martin-loop logo
martin-loop
★ 398
vs
Intercept logo
Intercept
★ 32

martin-loop vs Intercept

martin-loop: MartinLoop is a governance layer for AI coding loops that enforces budget caps, verifier gates, rollback evidence, and audit trails. It prevents unbounded retries by stopping unsafe or uneconomical work before execution, providing visibility and accountability for autonomous coding agents.; Intercept: Intercept is a deterministic enforcement proxy for the Model Context Protocol (MCP). It sits between an AI agent and an MCP server, evaluating every tools/call request against YAML-defined policies. Violating calls are blocked at the transport layer before reaching the upstream server.

01

TL;DR

martin-loop logo
martin-loopSecurity & Safety · ★ 398

Bounding AI agent retry loops with budget and safety constraints

Intercept logo
InterceptSecurity & Safety · ★ 32

Prevent accidental refunds or deletions

02

Side-by-Side Comparison

Field
martin-loop logomartin-loop
Intercept logoIntercept
Category
Security & Safety
Security & Safety
Stars
★ 398
★ 32
License
Apache-2.0
Apache-2.0
Install Command
npm install -g martin-loop
npm install -g @policylayer/intercept
Updated
1d ago
6mo ago
Open Source
Yes
Yes
Tags
agent-runtime, ai-agent-runtime, ai-coding-agents
agent-framework, agentic-ai, agentic-workflow
03

Features

martin-loop logomartin-loop
01Budget governance with hard caps on USD, iterations, and tokens
02Verifier gate that blocks execution unless verification passes
03Failure taxonomy classifying 11 failure classes
04Safety leash evaluating commands, file scope, and secrets before execution
05Rollback evidence capturing state before and after each attempt
Intercept logoIntercept
01Block tool calls
02Validate arguments
03Rate limit
04Track spend
05Hot reload policies
04

Use Cases

martin-loop logomartin-loop
↳Bounding AI agent retry loops with budget and safety constraints
↳Auditing AI coding runs with structured JSONL records
↳Enforcing policy-as-code for autonomous coding agents
Intercept logoIntercept
↳Prevent accidental refunds or deletions
↳Control spending on LLM tool calls
↳Enforce compliance by blocking unauthorized actions
FAQ

FAQ

What is the difference between martin-loop and Intercept?
Both martin-loop and Intercept are in the Security & Safety category. martin-loop has 398 stars, while Intercept has 32 stars.
Which is better, martin-loop or Intercept?
The best choice depends on your use case. Choose martin-loop if Bounding AI agent retry loops with budget and safety constraints, and Intercept if Prevent accidental refunds or deletions.
Is martin-loop free or open source?
Yes, martin-loop is open source on GitHub (Apache-2.0).
Is Intercept free or open source?
Yes, Intercept is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related