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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use papaparse with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Parse massive CSV exports from brokers like DEGIRO or XTB instantly. Streams financial data locally to prevent AI crashes, returning clean column schemas and sa

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 · 1 capability

The complete papaparse capability set.

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

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through papaparse.

  1. 01

    Parse portfolio csv

    Provide the absolute file path. Parse massive CSV exports from brokers (DEGIRO, XTB, Trading212) locally. Streams the file to prevent RAM crashes and returns column schemas and sample data

Observed, not estimated

800ms average. Fast in production.

papaparse is checked daily against the live service.

Daily averagePeak 985ms
Aug 20Today
Fastest day
679ms
Slowest day
985ms
14-day trend
Slowing+7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 papaparse, so you can see the experience inside your AI.

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

papaparse Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_UXTNF7rAXxtPhyKSsuqvjd7wl2jy9r8H1MHscdNL/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 — papaparse capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "portfolio-csv-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UXTNF7rAXxtPhyKSsuqvjd7wl2jy9r8H1MHscdNL/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 papaparse owners ask.

  • 01

    Will it send my entire trading history to the AI?

    No! To protect your privacy and prevent context crashes, it only sends the column headers (the schema), the total row count, and a tiny 20-row sample to the AI.

  • 02

    What brokers does this work with?

    It works with ANY standard CSV file. Whether it's from DEGIRO, Interactive Brokers, Robinhood, or Trading212, this engine will parse the schema dynamically.

  • 03

    Can it calculate live market P&L?

    This specific capability focuses purely on parsing the historical CSV data local. For live market prices, a separate API MCP (like Yahoo Finance) would be needed.

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