updated 2026-08-25 06:08 UTC

Sotopia agents

sotopia-lab/sotopia

Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)

Research & Data Python Grade D Listed MIT
39.2/100
Rank #650 of 1308
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Thin or incomplete trust evidence. Review carefully before production use.

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Listing state
Listed
Evidence coverage
Grade A · 4/5 signals
Last push
2026-06-05 · 81d ago
Recent change
No recent signal change

Is Sotopia agents safe? Sotopia agents scores 39.2/100 (Grade D), ranked #650 of 1308 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.2/10; recent commits are unsigned; last pushed 2026-06-05. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Research & Data

#16 MiroThinker — 44.6 (D) → #17 auto-deep-researcher-24x7 — 41.6 (D) → #19 Open Deep Research (dzhng) — 37.8 (D) → #20 Tongyi DeepResearch — 34.3 (D) →

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-08-16
Rank Moved
Rank dropped 16 spots (#623 → #639)
2026-08-10
Rank Moved
Rank dropped 18 spots (#593 → #611)
2026-08-08
Rank Moved
Rank dropped 207 spots (#387 → #594)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.2/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
Refresh maintenance signals The repo was last pushed 81 days ago. Fresh activity helps separate stable projects from stale ones.
Compare with another agent Get email alerts for Sotopia agents View Research & Data Report missing data
36.9
Activity sub-score · out of 100
#18
In Research & Data

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. Evidence coverage A is separate — it grades how many independent signal types back the score (4 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-08-25 06:08 UTC · Repo last pushed 81 days ago

Rank Trend

2026-08-11 2026-08-25

Activity & Reach

Stars
329
Forks
50
Last Push
2026-06-05
81 days ago
Commits (4 wk)
0
Downloads (7d)
98
pypi
HN mentions (30d)
7
Open Issues
5
Rank Change
▲2
was #652

Analysis

HVTrust Dimensions vs Research & Data

39.2 / 100 · 100.0% confidence

Sotopia agents Research & Data average (32 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
5.3 / 25
1.4 below avg 6.7
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.9 below avg 11.7
Transparency50% declared license · 50% OSSF Scorecard
12.1 / 17
1.0 above avg 11.1
Maintenance60% last-push freshness · 40% commit activity
6.6 / 20
5.9 below avg 12.5
AdoptionLog-scaled stars · package downloads
8.7 / 20
2.3 below avg 11.0

Activity Inputs

36.9 / 100
StarsRepository reach
15.1 / 30
FreshnessLast push recency
13.8 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
7.9 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.2 / 10
OpenSSF Scorecard · scanned Aug 24, 2026
Signed Commits
—
Unable to query
Binary-Artifacts 10
Branch-Protection 4
CI-Tests 3
CII-Best-Practices 0
Code-Review 6
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 0
Packaging -1
Pinned-Dependencies 1
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 0

Is Sotopia agents safe?

Public trust evidence for Sotopia agents 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 Sotopia agents publish package provenance?
No published build provenance is currently detected for Sotopia agents. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Sotopia agents have an OpenSSF Scorecard?
Sotopia agents has an OpenSSF Scorecard score of 4.2/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Sotopia agents actively maintained?
Slowing down. Last push was 81 days ago — keep an eye on whether activity resumes.
What license does Sotopia agents use?
Sotopia agents ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

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.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
7 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
1 tags
Broad capability areas detected.
  • database
Detailed evidence is not shown in the public view.
Package Provenance Drift
low confidence
Unknown
Package source metadata is missing or inconclusive
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to Sotopia agents's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-06-06
Activity Resumed
Activity resumed

Maintain Sotopia agents?

For maintainers

HVTrust scores Sotopia agents 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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history
Rank 17HVTrust 4Grade 2Score 1Fresh 1
2026-08-16
Rank Moved
Rank dropped 16 spots (#623 → #639)
2026-08-10
Rank Moved
Rank dropped 18 spots (#593 → #611)
2026-08-08
Rank Moved
Rank dropped 207 spots (#387 → #594)
2026-07-29
Rank Moved
Rank dropped 10 spots (#354 → #364)
2026-07-15
Rank Moved
Rank dropped 26 spots (#319 → #345)
2026-07-14
Rank Moved
Rank dropped 18 spots (#301 → #319)
2026-07-13
Rank Moved
Rank dropped 34 spots (#267 → #301)
2026-06-24
Rank Moved
Rank dropped 32 spots (#213 → #245)
2026-06-23
Rank Moved
Rank dropped 16 spots (#197 → #213)
2026-06-21
Rank Moved
Rank dropped 10 spots (#178 → #188)
2026-06-20
Grade Changed
Trust grade C → D
2026-06-20
Rank Moved
Rank dropped 11 spots (#167 → #178)
2026-06-20
HVTrust Changed
HVTrust down 3.2pts (51.1 → 47.9)
2026-06-18
Rank Moved
Rank dropped 12 spots (#150 → #162)
2026-06-06
Activity Resumed
Activity resumed
2026-06-06
Grade Changed
Trust grade D → C
2026-06-06
Rank Moved
Rank rose 19 spots (#166 → #147)
2026-06-06
HVTrust Changed
HVTrust up 8.8pts (43.5 → 52.3)
2026-06-06
Activity Score Changed
Activity score up 18pts (29 → 48)
2026-06-03
Rank Moved
Rank rose 10 spots (#169 → #159)
2026-06-03
HVTrust Changed
HVTrust up 3.3pts (40.4 → 43.7)
2026-06-02
Rank Moved
Rank dropped 23 spots (#146 → #169)
2026-06-02
HVTrust Changed
HVTrust down 3.4pts (43.8 → 40.4)
2026-06-01
Rank Moved
Rank dropped 18 spots (#128 → #146)
2026-05-29
Rank Moved
Rank dropped 18 spots (#103 → #121)
GitHub → PyPI: sotopia

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 39.2 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/sotopia-agents.svg)](https://hvtracker.net/agents/sotopia-agents)
HTML:
<a href="https://hvtracker.net/agents/sotopia-agents"><img src="https://hvtracker.net/badge/sotopia-agents.svg" alt="HVTrust"></a>

Other agents in Research & Data

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON