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monocle-test-tools
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M

monocle-test-tools

github.com·Infrastructure

Testing and validation framework for monocle AI agent tracing

Open SourceApache-2.0
WebCLISelf-hosted
M
monocle-test-tools preview
Visit github.com↗
⭐238
stars
🍴38
forks
✓5
features
📅2024
since

Overview

5 features

monocle-test-tools sits in PulseGate's LLM eval & observability category. Enabling developers to test and validate the behavior of AI agents with traceability and reproducibility. monocle-test-tools is an open-source project aimed at AI developers and researchers. The project is open source (Apache-2.0). The product ships for the web and the command line, and it can be self-hosted.

monocle2ai builds and maintains monocle-test-tools, and the product first shipped in 2024. The project is developed in the open on GitHub with 238 stars and 101 commits in the last 90 days. Across PulseGate's embedding index, monocle-test-tools has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are agent tracing, validation framework, and testing tools.

  • ✓Agent tracing
  • ✓Validation framework
  • ✓Testing tools
  • ✓Open source
  • ✓CLI interface

Tags

agent-tracingai-testingvalidation-frameworkcli-tool

AI capabilities

Weights: Open

Built with & integrations

AI providers
mistral
Runs on
BrowserCLISelf-hosted

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ GitHub · ★ 238✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 16, 2:34 AM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about monocle-test-tools

What is monocle-test-tools?
Enabling developers to test and validate the behavior of AI agents with traceability and reproducibility. It is catalogued under LLM eval & observability on PulseGate.
Who should use monocle-test-tools?
monocle-test-tools is an open-source project built for AI developers and researchers.
Does monocle-test-tools have a free plan?
Yes — monocle-test-tools is open source under the Apache-2.0 license and free to use.
What platforms does monocle-test-tools run on?
monocle-test-tools runs on the web and the command line. It can also be self-hosted.
Is monocle-test-tools still active?
PulseGate's automated liveness checks currently classify monocle-test-tools as active. The GitHub repository shows 101 commits in the last 90 days.
What tools are similar to monocle-test-tools?
Similar tools tracked by PulseGate include dotagent-toolkit, monkeyble, and agent-eval.dotagent-toolkitmonkeybleagent-eval
Who develops monocle-test-tools?
monocle-test-tools is developed by monocle2ai.
How long has monocle-test-tools been around?
monocle-test-tools first shipped in 2024.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 238
License
Apache-2.0
First seen
Jul 10, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
AI developers and researchers
Model
Open source
Solves
Enabling developers to test and validate the behavior of AI agents with traceability and reproducibility.

Developer

monocle2ai
Community-driven
↗ GitHub

Open source

View on GitHub →
⭐ Stars
238
🍴 Forks
38
Open issues
60
Last commit
4w ago
Commits 90d
101
Contributors
28
Authorship
Community-driven
Default branch
main
Latest release
v0.8.4 · 1mo ago

PulseGate index

Confidence
Medium · 77
Indexed
Jun 16, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2024
Last seen
4w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqg15ic303aygynzii7dyf6o
Slug
monocle-test-tools-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 16, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 5, 2026
Canonical URL
https://github.com/monocle2ai/monocle

Similar apps

Other apps tracked under the same category.

  • dotagent-toolkit
    pypi.org
  • monkeyble
    github.com
  • agent-eval
    pypi.org
  • stuntdouble
    github.com
  • tool-eval
    github.com
  • playagent
    github.com