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jamjet
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jamjet

Active·★ 12·Apache-2.0·Updated 2026-05-28
★ Trending★ Workflow Automation★ Multi-Agent

The open-source safety layer for AI agents — block unsafe tool calls, require approval, enforce budgets, audit, replay.

JamJet is an action-control plane for AI agents that enforces safety policy across hooks, guardrails, MCP gateways, SDKs, and custom runtimes. It blocks unsafe tool calls, requires human approval for risky actions, caps costs, and provides a durable audit trail. One policy file works everywhere, supporting frameworks like Claude Code, OpenAI Agents SDK, LangChain, and more.

#a2a#agent-memory#agent-safety#agentic-ai#ai-agents#ai-governance#ai-safety#approval-workflows
$ Install
$ pip install jamjet
↗ Visit site★ GitHub
01

Features

01Block unsafe tool calls at runtime (e.g., database deletes, payments)
02Pause for human approval on risky actions with durable execution
03Cap cost per agent, per run, per project
04Record an append-only audit trail for regulatory review
05Replay or resume crashed runs from the last checkpoint
02

Compatibility

Claude Code
Claude Code Hook
Verified via docs
MCP Client
MCP Shim
Verified via docs
OpenAI Agents SDK (TS)
Tool Guardrail (TS)
Verified via docs
OpenAI Agents SDK (Python)
Tool Guardrail (Python)
Verified via docs
Python SDK
Python SDK + Runtime
Verified via docs
TypeScript SDK
TypeScript SDK + Engine
Verified via docs
03

Quick start

1
$ pip install jamjet
04

Use cases

↳Calling MCP servers or arbitrary tools
↳Writing to a database
↳Sending emails or Slack messages
05

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Related searches

jamjet AlternativesBest Memory & Context Tools 2026Open Source Memory & Contextjamjet Tutorialjamjet Vs Competitorsa2aagent-memoryagent-safety

Comments

Log in to leave a comment
  • S
    Sage MartinezMay 6, 2026

    Approval requirements for sensitive operations prevent unintended consequences.

  • S
    Skyler ZhangMay 1, 2026

    Good for production agent deployments where safety guardrails are required.

  • J
    Justice HarrisApr 5, 2026

    Works as a transparent layer that doesn't require agent code changes.

  • Sterling Rivera
    Sterling RiveraMar 9, 2026

    Open-source safety layer for AI agents — block unsafe tool calls, require approvals.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 12
Last commit2d ago
StatusActive
LicenseApache-2.0
CategoryMemory & Context
Trend (30d)
+0.4↑ 0.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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