AgentOps

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frame

Observability & Evaluation Python Grade D Listed MIT
Listing state
Listed
HVTrust
35.1/100 · Grade D
Last push
2026-03-19 · 77d ago
Recent change
Rank +11

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
35.1/100 · Grade D
Strongest Signal
Adoption
15.6/20
Weakest Signal
Safety / Integrity
5.0/25
What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 20 spots (#168 → #188)
2026-06-01
Rank Moved
Rank dropped 22 spots (#146 → #168)
2026-05-31
Rank Moved
Rank rose 24 spots (#170 → #146)
Maintainer Checklist
Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Refresh maintenance signals The repo was last pushed 77 days ago. Fresh activity helps separate stable projects from stale ones.
49.8
Activity Score · out of 100
35.1
HVTrust Score · out of 100
#188
Global Rank · of 203
#15

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →

Signals refreshed 2026-06-04 20:15 UTC · Repo last pushed 77 days ago

Rank Trend

2026-05-23 2026-06-04

Activity & Reach

Stars
5.6k
Forks
589
Last Push
2026-03-19
77 days ago
Commits (4 wk)
0
Downloads (7d)
85,376
pypi
HN mentions (30d)
33
Open Issues
161
Rank Change
▼2
was #186

Analysis

HVTrust Dimensions

35.1 / 100 · 75.0% confidence
Safety / IntegrityOSSF, provenance, signatures
5.0 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
8.5 / 17
MaintenanceFreshness and commits
6.9 / 20
AdoptionStars and downloads
15.6 / 20

Activity Inputs

49.8 / 100
StarsRepository reach
22.5 / 30
FreshnessLast push recency
14.3 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
12.9 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
Not available
Signed Commits
100%
of last 100 commits verified

Is AgentOps safe?

Public trust evidence for AgentOps is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does AgentOps publish package provenance?
No published build provenance is currently detected for AgentOps. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does AgentOps have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for AgentOps. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.
Is AgentOps actively maintained?
Slowing down. Last push was 77 days ago — keep an eye on whether activity resumes.
What license does AgentOps use?
AgentOps ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are AgentOps's commits signed?
100% of the last 100 commits to AgentOps are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

Runtime trust — coming soon

HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →

  • MCP support
  • Tool / plugin surface
  • External service deps
  • Package provenance drift

Maintain AgentOps?

HVTrust scores AgentOps from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Rank 7HVTrust 5
2026-06-02
Rank Moved
Rank dropped 20 spots (#168 → #188)
2026-06-01
Rank Moved
Rank dropped 22 spots (#146 → #168)
2026-05-31
Rank Moved
Rank rose 24 spots (#170 → #146)
2026-05-31
HVTrust Changed
HVTrust up 15.3pts (19.9 → 35.2)
2026-05-30
Rank Moved
Rank dropped 20 spots (#150 → #170)
2026-05-30
HVTrust Changed
HVTrust down 12.4pts (32.3 → 19.9)
2026-05-29
HVTrust Changed
HVTrust up 7.5pts (24.8 → 32.3)
2026-05-28
Rank Moved
Rank dropped 14 spots (#137 → #151)
2026-05-28
HVTrust Changed
HVTrust down 9.2pts (34.0 → 24.8)
2026-05-27
HVTrust Changed
HVTrust down 13.1pts (47.1 → 34.0)
2026-05-25
Rank Moved
Rank dropped 58 spots (#79 → #137)
2026-05-24
Rank Moved
Rank dropped 32 spots (#47 → #79)

Embed Badge Badge guide for maintainers →

HVTrust 35.1 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/agentops.svg)](https://hvtracker.net/agents/agentops)
HTML:
<a href="https://hvtracker.net/agents/agentops"><img src="https://hvtracker.net/badge/agentops.svg" alt="HVTrust"></a>

Other agents in Observability & Evaluation

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON