PulseGatePost-LLM software, agents & workflows market (since 2022)
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Last update

 

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7-day average

Indexed today: 481

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agentmirror
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agentmirror

pypi.org·Infrastructure

agentmirror is an open-source CLI tool designed for evaluating multi-agent AI systems in production environments where ground truth data is unavailable. It provides consistency checks and evaluation metrics for agentic workflows, supporting AI researchers and developers.

Open SourceMIT
CLI
A
Visit PyPI↗

Overview

5 features
  • ✓Production evaluation
  • ✓Multi-agent support
  • ✓No ground truth required
  • ✓Consistency checks
  • ✓CLI interface

Tags

multi-agent-evaluationai-consistencyproduction-evals

AI capabilities

StructuredWeights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier

Recent events

Latest indexed changes and source events

  1. IndexedJun 29, 11:44 AM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
Apr 23, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI researchers and developers
Model
Open source
Solves
Evaluating the performance and consistency of multi-agent AI systems in production without requiring ground truth data.

Developer

Naureenfathima

PulseGate index

Confidence
Low · 64
Indexed
Jun 29, 2026
Lifecycle
Alive
Activity
Active
First seen
Apr 2026
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqz5ic0n06jl4s10t1zrfnww
Slug
agentmirror-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 29, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 29, 2026
Canonical URL
https://pypi.org/project/agentmirror

Similar apps

Other apps tracked under the same category.

  • agent-probe-ai
    pypi.org
  • agentbench-cli
    pypi.org
  • agent-eval
    pypi.org
  • air-agent
    github.com
  • agentsmd
    pypi.org
  • agentsec-eval
    github.com

See 8 alternatives to agentmirror