• DATA
  • ANALYSIS
  • REPORTS
  • HUMAN

How to retrieve sector benchmarks with your AI

Connect this MCP to your AI client to pull historical baseline data. Once connected, you can pull specific sector benchmarks to compare against your own fund performance.

Ask AI about this page

Short answer

How can I get sector benchmarks for my funds?

Your AI pulls historical baseline data for any sector and year you specify. This lets you normalize fund returns against the broader market. You'll get the specific data points needed for attribution.

Where your data lands

The outcomes of your request

The AI handles the data retrieval and organization, leaving you to focus on the analysis.

DATA

Raw benchmark sets

The AI fetches the specific vintage and sector data you requested. You get clean, historical baselines ready for comparison.

ANALYSIS

Contextualized returns

Your agent compares your fund's performance against the retrieved benchmarks. This highlights where you actually beat the market.

REPORTS

Attribution summaries

The AI organizes the delta between your returns and the sector baseline. These summaries help explain the drivers of your performance.

HUMAN

Final decisions

The AI provides the numbers, but you decide how to interpret the attribution. You use the data to validate your investment thesis.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your chat interface and the historical performance database.

  1. Identify parameters

    Your agent parses your request to find the specific sector and the vintage year you need to investigate.

    get_sector_vintage_benchmark

  2. Fetch benchmarks

    The AI calls the tool to pull the historical baseline data for that sector and year.

    get_sector_vintage_benchmark

  3. Calculate deltas

    The agent compares your provided fund returns against the retrieved sector benchmarks.

    get_sector_vintage_benchmark

  4. Format results

    The AI presents the normalized performance data in a clear format for your review.

    get_sector_vintage_benchmark

Try it

Copy these to start.

Use these prompts to trigger the benchmark retrieval immediately.

Starting points

Swap out the sector names and years to match your specific research needs.

Accelerator Performance Attribution Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9BENOeRex09IbkhdimMO01QOkkhKOIWb7jz51oYw/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 — Accelerator Performance Attribution capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-performance-attribution-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9BENOeRex09IbkhdimMO01QOkkhKOIWb7jz51oYw/mcp"
    }
  }
}
Copy into chat04

  • Get the 2018 benchmark for the Technology sector.

  • Pull the historical baseline for Healthcare from the 2021 vintage.

  • Compare my fund's 12% return against the 2020 Energy sector benchmark.

  • Retrieve the 2015 benchmark for Real Estate to help me normalize these returns.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Accelerator Performance Attribution once, then ask.

One click connects this MCP to your AI client. Your credentials stay encrypted and secure on our side.

Connect Accelerator Performance Attribution to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my existing fund data?

    No. The AI only retrieves benchmark data to provide context; it cannot modify your internal records.

  • 02

    Can I get benchmarks for years not in the database?

    No. The AI can only retrieve data for the specific sectors and vintages available through the tool.

  • 03

    Does the AI perform the final attribution report?

    The AI calculates the deltas and organizes the data, but you are responsible for the final interpretation and reporting.

  • 04

    How does the AI know which sector I want?

    You tell the AI which sector and year you are interested in during your chat.

  • 05

    Do I need to upload my fund returns first?

    Yes, you need to provide your fund's performance data in the chat so the AI can compare it to the retrieved benchmarks.

  • More questions about Accelerator Performance Attribution? The Connector page answers them. See everything the Accelerator Performance Attribution Connector can do

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