II-Agent

II-Agent: a new open-source framework to build and deploy intelligent agents

Agent Frameworks Python Listed Apache-2.0

Is II-Agent safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 1.3 / 10
Provenance None
Signed commits 2%
Last push 53d ago
Compare II-Agent

How does it stack up against its Agent Frameworks neighbours?

Pick any agent to compare →
Suggest a correction

In detail: II-Agent scores 37.2/100 (Grade D), ranked #1229 of 1346 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 1.3/10; 2% of recent commits are signed; last pushed 2026-08-16. Every point is earned from checkable signals — never paid placement. How scoring works →

How II-Agent could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships II-Agent and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/Intelligent-Internet/ii-agent, Apache-2.0, last pushed 2026-08-16. 2% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Weak

    OpenSSF Scorecard rates the repository's practices 1.3/10 (scanned Oct 5, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection0
    • Signed Releasesn/a
    • Dangerous Workflown/a
    • Token Permissionsn/a
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 0
    CI-Tests 0
    CII-Best-Practices 0
    Code-Review 0
    Contributors 0
    Dangerous-Workflow -1
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 0
    Packaging -1
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions -1
    Vulnerabilities 0
  3. Published packages None

    No registry package. II-Agent is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

No change to package provenance, package source links, Scorecard coverage or license in HVTracker's daily snapshots of II-Agent.

Evidence behind this score

Coverage C: 2 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads (missing)
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues II-Agent’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How II-Agent compares in Agent Frameworks

  1. #105 harmonist 38.3 +1.1
  2. #106 AgentLite 38.1 +0.9
  3. #107 II-Agent 37.2 this agent
  4. #108 sre 36.7 −0.5
  5. #109 daydreams 35.8 −1.4

Bars show each HVTrust score; the tick marks II-Agent’s 37.2.

Where the 37.2 comes from

HVTrust dimensions vs the Agent Frameworks average

37.2 / 100 · 100.0% confidence

II-Agent Agent Frameworks average (124 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
1.7 / 25
8.2 below avg 9.9
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.8 below avg 11.6
Transparency50% declared license · 50% OSSF Scorecard
9.6 / 17
2.9 below avg 12.5
Maintenance60% last-push freshness · 40% commit activity
8.5 / 20
5.6 below avg 14.1
AdoptionLog-scaled stars · package downloads
8.5 / 20
2.8 below avg 11.3

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-09-23
Rank Moved
Rank dropped 659 spots (#536 → #1195)
2026-09-22
Rank Moved
Rank dropped 142 spots (#394 → #536)
2026-09-21
Rank Moved
Rank rose 798 spots (#1192 → #394)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 1.3/10. 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 53 days ago. Fresh activity helps separate stable projects from stale ones.
51.7
Activity sub-score · out of 100
#107

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 C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-08 04:16 UTC · Repo last pushed 53 days ago

Rank Trend

2026-09-29 2026-10-08

Activity & Reach

Stars
3.4k
Forks
527
Last Push
2026-08-16
53 days ago
Commits (4 wk)
0
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
3
Rank Change
=
was #1229

Analysis

Activity Inputs

51.7 / 100
StarsRepository reach
21.2 / 30
FreshnessLast push recency
17.6 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
12.7 / 20

Common questions about II-Agent

Public trust evidence for II-Agent 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 II-Agent publish package provenance?
No published build provenance is currently detected for II-Agent. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does II-Agent have an OpenSSF Scorecard?
II-Agent has an OpenSSF Scorecard score of 1.3/10. 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 II-Agent actively maintained?
Slowing down. Last push was 53 days ago — keep an eye on whether activity resumes.
What license does II-Agent use?
II-Agent ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are II-Agent's commits signed?
2% of the last 100 commits to II-Agent 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
II-Agent appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
9 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
3 tags
Broad capability areas detected.
  • browser
  • database
  • search
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
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 II-Agent'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.

2026-08-13
Activity Resumed
Activity resumed
2026-07-12
Activity Went Stale
No commits for 90 days

Maintain II-Agent?

For maintainers

HVTrust scores II-Agent 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 25Stale 1Score 1HVTrust 1Fresh 1
2026-09-23
Rank Moved
Rank dropped 659 spots (#536 → #1195)
2026-09-22
Rank Moved
Rank dropped 142 spots (#394 → #536)
2026-09-21
Rank Moved
Rank rose 798 spots (#1192 → #394)
2026-09-12
Rank Moved
Rank dropped 27 spots (#1149 → #1176)
2026-09-09
Rank Moved
Rank dropped 13 spots (#1133 → #1146)
2026-09-07
Rank Moved
Rank dropped 27 spots (#1098 → #1125)
2026-09-06
Rank Moved
Rank dropped 17 spots (#1081 → #1098)
2026-09-05
Rank Moved
Rank dropped 42 spots (#1039 → #1081)
2026-09-04
Rank Moved
Rank dropped 23 spots (#1016 → #1039)
2026-09-03
Rank Moved
Rank dropped 61 spots (#955 → #1016)
2026-09-02
Rank Moved
Rank dropped 51 spots (#904 → #955)
2026-09-01
Rank Moved
Rank dropped 39 spots (#865 → #904)
2026-08-31
Rank Moved
Rank dropped 29 spots (#836 → #865)
2026-08-30
Rank Moved
Rank dropped 33 spots (#803 → #836)
2026-08-29
Rank Moved
Rank dropped 47 spots (#756 → #803)
2026-08-28
Rank Moved
Rank dropped 26 spots (#730 → #756)
2026-08-27
Rank Moved
Rank dropped 24 spots (#706 → #730)
2026-08-26
Rank Moved
Rank dropped 98 spots (#608 → #706)
2026-08-13
Activity Resumed
Activity resumed
2026-08-13
Rank Moved
Rank rose 143 spots (#730 → #587)
2026-08-13
HVTrust Changed
HVTrust up 9.3pts (32.6 → 41.9)
2026-08-13
Activity Score Changed
Activity score up 21pts (42 → 63)
2026-08-10
Rank Moved
Rank dropped 38 spots (#693 → #731)
2026-08-08
Rank Moved
Rank dropped 271 spots (#419 → #690)
2026-07-29
Rank Moved
Rank dropped 10 spots (#396 → #406)
2026-07-15
Rank Moved
Rank dropped 25 spots (#363 → #388)
2026-07-14
Rank Moved
Rank dropped 20 spots (#343 → #363)
2026-07-13
Rank Moved
Rank dropped 36 spots (#307 → #343)
2026-07-12
Activity Went Stale
No commits for 90 days

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 37.2 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/ii-agent.svg)](https://hvtracker.net/agents/ii-agent)
HTML:
<a href="https://hvtracker.net/agents/ii-agent"><img src="https://hvtracker.net/badge/ii-agent.svg" alt="HVTrust"></a>

Other agents in Agent Frameworks

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON