BeeAI Framework

Build production-ready AI agents in both Python and Typescript.

Agent Frameworks Python Grade B Listed Apache-2.0
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Listing state
Listed
HVTrust
69.5/100 · Grade B
Evidence coverage
Grade B · 3/5 signals
Last push
2026-07-21 · 0d ago
Recent change
Rank

Is BeeAI Framework safe? BeeAI Framework scores 69.5/100 (Grade B), ranked #109 of 418 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.9/10; 58% of recent commits are signed; last pushed 2026-07-21. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
69.5/100 · Grade B
Strongest Signal
Maintenance
18.0/20
Weakest Signal
Safety / Integrity
10.3/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-07-21
Rank Moved
Rank rose 10 spots (#119 → #109)
2026-07-13
Rank Moved
Rank dropped 13 spots (#89 → #102)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.9/10. 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.
77.1
Activity Score · out of 100
69.5
HVTrust Score · out of 100
#109
Global Rank · of 418
#21

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. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-07-21 22:03 UTC · Repo last pushed today

Rank Trend

2026-07-05 2026-07-21

Activity & Reach

Stars
3.3k
Forks
466
Last Push
2026-07-21
today
Commits (4 wk)
30
Downloads (7d)
16,645
pypi
HN mentions (30d)
Open Issues
6
Rank Change
▲10
was #119

Analysis

HVTrust Dimensions

69.5 / 100 · 100.0% confidence
Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
10.3 / 25
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
Transparency50% declared license · 50% OSSF Scorecard
13.5 / 17
Maintenance60% last-push freshness · 40% commit activity
18.0 / 20
Adoption60% stars · 40% downloads, log-scaled
14.1 / 20

Activity Inputs

77.1 / 100
StarsRepository reach
21.1 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
18.6 / 25
CommunityFork signal
12.4 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.9 / 10
OpenSSF Scorecard · scanned Jul 21, 2026
Signed Commits
58%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 3
CI-Tests 10
CII-Best-Practices 0
Code-Review 9
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 10
Packaging -1
Pinned-Dependencies 1
SAST 1
Security-Policy 10
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 0

Is BeeAI Framework safe?

BeeAI Framework 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 BeeAI Framework publish package provenance?
No published build provenance is currently detected for BeeAI Framework. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does BeeAI Framework have an OpenSSF Scorecard?
BeeAI Framework has an OpenSSF Scorecard score of 5.9/10. 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 BeeAI Framework actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does BeeAI Framework use?
BeeAI Framework ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are BeeAI Framework's commits signed?
57% of the last 100 commits to BeeAI Framework 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.

Ranked neighbours in Agent Frameworks

AI agent 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
high confidence
Implemented
BeeAI Framework appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
5 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
  • database
  • search
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Match
Published package metadata matches the tracked repo
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain BeeAI Framework?

HVTrust scores BeeAI Framework 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 6Listed 2Grade 2Delisted 1HVTrust 1Scorecard 1Score 1
2026-07-21
Rank Moved
Rank rose 10 spots (#119 → #109)
2026-07-13
Rank Moved
Rank dropped 13 spots (#89 → #102)
2026-06-16
Grade Changed
Trust grade C → B
2026-06-16
Rank Moved
Rank rose 13 spots (#121 → #108)
2026-06-16
Activity Score Changed
Activity score up 5pts (69 → 74)
2026-06-15
Rank Moved
Rank dropped 13 spots (#108 → #121)
2026-06-13
Rank Moved
Rank rose 10 spots (#121 → #111)
2026-06-10
Scorecard Added
OSSF Scorecard: 5.6/10
2026-06-10
Grade Changed
Trust grade D → C
2026-06-10
Rank Moved
Rank rose 85 spots (#197 → #112)
2026-06-10
HVTrust Changed
HVTrust up 30.6pts (33.9 → 64.5)
2026-06-08
Newly Listed
First tracked at rank #200
2026-06-07
Removed From Active Tracking
Removed from active tracking
2026-06-06
Newly Listed
First tracked at rank #197

Embed Badge Badge guide for maintainers →

HVTrust 69.5 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/beeai-framework.svg)](https://hvtracker.net/agents/beeai-framework)
HTML:
<a href="https://hvtracker.net/agents/beeai-framework"><img src="https://hvtracker.net/badge/beeai-framework.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON