AlgoDocs MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect AlgoDocs through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install AlgoDocs and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"algodocs": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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 AlgoDocs MCP Server
Connect your AlgoDocs account to your AI agent to unlock professional automated document extraction. From automatically parsing invoices, receipts, and complex tables to auditing extraction models (extractors) and managing folder hierarchies, your agent handles your data ingestion pipeline through natural conversation.
Windsurf's Cascade agent chains multiple AlgoDocs tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Document Ingestion — Upload and parse documents from public URLs or Base64 strings for high-accuracy JSON extraction
- Extractor Oversight — List and retrieve details for your AI extractors to ensure the correct rulesets are applied to your docs
- Data Auditing — Retrieve structured JSON results for individual documents or list extracted data in bulk for entire extractors
- Folder Management — List and audit your folder hierarchy to organize your document processing projects
- Usage Monitoring — Quickly retrieve account details and API usage statistics directly from your chat interface
The AlgoDocs MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect AlgoDocs to Windsurf via MCP
Follow these steps to integrate the AlgoDocs MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using AlgoDocs
Open Cascade and ask: "Using AlgoDocs, help me...". 10 tools available
Why Use Windsurf with the AlgoDocs MCP Server
Windsurf provides unique advantages when paired with AlgoDocs through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
AlgoDocs + Windsurf Use Cases
Practical scenarios where Windsurf combined with the AlgoDocs MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from AlgoDocs and generate models, types, or handlers based on real API responses
Live debugging: query AlgoDocs tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from AlgoDocs and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine AlgoDocs data with Cascade's code generation to scaffold entire features in minutes
AlgoDocs MCP Tools for Windsurf (10)
These 10 tools become available when you connect AlgoDocs to Windsurf via MCP:
get_api_usage
Get usage stats
get_document_data
Get parsed data
get_document_status
Check processing status
get_folder_details
Get folder metadata
get_my_account
Check account status
list_extractor_data
Bulk extraction results
list_extractors
List AI extractors
list_folders
List storage folders
list_recent_documents
List latest parsed docs
upload_document_from_url
Parse document from URL
Example Prompts for AlgoDocs in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with AlgoDocs immediately.
"List all extractors in my AlgoDocs account."
"Parse this invoice URL: https://example.com/inv.pdf using extractor ID 'ext_123'."
"Show the extracted data for document ID 'doc_98765'."
Troubleshooting AlgoDocs MCP Server with Windsurf
Common issues when connecting AlgoDocs to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
AlgoDocs + Windsurf FAQ
Common questions about integrating AlgoDocs MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect AlgoDocs with your favorite client
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Connect AlgoDocs to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.