Engine

io.github.cicicalexPublished by GitHub account cicicalexv4.2.1Updated Oct 26, 2026

AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 categories.

VerifiedSTDIODesktop onlyData & AnalyticsAI & ML

Overview

AI-generated overview

Local MCP server exposing a hosted AIN bias and stability engine with 68 tools across 11 categories, including AI-evaluation tools.

What you can do
  • Run bias and stability scoring through the hosted AIN engine, spanning finance, gaming, AI and crypto use cases
  • Evaluate text with AI-eval tools such as consistency tests and sycophancy scoring
  • Control whether the AIN score is hidden from the model or exposed, via the mode setting
  • Point the client at a custom engine base URL
When to use it
When you want an assistant to score text or decisions for bias and stability using the AIN engine, including AI-evaluation checks like consistency and sycophancy scoring, rather than doing the analysis itself.
Requirements
Runs as a local stdio process installed from the npm package zpl-engine-mcp (Node.js). Requires a ZPL_API_KEY user key from the provider's dashboard; service keys are rejected. ANTHROPIC_API_KEY is needed only for the AI-eval tools. ZPL_ENGINE_URL is optional and defaults to the hosted engine, so network access is required.
Before you install
Two secrets are involved: ZPL_API_KEY is required and ANTHROPIC_API_KEY is used for the AI-eval tools, which are capped at 100 Claude calls per process. Text you evaluate is sent to the hosted engine at the configured base URL, so avoid confidential material. The default pure mode hides the AIN score from the model; coach mode exposes it.

Installation

In SourceWeft

  1. Open Engine in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v4.2.1LatestSep 16, 2026

Score

25% of the applicable checks met

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  • Reached in the last 30 days25 pts

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  • Auth declared10 pts

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  • Tools listed15 pts

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  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

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  • License10 pts

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