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GenPark Reservoir Sampling Stream Auditor

Official registry Security

O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and h

Source code Website Documentation

What can you do with GenPark Reservoir Sampling Stream Auditor?

  • 100% Python Standard Library: Zero external pip dependencies. Completely self-contained and portable.
  • Enterprise Grade: Designed for mission-critical AI Agent workflows and LLM tool calling.
  • Dual MCP Protocol Compliance: Native Model Context Protocol (MCP) server implementation.
  • Microsecond Latency: Pure in-memory deterministic algorithms.

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

MCPB package https://github.com/Alpha-Park/genpark-reservoir-sampling-stream-auditor-skill/releases/download/v1.0.1/genpark-reservoir-sampling-stream-auditor-skill-v1.0.1.mcpb

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. GenPark Reservoir Sampling Stream Auditor
  2. Features
  3. Installation & Usage
  4. Community & Verification

GenPark Reservoir Sampling Stream Auditor

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O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and high-volume token streams.

Features

  • 100% Python Standard Library: Zero external pip dependencies. Completely self-contained and portable.
  • Enterprise Grade: Designed for mission-critical AI Agent workflows and LLM tool calling.
  • Dual MCP Protocol Compliance: Native Model Context Protocol (MCP) server implementation.
  • Microsecond Latency: Pure in-memory deterministic algorithms.

Installation & Usage

As a Python Module
from client import *
Run MCP Server
python mcp_server.py

Community & Verification

Frequently asked questions

What is GenPark Reservoir Sampling Stream Auditor?

O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and h

How do I install GenPark Reservoir Sampling Stream Auditor?

Follow the installation steps in its documentation, shown on this page and in its repository.

Does GenPark Reservoir Sampling Stream Auditor need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is GenPark Reservoir Sampling Stream Auditor open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains GenPark Reservoir Sampling Stream Auditor?

It is published by alphaparkinc. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.