giskard09/argentum-core

Overview

ARGENTUM core is a Python framework that implements a karma economy for agents and humans. It provides a system for tracking and exchanging reputation or karma points between participants.

Best for

Best for
Developers experimenting with karma-based reputation systems in agent frameworks

Use cases

• Building reputation systems for multi-agent environments
• Implementing karma-based incentive mechanisms in decentralized apps
• Creating trust metrics for human-agent interactions

How to use

Install

pip install mcp httpx fastapi uvicorn pydantic slowapi python-dotenv

Tools exposed

• submit_action
• attest_action
• get_karma
• get_action_detail
• get_leaderboard
• register_trail
• list_trails
• get_trail
• execute_trail
• rate_trail

Example client config

{\n  "mcpServers": {\n    "argentum": {\n      "url": "https://your-tunnel.trycloudflare.com/sse"\n    }\n  }\n}

Notes

ARGENTUM core is a Python framework that implements a karma economy for agents and humans. It provides a system for tracking and exchanging reputation or karma points between participants.

2 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.

Use cases

• Building reputation systems for multi-agent environments
• Implementing karma-based incentive mechanisms in decentralized apps
• Creating trust metrics for human-agent interactions

Pros

• Novel approach to reputation management
• Lightweight Python implementation
• Open source with permissive license

Cons

• Very early stage with only 2 GitHub stars
• Limited documentation and community support
• Unproven in production environments

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.