CAMEL

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

Multi-Agent Systems Python Grade B Listed Apache-2.0
Listing state
Listed
HVTrust
70.7/100 · Grade B
Last push
2026-06-02 · 2d ago
Recent change
Rank +8

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
70.7/100 · Grade B
Strongest Signal
Maintenance
18.1/20
Weakest Signal
Safety / Integrity
11.5/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-02
Rank Moved
Rank dropped 11 spots (#48 → #59)
2026-05-29
HVTrust Changed
HVTrust up 9.8pts (59.0 → 68.8)
2026-05-28
Rank Moved
Rank rose 24 spots (#69 → #45)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 6.9/10. 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.
84.8
Activity Score · out of 100
70.7
HVTrust Score · out of 100
#63
Global Rank · of 203
#1

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B 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 2 days ago

Rank Trend

2026-05-23 2026-06-04

Activity & Reach

Stars
17.1k
Forks
1.9k
Last Push
2026-06-02
2 days ago
Commits (4 wk)
35
Downloads (7d)
20,131
pypi
HN mentions (30d)
0
Open Issues
452
Rank Change
▼5
was #58

Analysis

HVTrust Dimensions

70.7 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
11.5 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
14.4 / 17
MaintenanceFreshness and commits
18.1 / 20
AdoptionStars and downloads
15.9 / 20

Activity Inputs

84.8 / 100
StarsRepository reach
25.4 / 30
FreshnessLast push recency
24.7 / 25
ActivityRecent commits
19.4 / 25
CommunityFork signal
15.3 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
6.9 / 10
via deps.dev · OpenSSF
Signed Commits
57%
of last 100 commits verified
Security-Policy 10
Code-Review 4
Maintained 10
Dangerous-Workflow 10
Token-Permissions 9
Binary-Artifacts 10
CII-Best-Practices 0
Vulnerabilities 0
SAST 10
Pinned-Dependencies 5
Branch-Protection -1
Fuzzing 0
Dependency-Update-Tool 10
License 10
Packaging 10
Signed-Releases 0
CI-Tests 10
Contributors 10

Is CAMEL safe?

CAMEL has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does CAMEL publish package provenance?
No published build provenance is currently detected for CAMEL. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does CAMEL have an OpenSSF Scorecard?
CAMEL has an OpenSSF Scorecard score of 6.9/10. 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 CAMEL actively maintained?
Actively maintained. The repository was pushed to within the last 2 day(s).
What license does CAMEL use?
CAMEL ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are CAMEL's commits signed?
56% of the last 100 commits to CAMEL 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.

Compare CAMEL head-to-head

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 CAMEL?

HVTrust scores CAMEL 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 4HVTrust 3Scorecard 1Score 1
2026-06-02
Rank Moved
Rank dropped 11 spots (#48 → #59)
2026-05-29
HVTrust Changed
HVTrust up 9.8pts (59.0 → 68.8)
2026-05-28
Rank Moved
Rank rose 24 spots (#69 → #45)
2026-05-28
HVTrust Changed
HVTrust down 5.0pts (64.0 → 59.0)
2026-05-28
Activity Score Changed
Activity score up 20pts (66 → 85)
2026-05-27
HVTrust Changed
HVTrust down 13.1pts (77.1 → 64.0)
2026-05-25
Rank Moved
Rank dropped 25 spots (#43 → #68)
2026-05-24
Scorecard Added
OSSF Scorecard: 6.9/10
2026-05-24
Rank Moved
Rank dropped 15 spots (#28 → #43)

Embed Badge Badge guide for maintainers →

HVTrust 70.7 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/camel.svg)](https://hvtracker.net/agents/camel)
HTML:
<a href="https://hvtracker.net/agents/camel"><img src="https://hvtracker.net/badge/camel.svg" alt="HVTrust"></a>

Other agents in Multi-Agent Systems

CAMEL head-to-head

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