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harbor-atif2otel

PyPI·Infrastructure

harbor-atif2otel is an open-source CLI tool that converts ATIF agent trajectory data into OpenTelemetry protobuf spans. It features pluggable uploaders for flexible integration into observability pipelines, making it useful for developers working with agent-based systems and telemetry data. Licensed under Apache-2.0.

Open SourceApache-2.0
CLISelf-hosted
H
Visit PyPI↗
⭐3.2k
stars
🍴1.3k
forks
✓5
features
📅2025
since

Overview

5 features

In the Other dev tools space, harbor-atif2otel takes a focused approach. It focuses on translating agent trajectory data from ATIF format into OpenTelemetry spans for observability and monitoring. harbor-atif2otel is an open-source project aimed at developers. The project is open source (Apache-2.0). harbor-atif2otel is available on the command line, and it can be self-hosted.

harbor-framework builds and maintains harbor-atif2otel, and the product first shipped in 2025. The project is developed in the open on GitHub with 3.2k stars and 535 commits in the last 90 days. Among its 5 catalogued features are ATIF to OpenTelemetry, protobuf span conversion, and pluggable uploaders.

  • ✓ATIF to OpenTelemetry
  • ✓Protobuf span conversion
  • ✓Pluggable uploaders
  • ✓CLI tool
  • ✓Agent trajectory processing

Tags

opentelemetryatif-conversionprotobuf-spansagent-observabilitydata-uploader

Built with & integrations

Framework
fastapi
AI providers
anthropicopenai
Runs on
CLISelf-hosted

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 17, 6:06 AM

    harbor-atif2otel verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about harbor-atif2otel

What is harbor-atif2otel?
Harbor-atif2otel focuses on translating agent trajectory data from ATIF format into OpenTelemetry spans for observability and monitoring. It is catalogued under Other dev tools on PulseGate.
Who should use harbor-atif2otel?
harbor-atif2otel is an open-source project built for developers.
Does harbor-atif2otel have a free plan?
Yes — harbor-atif2otel is open source under the Apache-2.0 license and free to use.
What platforms does harbor-atif2otel run on?
harbor-atif2otel runs on the command line. It can also be self-hosted.
Is harbor-atif2otel still active?
PulseGate's liveness checks currently classify harbor-atif2otel as active. The GitHub repository shows 535 commits in the last 90 days.
What tools are similar to harbor-atif2otel?
Similar tools tracked by PulseGate include unifyapps-otel, agenttelemetry, and atoti-client-ai-openai.unifyapps-otelagenttelemetryatoti-client-ai-openai
Who develops harbor-atif2otel?
harbor-atif2otel is developed by harbor-framework.
How long has harbor-atif2otel been around?
harbor-atif2otel first shipped in 2025.

At a glance

Platforms
Cli
Languages
English
License
Apache-2.0
First seen
Oct 11, 2025
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Translating agent trajectory data from ATIF format into OpenTelemetry spans for observability and monitoring.

Developer

harbor-framework
Community-driven

Open source

⭐ Stars
3,235
🍴 Forks
1,320
Open issues
500
Last commit
5d ago
Commits 90d
535
Contributors
262
Authorship
Community-driven
Default branch
main
Latest release
v0.18.0 · 2w ago

Live coverage

Confidence
Low · 64
Indexed
Jul 17, 2026
Lifecycle
Alive
Activity
Active
First seen
Oct 2025
Last seen
5d ago
Identity audit (9)
Entity ID
cmrojci1y0003u4sdy2jvffam
Slug
harbor-atif2otel-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 17, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 17, 2026
Canonical URL
https://pypi.org/project/harbor-atif2otel

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Other apps tracked under the same category.

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    github.com
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    atoti.io
  • ATAC
    julien-cpsn.com
  • traceforge-toolkit
    pypi.org
  • traia-iatp
    github.com