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ActTrace

goww7/acttrace

If you're shipping AI features and need to stay on the right side of the EU AI Act, this server gives you deterministic risk classification and ready-to-ship Article 50 transparency notices. It exposes two MCP tools: acttrace_classify runs your feature description through the risk engine and tells you whether it's minimal, limited, high, or out of scope, while acttrace_generate_transparency_notice drafts the legally required disclosure text for chatbots or other user-facing AI. The whole thing runs locally via uvx with no API key for the MCP path, or you can hit the REST endpoints if you want metered access. Scoped to non-financial SaaS, so banking and credit scoring are explicitly out. Not legal advice, but a solid starting point for compliance documentation.

GitHub stars
1
tools
2
transport
STDIO
last updated
May 16, 2026

Tools

2 tools

Public tool metadata for what this MCP can expose to an agent.

acttrace_classifyClassifies an AI feature under the EU AI Act with a deterministic rules engine.

Classifies an AI feature under the EU AI Act with a deterministic rules engine.

No parameter schema in public metadata yet.

acttrace_generate_transparency_noticeGenerates an Article 50 transparency notice for an AI system.

Generates an Article 50 transparency notice for an AI system.

No parameter schema in public metadata yet.

Sponsors

Readme

ActTrace

A developer-facing EU AI Act compliance API for non-financial SaaS and technology companies. ActTrace gives an engineering team three things, self-serve, over an API or via MCP:

  1. A deterministic risk classification of an AI feature under the EU AI Act.
  2. A ready-to-ship Article 50 transparency notice.
  3. A free diagnostic as the public entry point.

Not legal advice. ActTrace provides operational compliance workflow support and documentation drafts. It does not provide legal advice, does not certify compliance, and does not replace review by qualified counsel. Every response carries this disclaimer.

ActTrace is scoped for non-financial companies. Financial-services use cases (banking, trading, portfolio/investment advice, credit scoring, …) are deliberately classified out_of_scope_financial_services.

Install — Claude Code plugin / MCP server

ActTrace ships as a Claude Code plugin: an acttrace skill plus a local MCP server. The MCP server runs via uvx — a deterministic rules engine, offline, no API key.


View the full README on GitHub

Details

Repository
github.com/goww7/acttrace
Website
github.com/goww7/acttrace
Package
acttrace-mcp
Transport
STDIO
Registry
MCP registry, active

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