Feature Store Lite

Name: Feature Store Lite
Availability: InStock
Author: slavadubrov

Supports UI

by slavadubrov

Lightweight ML feature store for storing and retrieving machine learning features via MCP.

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Works in:claude

Exposes:Tools

View on GitHub

What it does

Provides a specialized interface for ML engineers to manage machine learning features. It allows the AI to store, retrieve, and list feature sets, bridging the gap between feature engineering and LLM-driven analysis.

Tools

store_feature: Saves a new feature set to the store.
retrieve_feature: Fetches specific feature values for a given entity.
list_features: Enumerates all available features in the store.

Installation

{
  "mcpServers": {
    "featurestore": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "mcp",
        "run",
        "/path/to/featurestore_server.py"
      ]
    }
  }
}

Supported hosts

Claude Desktop

Quick install

git clone https://github.com/slavadubrov/mcp-featurestore && cd mcp-featurestore && uv sync

Information

Pricing: free
Published: 5/9/2026
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Related Apps

Choose your AI client and follow the steps below.

Claude Desktop

{
  "mcpServers": {
    "featurestore": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "mcp",
        "run",
        "/path/to/featurestore_server.py"
      ]
    }
  }
}