AgentIndex icon
AgentIndex
agentpack logo
agentpack
★ 18
vs
zeroshot logo
zeroshot
★ 2.0k

agentpack vs zeroshot

agentpack: Agentpack is a local-first continuity layer for repo-scoped coding work. It stores reviewed task state in a repo-local .agentpack/ directory so that MCP-connected coding agents can continue without rediscovering context or re-reading unchanged sources. It exposes task state through an MCP server, project instructions, CLI commands, and markdown export.; zeroshot: zeroshot is a meta-harness that runs coding agents through a workflow graph you define: coding, independent review and repair loops, with review gates and retry limits enforced by the engine rather than by prompts. Each node can use its own model and harness (Pi, Claude Code, Codex or Copilot), runs locally, self-hosted or on its hosted platform.

01

TL;DR

agentpack logo
agentpackDev Tooling · ★ 18

When coding agents lose continuity across chat sessions or client switches

Read agentpack full review →
zeroshot logo
zeroshotDev Tooling · ★ 2.0k

Enforcing code review before agent work is accepted

Read zeroshot full review →
02

Side-by-Side Comparison

Field
agentpack logoagentpack
zeroshot logozeroshot
Category
Dev Tooling
Dev Tooling
Stars
★ 18
★ 2.0k
License
MIT
MIT
Install Command
npm install -g agentpack-cli
—
Updated
3d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-state, ai-agents, claude-code
coding-agents, review-loop, workflow-graph
03

Features

agentpack logoagentpack
01Local task ledger in .agentpack/ directory
02MCP server for coding-agent clients
03Project instructions for Codex, Claude Code, Cursor, Claude Desktop
04CLI commands for setup, inspection, and debugging
05Compressed resume context under token budgets
zeroshot logozeroshot
01Workflow graphs with enforced review gates and retry limits
02Mix Pi, Claude Code, Codex and Copilot harnesses per agent
03Reuses existing harness logins including subscriptions
04Native binaries for Linux, macOS and Windows via npm
05Local, Docker self-hosted or hosted platform runs
04

Use Cases

agentpack logoagentpack
↳When coding agents lose continuity across chat sessions or client switches
↳When moving or copying a project folder and keeping task state intact
↳When returning to a refactor or bugfix after a gap
zeroshot logozeroshot
↳Enforcing code review before agent work is accepted
↳Pairing a cheaper coding model with a stronger reviewer
↳Automating fix-review-repair loops on small issues
FAQ

FAQ

What is the difference between agentpack and zeroshot?
Both agentpack and zeroshot are in the Dev Tooling category. agentpack has 18 stars, while zeroshot has 2.0k stars.
Which is better, agentpack or zeroshot?
The best choice depends on your use case. Choose agentpack if When coding agents lose continuity across chat sessions or client switches, and zeroshot if Enforcing code review before agent work is accepted.
Is agentpack free or open source?
Yes, agentpack is open source on GitHub (MIT).
Is zeroshot free or open source?
Yes, zeroshot is open source on GitHub (MIT).
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

Alternatives to agentpack →Alternatives to zeroshot →agentpack details →zeroshot details →