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tool-eval

github.com·Infrastructure

tool-eval is a command-line framework for evaluating the tool usage of AI agents. It provides researchers and developers with tools to analyze and benchmark agent interactions with external tools.

Open SourceMITCLI
Ttool-eval preview
Visit github.com↗

Overview

4 features

In the LLM eval & observability space, tool-eval takes a focused approach. It enables researchers to evaluate and analyze how AI agents use tools in various scenarios. tool-eval is an open-source project aimed at AI researchers and developers. The project is open source (MIT). It ships for the command line.

It is developed by skwallace36, and it first shipped in 2026. Among its 4 catalogued features are AI agent evaluation, tool use analysis, and CLI interface.

Summary written by a language model from the project’s public pages.

  • ✓AI agent evaluation
  • ✓Tool use analysis
  • ✓CLI interface
  • ✓Open source
Tags
agent-evaluationtool-use-analysisai-framework

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed27 Jun · 09:29 UTC
    Listing verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about tool-eval

What is tool-eval?
Tool-eval enables researchers to evaluate and analyze how AI agents use tools in various scenarios. It is catalogued under LLM eval & observability on PulseGate.
Who should use tool-eval?
tool-eval is an open-source project built for AI researchers and developers.
Is tool-eval free?
Yes — tool-eval is open source under the MIT license and free to use.
What platforms does tool-eval run on?
tool-eval runs on the command line.
Is tool-eval still maintained?
Activity appears to have slowed — PulseGate's most recent liveness signals classify this listing as stale.
What projects are similar to tool-eval?
Similar projects tracked by PulseGate include agent-eval, trace-eval, and evalite.agent-evaltrace-evalevalite
Who makes tool-eval?
tool-eval is developed by skwallace36.
When did tool-eval launch?
tool-eval first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
Activity
🟡 Stale
Built for
AI researchers and developers
Model
Open source
Solves
Enables researchers to evaluate and analyze how AI agents use tools in various scenarios.

Registered as

GitHub
skwallace36/tool-eval
PyPI
tool-eval

Developer

skwallace36
↗ GitHub

Open source

View on GitHub →

Index record

Identity confidence
Low · 64
Indexed
27 Jun 2026
Lifecycle
Dead
Activity
Stale
Last seen
27 Jun 2026
Identity audit (12)
Slug
tool-eval-pypi-org
Lifecycle last checked
17 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
27 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 a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Canonical URL
https://github.com/skwallace36/tool-eval

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