Is AdalFlow safe to use?

AdalFlow has an HVTrust score of 46.5/100 (Grade D), ranked #512 of 1308 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for AdalFlow?

AdalFlow scores 46.5/100 on HVTracker's evidence-weighted HVTrust scale. It has 4.2k GitHub stars and is categorized under Agent Frameworks.

AdalFlow

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Agent Frameworks Python Grade D Listed MIT

46.5/100

Rank #512 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

2026-05-29 · 88d ago

Recent change

Rank +2

Is AdalFlow safe? AdalFlow scores 46.5/100 (Grade D), ranked #512 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 3.3/10; 32% of recent commits are signed; last pushed 2026-05-29. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

#70 Fedml — 47.3 (D) → #71 PocketFlow — 46.6 (D) → #73 YoMo — 45.6 (D) → #74 LlamaIndex — 45.5 (D) →

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-08-24

Rank Moved

Rank dropped 17 spots (#486 → #503)

2026-08-22

Rank Moved

Rank rose 12 spots (#489 → #477)

2026-08-19

Rank Moved

Rank dropped 14 spots (#476 → #490)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 3.3/10. 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 88 days ago. Fresh activity helps separate stable projects from stale ones.

Compare with another agent Get email alerts for AdalFlow View Agent Frameworks Report missing data

46.5

Activity sub-score · out of 100

#72

In Agent Frameworks

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 →

Rank Trend

2026-08-11 2026-08-25

Activity & Reach

Stars

4.2k

Forks

387

Last Push

2026-05-29

88 days ago

Commits (4 wk)

Downloads (7d)

1,492

pypi

HN mentions (30d)

Open Issues

Rank Change

▼9

was #503

Analysis

HVTrust Dimensions vs Agent Frameworks

46.5 / 100 · 100.0% confidence

AdalFlow Agent Frameworks average (119 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

5.7 / 25

2.4 below avg 8.1

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

0.8 below avg 11.6

Transparency50% declared license · 50% OSSF Scorecard

11.3 / 17

in line with avg 11.5

Maintenance60% last-push freshness · 40% commit activity

6.1 / 20

8.1 below avg 14.2

AdoptionLog-scaled stars · package downloads

12.9 / 20

1.6 above avg 11.3

Activity Inputs

46.5 / 100

StarsRepository reach

21.7 / 30

FreshnessLast push recency

12.8 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

12.0 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

3.3 / 10

OpenSSF Scorecard · scanned Aug 25, 2026

Signed Commits

32%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 1

CI-Tests 10

CII-Best-Practices 0

Code-Review 10

Contributors 10

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 0

Packaging -1

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases 0

Token-Permissions 0

Vulnerabilities 0

Is AdalFlow safe?

Public trust evidence for AdalFlow 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 AdalFlow publish package provenance?

No published build provenance is currently detected for AdalFlow. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does AdalFlow have an OpenSSF Scorecard?

AdalFlow has an OpenSSF Scorecard score of 3.3/10. 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 AdalFlow actively maintained?

Slowing down. Last push was 88 days ago — keep an eye on whether activity resumes.

What license does AdalFlow use?

AdalFlow ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are AdalFlow's commits signed?

32% of the last 100 commits to AdalFlow 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

None detected

No MCP server signal detected.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

9 detected

Public provider/service dependencies detected.

Credential signal: API keys or service config markers documented.

Tool / Plugin Surface

medium confidence

1 tags

Broad capability areas detected.

database

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 AdalFlow?

For maintainers

HVTrust scores AdalFlow 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

2026-08-24

Rank Moved

Rank dropped 17 spots (#486 → #503)

2026-08-22

Rank Moved

Rank rose 12 spots (#489 → #477)

2026-08-19

Rank Moved

Rank dropped 14 spots (#476 → #490)

2026-08-17

Rank Moved

Rank rose 14 spots (#487 → #473)

2026-08-16

Rank Moved

Rank dropped 11 spots (#476 → #487)

2026-08-13

Rank Moved

Rank dropped 17 spots (#458 → #475)

2026-08-12

Rank Moved

Rank rose 12 spots (#470 → #458)

2026-08-10

Rank Moved

Rank dropped 17 spots (#454 → #471)

2026-08-08

Rank Moved

Rank dropped 113 spots (#336 → #449)

2026-07-29

Rank Moved

Rank dropped 11 spots (#315 → #326)

2026-07-15

Rank Moved

Rank dropped 23 spots (#281 → #304)

2026-07-14

Grade Changed

Trust grade C → D

2026-07-14

Rank Moved

Rank dropped 14 spots (#267 → #281)

2026-07-13

Rank Moved

Rank dropped 31 spots (#236 → #267)

2026-06-24

Rank Moved

Rank dropped 32 spots (#177 → #209)

2026-06-24

Activity Score Changed

Activity score down 5pts (68 → 63)

2026-06-18

Rank Moved

Rank dropped 12 spots (#141 → #153)

2026-06-01

Rank Moved

Rank dropped 12 spots (#97 → #109)

2026-05-29

Rank Moved

Rank dropped 20 spots (#79 → #99)

2026-05-28

Activity Score Changed

Activity score up 12pts (59 → 70)

GitHub → PyPI: adalflow

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For maintainers

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Other agents in Agent Frameworks

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