MartinLoop MCP¶

Category: Developer Tools / AI Governance / Safety
Transport: Local stdio (npx)
Auth: None (local)
Repository: https://github.com/Keesan12/martin-loop
npm: @martinloop/mcp
License: Apache-2.0

What It Does for Operators¶

MartinLoop MCP enforces governed AI coding-agent runs with hard budgets, verifier gates, failure triage, and inspectable receipts. For business operators running autonomous AI agents, this solves the critical problem of surprise costs and uncontrolled agent behavior - it enforces per-session spend caps, loop detection, and safety gates so agents can run autonomously without exceeding budgets or causing unexpected damage.

Installation¶

npx -y @martinloop/mcp

Claude Desktop / Hermes Config¶

{
  "mcpServers": {
    "martinloop": {
      "command": "npx",
      "args": ["-y", "@martinloop/mcp"],
      "env": {
        "BUDGET_CAP": "50.00",
        "MAX_LOOP_ITERATIONS": "100"
      }
    }
  }
}

Key Tools¶

Tool	Description
Budget enforcement	Hard per-session spend caps for AI agent runs
Verifier gates	Safety checks before code execution
Loop detection	Prevents infinite loops in autonomous agents
Failure triage	Structured error handling and recovery
Inspectable receipts	Audit trail of all agent actions

Operator Use Cases¶

Cost-controlled agent runs - Set hard budgets per session to prevent API cost overruns
Production agent safety - Run autonomous coding agents with guardrails in production environments
Compliance auditing - Generate inspectable receipts for all agent actions (SOC 2, ISO compliance)
Agent fleet management - Govern multiple AI agents with consistent safety policies
Development workflow safety - Prevent junior dev agents from making destructive changes without review

CorpusIQ Angle¶

MartinLoop aligns with CorpusIQ's governance-first approach to business operations. Operators using CorpusIQ could integrate MartinLoop to add a governance layer to their AI agent workflows - particularly valuable for enterprises concerned about autonomous agent spend and compliance. The inspectable receipts feature maps directly to audit requirements that CorpusIQ operators face.

Limitations¶

Local stdio only (no remote transport) - requires local agent runtime
New project (July 2026), limited adoption
Single-developer project (Keesan12) - bus factor risk
Budget enforcement relies on accurate cost estimation from upstream providers