AdalFlow

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

Agent Frameworks Python Grade C Listed MIT
Compare → Suggest correction
Listing state
Listed
HVTrust
50.1/100 · Grade C
Evidence coverage
Grade A · 4/5 signals
Last push
2026-05-29 · 43d ago
Recent change
No recent signal change

Is AdalFlow safe? AdalFlow scores 50.1/100 (Grade C), ranked #237 of 328 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 3.9/10; 32% of recent commits are signed; last pushed 2026-05-29. Every point is earned from checkable signals — never paid placement. How scoring works →

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
50.1/100 · Grade C
Strongest Signal
Transparency
11.8/17
Weakest Signal
Safety / Integrity
6.5/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
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)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 3.9/10. 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.
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 43 days ago. Fresh activity helps separate stable projects from stale ones.
52.9
Activity Score · out of 100
50.1
HVTrust Score · out of 100
#237
Global Rank · of 328
#58

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C 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 2026-07-11 04:00 UTC · Repo last pushed 43 days ago

Rank Trend

2026-07-05 2026-07-11

Activity & Reach

Stars
4.2k
Forks
378
Last Push
2026-05-29
43 days ago
Commits (4 wk)
0
Downloads (7d)
1,492
pypi
HN mentions (30d)
0
Open Issues
33
Rank Change
▼2
was #235

Analysis

HVTrust Dimensions

50.1 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
6.5 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
11.8 / 17
MaintenanceFreshness and commits
9.1 / 20
AdoptionStars and downloads
12.9 / 20

Activity Inputs

52.9 / 100
StarsRepository reach
21.7 / 30
FreshnessLast push recency
19.0 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
12.0 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
3.9 / 10
OpenSSF Scorecard · scanned Jul 10, 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 8
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 3.9/10. 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 AdalFlow actively maintained?
Slowing down. Last push was 43 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.

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
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
6 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • code
  • database
  • search
  • shell
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
How this surface has changed

Detected changes to AdalFlow'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.

2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Google Gemini, OpenAI, Postgres, Qdrant

Maintain AdalFlow?

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.

Reputation Timeline

Rank 5Score 2HVTrust 1Grade 1Scorecard 1Surface 1Surface 1
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)
2026-06-05
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-06-05
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Google Gemini, OpenAI, Postgres, Qdrant
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)
2026-05-27
Scorecard Added
OSSF Scorecard: 3.8/10
2026-05-27
Grade Changed
Trust grade C → B
2026-05-27
HVTrust Changed
HVTrust up 24.4pts (38.6 → 63.0)
2026-05-25
Rank Moved
Rank dropped 42 spots (#75 → #117)

Embed Badge Badge guide for maintainers →

HVTrust 50.1 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/adalflow.svg)](https://hvtracker.net/agents/adalflow)
HTML:
<a href="https://hvtracker.net/agents/adalflow"><img src="https://hvtracker.net/badge/adalflow.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 · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON