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tb8412/qae-claude-mcp-example

Score: 51.2 Rank #64

MCP server for QAE safety certification — gives Claude deterministic safety evaluation for autonomous actions

Overview

tb8412/qae-claude-mcp-example is a Python MCP server. MCP server for QAE safety certification — gives Claude deterministic safety evaluation for autonomous actions Topics: autonomous-agents, certification, claude, mcp, model-context-protocol, qae, safety, ai-safety, claude-ai, deterministic, mcp-server, python, risk-management.

Ranked #64 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python NOASSERTION
autonomous-agentscertificationclaudemcpmodel-context-protocolqaesafetyai-safetyclaude-aideterministicmcp-serverpythonrisk-management

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description Good
License NOASSERTION

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

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License low impact

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Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

From the README

# QAE Safety Certification — Claude MCP Server

An MCP (Model Context Protocol) server that gives Claude access to deterministic safety certification for autonomous actions. Built on the QAE safety kernel, this server enables Claude to evaluate the safety profile of proposed actions across multiple constraint dimensions (scope, reversibility, sensitivity) before execution.

## Architecture

```
Claude Desktop / IDE
         ↓
    MCP Client
         ↓
    MCP Protocol
         ↓
QAE-Claude-MCP-Server
         ↓
    Python MCP SDK
         ↓
  qae_safety Package (PyO3 bindings to Rust kernel)
         ↓
QAE Safety Certification Engine
         ↓
SafetyCertificate (Certified / Warning / Escalate / Blocked)
```

## Quick Start

### 1. Install the Package

```bash
pip install -e .
```

This installs the MCP server and its dependencies (`qae-safety`, `mcp`). The `qae-safety` package is the production PyO3 binding to the Rust QAE safety kernel, available on PyPI. Requires Python 3.9+.

### 2
Read full README on GitHub →
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