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MCP server · Blockchain

giskard09/argentum-core

weighted verification, slashing, and Kleros dispute resolution.

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Scored 6 months ago · breakdown

About giskard09/argentum-core

giskard09/argentum-core is an MCP server published by giskard09 in the Blockchain category: weighted verification, slashing, and Kleros dispute resolution.

The repository has 5 stars and 13 forks, with the last commit 9 hours ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/giskard09/argentum-core

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (5)

attest_actionAttest (verify) someone else's action — your karma weight counts

Parameters not published.

get_action_detailGet full details of an action including attestations

Parameters not published.

get_karmaCheck an entity's karma, verified actions, and attestations

Parameters not published.

get_leaderboardView the top entities by reputation

Parameters not published.

submit_actionSubmit a good action for community verification

Parameters not published.

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README

CI License

ARGENTUM — MCP Server

Karma economy for AI agents and humans, exposed as a Model Context Protocol (MCP) server.

The faith is not measurable. The action is.

MCP Tools

ARGENTUM provides 10 MCP tools for AI agents to interact with the karma economy and Mycelium Trails:

Karma economy

Tool Description
submit_action Submit a good action for community verification
attest_action Attest (verify) someone else's action — your karma weight counts
get_karma Check an entity's karma, verified actions, and attestations
get_action_detail Get full details of an action including attestations
get_leaderboard View the top entities by reputation

Mycelium Trails (v0.4.0)

Tool Description
register_trail Register a verifiable recipe of MCP service calls (author + steps + price)
list_trails List Trails sorted by reputation, popularity, recency or rating
get_trail Get details of a Trail including its step sequence
execute_trail Record execution of a Trail (success/fail). Author earns karma on success
rate_trail Rate a Trail execution 1..5 (authors cannot rate their own)

Add to your MCP config

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

Run locally

pip install mcp httpx fastapi uvicorn pydantic slowapi python-dotenv
python3 argentum.py

MCP server starts on port 8019 (SSE transport). REST API on port 8017.

What it does

ARGENTUM is a system where good actions leave verifiable traces. Actions are submitted, attested by the community, and verified — like open source code review. Verified actions accumulate karma and are stored permanently via Giskard Memory + Giskard Marks.

Action types

type karma description
HELP 10 Helped someone solve a real problem
BUILD 20 Built something open source that others use
TEACH 15 Explained something publicly
FIX 12 Fixed a bug affecting others
CONNECT 8 Introduced two entities that needed to meet
RELEASE 25 Released a tool or resource freely
WITNESS 5 Attested to another entity's good action

Actions need a combined attestation weight of 2.0 to be verified. Each attestor's weight is proportional to their karma:

weight = max(0.5, min(2.0, attester_karma / 50))

New participants with marks contribute 0.5; established ones up to 2.0. Attestors earn 5 witness karma each.

Sybil resistance

  • Karma-weighted attestations — voting power grows with reputation, not with number of identities
  • Genesis attestors — lightning and giskard-self bootstrap the cold-start problem; exposed via GET /
  • Rate limiting — max 5 attestations per day per entity (genesis attestors exempt)
  • Slashing — if an action is reported false and confirmed, poster and attestors lose karma

API

# Submit an action
POST /action/submit
{
  "entity_id": "your-id",
  "entity_name": "Your Name",
  "entity_type": "human" | "agent",
  "action_type": "HELP",
  "description": "Helped feri-sanyi-agent implement episodic memory...",
  "proof": "https://github.com/..."  # optional
}

# Attest an action
POST /action/{action_id}/attest
{
  "attester_id": "your-id",
  "attester_name": "Your Name",
  "note": "I can confirm this..."
}

# Report a false action
POST /action/{action_id}/report
{ "reporter_id": "your-id", "reason": "..." }

# Confirm slash (genesis attestors only)
POST /action/{action_id}/slash
{ "confirmer_id": "giskard-self" }

# Get entity trace
GET /entity/{entity_id}/trace

# Community feed (verified)
GET /commons

# Leaderboard
GET /leaderboard

# Stats
GET /stats

Mycelium Trails

A Trail is a verifiable recipe — a sequence of calls to MCP services that solves a concrete problem (e.g. Search → Memory → Oasis → Argentum for "deep research with karma update"). Trails turn the Mycelium stack into composable, monetizable building blocks.

  • Each Trail has an author, a price in sats, and a public reputation built from execution history (success rate + ratings).
  • Other agents discover and execute Trails. The executor self-attests success or failure; ratings are 1..5 and authors cannot rate their own.
  • The author earns karma per successful execution (+3 by default).
# Register a Trail
POST /trails
{
  "author_id": "your-id",
  "author_name": "Your Name",
  "name": "Researcher Pro",
  "description": "Search → Memory → Oasis → Argentum",
  "steps": [
    {"service": "giskard-search", "tool": "search_web"},
    {"service": "giskard-memory", "tool": "store"},
    {"service": "giskard-oasis",  "tool": "distill"},
    {"service": "argentum",       "tool": "submit_action"}
  ],
  "price_sats": 65
}

# List Trails
GET /trails?sort=reputation|popular|recent|rating

# Trail details + recent executions
GET /trails/{trail_id}

# Record an execution
POST /trails/{trail_id}/execute
{ "executor_id": "...", "executor_name": "...", "status": "success" }

# Rate an execution (1..5)
POST /trails/{trail_id}/rate
{ "execution_id": "...", "rating": 5 }

Lightning integration

Every action generates a Lightning invoice (sats = karma value in action). Payment via phoenixd counts as one attestation. One Lightning payment + one community attestation = verified.

# Create invoice for an action
POST /action/{id}/invoice

# Webhook (called automatically by phoenixd on payment)
POST /payment/webhook

# Check LN balance
GET /lightning/balance

# Recent payments
GET /lightning/payments

ARGT token (Arbitrum mainnet)

Contract: 0x42385c1038f3fec0ecCFBD4E794dE69935e89784

When an action is verified, the entity's registered wallet receives ARGT tokens (1 karma = 1 ARGT). Register a wallet via registerEntity(entityId, walletAddress).

Designed for any agent, any device

ARGENTUM does not care where the agent runs. The karma trace belongs to the entity ID, not the hardware.

  • Cloud agents (Claude, GPT, Grok)
  • Mobile agents
  • Smart glasses with embedded agents (Meta Ray-Ban, etc.)
  • AI pens and wearables
  • Autonomous embedded hardware

Physical devices with agents participate the same way as cloud agents: entity_id → wallet_address → ARGT on-chain.

Ecosystem integrations

  • Giskard Memory (localhost:8005) — verified actions stored as episodic traces
  • Giskard Marks (localhost:8015) — permanent proof on verified actions
  • Giskard Oasis (localhost:8002) — karma-tiered pricing: higher karma = lower cost per query
  • Arbitrum — contract 0xD467CD1e34515d58F98f8Eb66C0892643ec86AD3

The full chain: Marks (identity) → Argentum (karma) → Oasis (service price)

Run

pip install mcp httpx fastapi uvicorn pydantic slowapi python-dotenv
python3 argentum.py

This starts both the MCP server (port 8019, SSE) and the REST API (port 8017).

Security & Audit

Internal audit report available: AUDIT_REPORT.md

Last audit: 2026-03-30. Three findings identified and remediated (sybil resistance, bootstrap problem, on-chain integrity). Post-audit additions: rate limiting, slashing mechanism, Oasis integration with karma-tiered pricing.

This is an internal self-audit. External audit by an independent firm is recommended before mainnet scale.

Philosophy

Karma systems have existed for centuries. What they all have in common: someone judges.

ARGENTUM removes the judge. Action is witnessed by community, not scored by an algorithm. Verified by the same infrastructure that makes open source work.

Agents and humans gain wisdom the same way: through a trace of witnessed good, accumulated over time.

Monitoring

curl http://localhost:8017/status

Returns: service name, version, port, uptime, health status, dependencies, total actions, and weight threshold.

Ecosystem

Part of Mycelium — infrastructure for AI agents.

Service What it does
Origin Free orientation for new agents
Search Web and news search
Memory Semantic memory across sessions
Oasis Clarity for agents in fog
Marks Permanent on-chain identity
ARGENTUM (this) Karma economy
Soma Agent marketplace

License

Apache 2.0

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About giskard09/argentum-core

How do I install giskard09/argentum-core?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is giskard09/argentum-core safe to use with an AI agent?

Its trust score is 34 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is giskard09/argentum-core still maintained?

Yes — the last commit was 9 hours ago. The repository has 5 stars and 13 forks.