where your assets live. You can pull metadata with `get_folder_details` to verify file paths before processing. This MCP Server lets you switch folders on the fly. Cascade handles the heavy lifting of mapping your directory structure.

Setup guide

Set up AlgoDocs 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 AlgoDocs 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 AlgoDocs payment history." If connected, Cascade will call the AlgoDocs tools directly. You will see a green dot next to the server name in the MCP panel.

mcp_config.json

{
  "mcpServers": {
    "algodocs-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by AlgoDocs. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect AlgoDocs now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about AlgoDocs MCP in Windsurf

Open your Windsurf settings and locate the MCP Servers menu. Paste the server endpoint into the config file to let Cascade discover the tools.

Yes, just ask Cascade to run the extraction and retrieve the output. It maps the tool results directly to your open project files.

You can trigger bulk operations using the provided list tools. Cascade will iterate through the data returned by the server to build your reports.

It doesn't store anything locally. It queries the server directly using `get_api_usage` so you always see live billing and quota metrics.

The server transmits your PDF and image data over encrypted channels only. Your raw files stay on the provider's infrastructure and are never cached by the editor.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript