Atomic Agents

Building AI agents, atomically

Agent Frameworks Python Grade C Listed MIT
56.6/100
Rank #390 of 1283
Compare Atomic Agents

Promising trust profile, but some evidence still deserves review.

Open compare tool Suggest correction
Listing state
Listed
Evidence coverage
Grade A · 4/5 signals
Last push
2026-08-11 · 0d ago
Recent change
Rank +1

Is Atomic Agents safe? Atomic Agents scores 56.6/100 (Grade C), ranked #390 of 1283 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 4.8/10; 34% of recent commits are signed; last pushed 2026-08-11. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Agent Frameworks

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-08-10
Rank Moved
Rank dropped 19 spots (#381 → #400)
2026-08-08
Rank Moved
Rank dropped 90 spots (#270 → #360)
2026-07-19
Tool Surface Changed
Detected tool/plugin surface changed: declared → marketplace
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.8/10. 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.
78.8
Activity sub-score · out of 100
#57

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 2026-08-11 19:32 UTC · Repo last pushed today

Activity & Reach

Stars
6.2k
Forks
529
Last Push
2026-08-11
today
Commits (4 wk)
29
Downloads (7d)
3,792
pypi
HN mentions (30d)
0
Open Issues
3
Rank Change
▲10
was #400

Analysis

HVTrust Dimensions vs Agent Frameworks

56.6 / 100 · 100.0% confidence

Atomic Agents Agent Frameworks average (118 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
7.7 / 25
in line with 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
12.6 / 17
1.0 above avg 11.6
Maintenance60% last-push freshness · 40% commit activity
17.9 / 20
3.5 above avg 14.4
AdoptionLog-scaled stars · package downloads
13.9 / 20
2.5 above avg 11.4

Activity Inputs

78.8 / 100
StarsRepository reach
22.7 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
18.4 / 25
CommunityFork signal
12.7 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.8 / 10
OpenSSF Scorecard · scanned Aug 10, 2026
Signed Commits
34%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 5
CI-Tests 8
CII-Best-Practices 0
Code-Review 2
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 10
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 10
Vulnerabilities 0

Is Atomic Agents safe?

Atomic Agents 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 Atomic Agents publish package provenance?
No published build provenance is currently detected for Atomic Agents. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Atomic Agents have an OpenSSF Scorecard?
Atomic Agents has an OpenSSF Scorecard score of 4.8/10. 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 Atomic Agents actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Atomic Agents use?
Atomic Agents ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Atomic Agents's commits signed?
34% of the last 100 commits to Atomic Agents 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
high confidence
Implemented
Atomic Agents 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
Marketplace
Marketplace plugin/integration surface detected.
  • code
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Warning
1 package source mismatch detected
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 Atomic Agents'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.

2026-07-19
Tool Surface Changed
Detected tool/plugin surface changed: declared → marketplace
2026-07-19
Mcp Status Changed
Detected MCP server support changed: declared → implemented
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependencies: Google Gemini, Groq, Multi-provider (LiteLLM)
2026-06-16
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo
2026-06-15
Drift Warning Cleared
Provenance drift warning cleared (now: match)
2026-06-13
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo
2026-06-11
Drift Warning Cleared
Provenance drift warning cleared (now: match)
2026-06-10
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo

Maintain Atomic Agents?

For maintainers

HVTrust scores Atomic Agents 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 10Drift 3Drift 2Listed 1Grade 1Scorecard 1Score 1HVTrust 1Surface 1MCP 1Surface 1
2026-08-10
Rank Moved
Rank dropped 19 spots (#381 → #400)
2026-08-08
Rank Moved
Rank dropped 90 spots (#270 → #360)
2026-07-19
Tool Surface Changed
Detected tool/plugin surface changed: declared → marketplace
2026-07-19
Mcp Status Changed
Detected MCP server support changed: declared → implemented
2026-07-19
Rank Moved
Rank rose 10 spots (#263 → #253)
2026-07-17
Provider Added
Runtime surface grew — new detected provider dependencies: Google Gemini, Groq, Multi-provider (LiteLLM)
2026-07-17
Rank Moved
Rank dropped 11 spots (#255 → #266)
2026-07-15
Rank Moved
Rank dropped 28 spots (#227 → #255)
2026-07-13
Rank Moved
Rank dropped 15 spots (#204 → #219)
2026-06-24
Rank Moved
Rank dropped 11 spots (#143 → #154)
2026-06-19
Rank Moved
Rank rose 13 spots (#143 → #130)
2026-06-18
Rank Moved
Rank dropped 11 spots (#132 → #143)
2026-06-16
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo
2026-06-15
Drift Warning Cleared
Provenance drift warning cleared (now: match)
2026-06-13
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo
2026-06-11
Drift Warning Cleared
Provenance drift warning cleared (now: match)
2026-06-10
Drift Warning Raised
Package-provenance drift warning: package metadata no longer clearly points at this repo
2026-06-01
Rank Moved
Rank dropped 13 spots (#93 → #106)
2026-05-29
HVTrust Changed
HVTrust up 9.9pts (50.0 → 59.9)
2026-05-28
Activity Score Changed
Activity score up 13pts (60 → 73)
2026-05-27
Scorecard Added
OSSF Scorecard: 5.2/10
2026-05-27
Grade Changed
Trust grade C → B
2026-05-25
Newly Listed
First tracked at rank #109

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 56.6 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/atomic-agents.svg)](https://hvtracker.net/agents/atomic-agents)
HTML:
<a href="https://hvtracker.net/agents/atomic-agents"><img src="https://hvtracker.net/badge/atomic-agents.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 v4.3 · Raw JSON