Hivemind

Hivemind turns your traces into reusable skills across agents

Needs review TypeScript Listed Apache-2.0

Is Hivemind safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 4.5 / 10
Provenance None
Signed commits 12%
Last push 2d ago
Compare Hivemind
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In detail: Hivemind scores 53.7/100 (Grade C), ranked #888 of 1378 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 4.5/10; 12% of recent commits are signed; last pushed 2026-10-19. Every point is earned from checkable signals — never paid placement. How scoring works →

How Hivemind 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 Hivemind 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/activeloopai/hivemind, Apache-2.0, last pushed 2026-10-19. 12% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 4.5/10 (scanned Oct 21, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection0
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies3
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 0
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 0
    Contributors 10
    Dangerous-Workflow 10
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 3
    SAST 10
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages None

    No registry package. Hivemind 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 Hivemind.

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 Hivemind’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 Hivemind compares in Needs review

  1. #5 TencentDB Agent Memory 61.8 +8.1
  2. #6 Turbovec 61.6 +7.9
  3. #7 Hivemind 53.7 this agent
  4. #8 AI Town 44.8 −8.9
  5. #9 HyperAgent 38.3 −15.4

Bars show each HVTrust score; the tick marks Hivemind’s 53.7.

Where the 53.7 comes from

HVTrust dimensions vs the Needs review average

53.7 / 100 · 100.0% confidence

Hivemind Needs review average (11 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
6.2 / 25
2.6 below avg 8.8
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
in line with avg 10.8
Transparency50% declared license · 50% OSSF Scorecard
12.3 / 17
in line with avg 12.4
Maintenance60% last-push freshness · 40% commit activity
16.0 / 20
1.8 above avg 14.2
AdoptionLog-scaled stars · package downloads
7.7 / 20
1.5 below avg 9.2

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-19
Rank Moved
Rank rose 10 spots (#890 → #880)
2026-10-18
Rank Moved
Rank dropped 74 spots (#816 → #890)
2026-10-18
Activity Score Changed
Activity score down 7pts (73 → 66)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.5/10. 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.
66.5
Activity sub-score · out of 100
#7

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 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 2026-10-21 20:07 UTC · Repo last pushed 2 days ago

Rank Trend

2026-09-29 2026-10-21

Activity & Reach

Stars
1.6k
Forks
112
Last Push
2026-10-19
2 days ago
Commits (4 wk)
10
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
73
Rank Change
▼3
was #885

Analysis

Activity Inputs

66.5 / 100
StarsRepository reach
19.3 / 30
FreshnessLast push recency
24.7 / 25
ActivityRecent commits
13.0 / 25
CommunityFork signal
9.5 / 20

Common questions about Hivemind

Public trust evidence for Hivemind 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 Hivemind publish package provenance?
No published build provenance is currently detected for Hivemind. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Hivemind have an OpenSSF Scorecard?
Hivemind has an OpenSSF Scorecard score of 4.5/10. 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 Hivemind actively maintained?
Actively maintained. The repository was pushed to within the last 2 day(s).
What license does Hivemind use?
Hivemind ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Hivemind's commits signed?
12% of the last 100 commits to Hivemind 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.

Compare Hivemind head-to-head

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
Hivemind appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
1 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.
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 Hivemind'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.

2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: marketplace → declared
2026-08-12
Provider Removed
Runtime surface shrank — no longer detected: OpenAI

Maintain Hivemind?

For maintainers

HVTrust scores Hivemind 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 35Surface 1Surface 1Score 1
2026-10-19
Rank Moved
Rank rose 10 spots (#890 → #880)
2026-10-18
Rank Moved
Rank dropped 74 spots (#816 → #890)
2026-10-18
Activity Score Changed
Activity score down 7pts (73 → 66)
2026-10-17
Rank Moved
Rank dropped 23 spots (#793 → #816)
2026-10-16
Rank Moved
Rank dropped 19 spots (#774 → #793)
2026-10-14
Rank Moved
Rank rose 36 spots (#806 → #770)
2026-10-10
Rank Moved
Rank dropped 15 spots (#768 → #783)
2026-10-09
Rank Moved
Rank dropped 14 spots (#754 → #768)
2026-10-03
Rank Moved
Rank dropped 10 spots (#731 → #741)
2026-09-23
Rank Moved
Rank dropped 445 spots (#272 → #717)
2026-09-21
Rank Moved
Rank rose 437 spots (#709 → #272)
2026-09-20
Rank Moved
Rank dropped 10 spots (#699 → #709)
2026-09-18
Rank Moved
Rank dropped 14 spots (#687 → #701)
2026-09-17
Rank Moved
Rank rose 12 spots (#699 → #687)
2026-09-16
Rank Moved
Rank rose 18 spots (#717 → #699)
2026-09-13
Rank Moved
Rank dropped 10 spots (#712 → #722)
2026-09-12
Rank Moved
Rank dropped 17 spots (#695 → #712)
2026-09-08
Rank Moved
Rank dropped 12 spots (#685 → #697)
2026-09-07
Rank Moved
Rank dropped 45 spots (#640 → #685)
2026-09-06
Rank Moved
Rank dropped 16 spots (#624 → #640)
2026-09-05
Rank Moved
Rank dropped 76 spots (#548 → #624)
2026-09-04
Rank Moved
Rank dropped 21 spots (#527 → #548)
2026-09-03
Rank Moved
Rank dropped 16 spots (#511 → #527)
2026-09-01
Rank Moved
Rank dropped 14 spots (#490 → #504)
2026-08-29
Rank Moved
Rank dropped 26 spots (#465 → #491)
2026-08-28
Rank Moved
Rank dropped 27 spots (#438 → #465)
2026-08-27
Rank Moved
Rank dropped 13 spots (#425 → #438)
2026-08-26
Rank Moved
Rank dropped 42 spots (#383 → #425)
2026-08-24
Rank Moved
Rank dropped 17 spots (#364 → #381)
2026-08-22
Rank Moved
Rank rose 14 spots (#379 → #365)
2026-08-19
Rank Moved
Rank dropped 15 spots (#360 → #375)
2026-08-17
Rank Moved
Rank rose 15 spots (#378 → #363)
2026-08-16
Rank Moved
Rank dropped 10 spots (#368 → #378)
2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: marketplace → declared
2026-08-12
Provider Removed
Runtime surface shrank — no longer detected: OpenAI
2026-08-12
Rank Moved
Rank rose 17 spots (#386 → #369)
2026-08-10
Rank Moved
Rank dropped 19 spots (#365 → #384)
2026-08-08
Rank Moved
Rank dropped 88 spots (#271 → #359)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 53.7 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/hivemind.svg)](https://hvtracker.net/agents/hivemind)
HTML:
<a href="https://hvtracker.net/agents/hivemind"><img src="https://hvtracker.net/badge/hivemind.svg" alt="HVTrust"></a>

Other agents in Needs review

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