AWorld

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Agent Frameworks Python Listed MIT

Is AWorld safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard No result
Provenance None
Signed commits 6%
Last push yesterday
Compare AWorld
Suggest a correction

In detail: AWorld scores 23.1/100 (Grade D), ranked #1367 of 1374 tracked open-source AI agent projects, on evidence coverage D (1 of 5 independent signal types). The public evidence: no package-provenance attestation found; no OSSF Scorecard result yet; 6% of recent commits are signed; last pushed 2026-11-04. Every point is earned from checkable signals — never paid placement. How scoring works →

How AWorld could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships AWorld and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/inclusionAI/AWorld, MIT, last pushed 2026-11-04. 6% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Not checked

    No OpenSSF Scorecard result yet, so branch protection, code review and release signing are unverified.

  3. Published packages None

    No registry package. AWorld is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

No change to package provenance, package source links, Scorecard coverage or license in HVTracker's daily snapshots of AWorld.

Evidence behind this score

Coverage D: 1 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads (missing)
  • Supply-chain checks (missing)
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues AWorld’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How AWorld compares in Agent Frameworks

  1. #126 JARVIS / HuggingGPT 26.5 +3.4
  2. #127 AIlice 24.1 +1.0
  3. #128 mcp-agent 23.5 +0.4
  4. #129 AWorld 23.1 this agent
  5. #130 AutoAgent 20.4 −2.7

Bars show each HVTrust score; the tick marks AWorld’s 23.1.

Where the 23.1 comes from

HVTrust dimensions vs the Agent Frameworks average

23.1 / 100 · 50.0% confidence

AWorld Agent Frameworks average (130 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
0.3 / 25
9.8 below avg 10.1
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.9 below avg 11.7
Transparency50% declared license · 50% OSSF Scorecard
8.5 / 17
4.0 below avg 12.5
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
5.2 above avg 14.7
AdoptionLog-scaled stars · package downloads
7.4 / 20
3.9 below avg 11.3

Quick Trust Read

What Would Improve It
Add or improve OSSF Scorecard coverage so safety checks are easier to verify.
Recent Changes
2026-10-09
Rank Moved
Rank dropped 21 spots (#1337 → #1358)
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.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
78.4
Activity sub-score · out of 100
#129

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 D is separate — it grades how many independent signal types back the score (1 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-11-05 12:09 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-11-05

Activity & Reach

Stars
1.2k
Forks
131
Last Push
2026-11-04
yesterday
Commits (4 wk)
150
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
41
Rank Change
▼2
was #1365

Analysis

Activity Inputs

78.4 / 100
StarsRepository reach
18.6 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
9.9 / 20

Common questions about AWorld

Public trust evidence for AWorld 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 AWorld publish package provenance?
No published build provenance is currently detected for AWorld. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does AWorld have an OpenSSF Scorecard?
No OpenSSF Scorecard data is currently published for AWorld. 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 AWorld actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does AWorld use?
AWorld ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are AWorld's commits signed?
6% of the last 100 commits to AWorld 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.

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
medium confidence
Declared
MCP support appears present, but direct server implementation is less certain.
Detailed evidence is not shown in the public view.
External Service Dependencies
medium confidence
1 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
medium confidence
Declared
Declared plugin/integration surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
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 AWorld'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.

2026-09-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependency: OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → declared

Maintain AWorld?

For maintainers

HVTrust scores AWorld 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

Signal history
Rank 19HVTrust 2Score 1Delisted 1Listed 1MCP 1Surface 1Surface 1
2026-10-09
Rank Moved
Rank dropped 21 spots (#1337 → #1358)
2026-09-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependency: OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → declared
2026-09-23
Rank Moved
Rank dropped 112 spots (#1202 → #1314)
2026-09-23
HVTrust Changed
HVTrust up 4.0pts (19.1 → 23.1)
2026-09-22
Newly Listed
First tracked at rank #1202
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-09
HVTrust Changed
HVTrust up 3.3pts (20.0 → 23.3)
2026-09-09
Activity Score Changed
Activity score up 15pts (63 → 78)
2026-09-05
Rank Moved
Rank dropped 10 spots (#1288 → #1298)
2026-09-03
Rank Moved
Rank dropped 23 spots (#1257 → #1280)
2026-09-02
Rank Moved
Rank dropped 25 spots (#1232 → #1257)
2026-09-01
Rank Moved
Rank dropped 25 spots (#1207 → #1232)
2026-08-31
Rank Moved
Rank dropped 23 spots (#1184 → #1207)
2026-08-30
Rank Moved
Rank dropped 32 spots (#1152 → #1184)
2026-08-29
Rank Moved
Rank dropped 28 spots (#1124 → #1152)
2026-08-28
Rank Moved
Rank dropped 26 spots (#1098 → #1124)
2026-08-27
Rank Moved
Rank dropped 45 spots (#1053 → #1098)
2026-08-26
Rank Moved
Rank dropped 91 spots (#962 → #1053)
2026-08-20
Rank Moved
Rank dropped 24 spots (#944 → #968)
2026-08-17
Rank Moved
Rank rose 13 spots (#947 → #934)
2026-08-16
Rank Moved
Rank dropped 24 spots (#923 → #947)
2026-08-13
Rank Moved
Rank dropped 10 spots (#917 → #927)
2026-08-12
Rank Moved
Rank rose 12 spots (#929 → #917)
2026-08-10
Rank Moved
Rank dropped 52 spots (#873 → #925)
2026-08-08
Rank Moved
Rank dropped 397 spots (#469 → #866)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 23.1 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/aworld.svg)](https://hvtracker.net/agents/aworld)
HTML:
<a href="https://hvtracker.net/agents/aworld"><img src="https://hvtracker.net/badge/aworld.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON