Who should use agent-belt?

agent-belt is an open-source project built for AI agent developers and researchers.

Does agent-belt have a free plan?

Yes — agent-belt is open source under the Apache-2.0 license and free to use.

What platforms does agent-belt run on?

agent-belt runs on the web and the command line.

Is agent-belt still maintained?

The GitHub repository shows 8 commits in the last 90 days.

What are alternatives to agent-belt?

Similar projects tracked by PulseGate include agentkit-cli, agentbench-cli, and agentanvil.

Who develops agent-belt?

agent-belt is developed by jfrog.

When did agent-belt launch?

agent-belt first shipped in 2026.

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agent-belt

Name: agent-belt
Author: jfrog

github.comInfrastructure

Evaluation harness for real headless CLI agents - reproducible multi-turn scenarios, rule + LLM scoring, cross-agent comparison

Open SourceApache-2.0WebCLI

Visit github.com

16stars

1fork

4features

2026since

Overview

4 features

agent-belt sits in PulseGate's LLM eval & observability category. It focuses on benchmarking and evaluating headless CLI agents in reproducible scenarios. It is built as an open-source project for AI agent developers and researchers. agent-belt is open source under the Apache-2.0 license. It ships for the web and the command line.

It is developed by jfrog, and it first shipped in 2026. The project is developed in the open on GitHub with 16 stars and 8 commits in the last 90 days. Among its 4 catalogued features are agent benchmarking, multi-turn scenario evaluation, and rule and LLM scoring.

Agent benchmarking
Multi-turn scenario evaluation
Rule and LLM scoring
Cross-agent comparison

Built with & integrations

Runs on

BrowserCLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 16Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed15 Jun · 21:18 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about agent-belt

What does agent-belt do?: Agent-belt focuses on benchmarking and evaluating headless CLI agents in reproducible scenarios. It is catalogued under LLM eval & observability on PulseGate.
Who should use agent-belt?: agent-belt is an open-source project built for AI agent developers and researchers.
Does agent-belt have a free plan?: Yes — agent-belt is open source under the Apache-2.0 license and free to use.
What platforms does agent-belt run on?: agent-belt runs on the web and the command line.
Is agent-belt still maintained?: The GitHub repository shows 8 commits in the last 90 days.
What are alternatives to agent-belt?: Similar projects tracked by PulseGate include agentkit-cli, agentbench-cli, and agentanvil.agentkit-cli agentbench-cli agentanvil
Who develops agent-belt?: agent-belt is developed by jfrog.
When did agent-belt launch?: agent-belt first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 16
License: Apache-2.0
Built for: AI agent developers and researchers
Model: Open source
Solves: Benchmarking and evaluating headless CLI agents in reproducible scenarios.

Registered as

GitHub: jfrog/agent-belt
PyPI: agent-belt

Developer

jfrog

Small team

GitHub

Open source

View on GitHub

Stars: 16
Forks: 1
Open issues: 2
Last commit: 8 Jun 2026
Commits 90d: 8
Contributors: 3
Authorship: Small team
Default branch: main
Latest release: v0.2.0 · 8 Jun 2026

Index record

Identity confidence: Medium · 77.4
Indexed: 15 Jun 2026
Lifecycle: Alive
Last seen: 15 Jun 2026

Identity audit (12)

Slug: agent-belt-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 15 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by the 2026 taxonomy migration.
Summary from: Taken from the package registry entry.
Languages from: Detected by a language model from page content.
Canonical URL: https://github.com/jfrog/agent-belt

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