Is MindsHub safe to use?

MindsHub has an HVTrust score of 67.2/100 (Grade B), ranked #207 of 1314 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for MindsHub?

MindsHub scores 67.2/100 on HVTracker's evidence-weighted HVTrust scale. It has 39.6k GitHub stars and is categorized under MCP Servers.

MindsHub

mindsdb/mindshub

Make AI do actual work. Swap the model anytime — keep everything you've built.

MCP Servers Makefile Grade B Listed MIT

67.2/100

Rank #207 of 1314

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Promising trust profile, but some evidence still deserves review.

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Listing state

Listed

Evidence coverage

Grade B · 3/5 signals

Last push

2026-08-21 · 6d ago

Recent change

Rank +5

Is MindsHub safe? MindsHub scores 67.2/100 (Grade B), ranked #207 of 1314 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 7.7/10; 56% of recent commits are signed; last pushed 2026-08-21. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

#63 Azure DevOps (ADO) — 67.7 (B) → #64 ITASCA MCP Server — 67.6 (B) → #66 MCPProxy — 67.0 (B) → #67 Testrail MCP Server — 67.0 (B) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-08-26

Rank Moved

Rank dropped 15 spots (#192 → #207)

2026-08-24

Rank Moved

Rank dropped 13 spots (#179 → #192)

2026-08-22

Rank Moved

Rank rose 17 spots (#195 → #178)

Maintainer Checklist

Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.

Compare with another agent Get email alerts for MindsHub View MCP Servers Report missing data

77.0

Activity sub-score · out of 100

#65

In MCP Servers

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Rank Trend

2026-08-11 2026-08-27

Activity & Reach

Stars

39.6k

Forks

6.2k

Last Push

2026-08-21

6 days ago

Commits (4 wk)

Downloads (7d)

879

pypi

HN mentions (30d)

—

Open Issues

Rank Change

was #207

Analysis

HVTrust Dimensions vs MCP Servers

67.2 / 100 · 100.0% confidence

MindsHub MCP Servers average (777 agents)

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

12.4 / 25

6.2 above avg 6.2

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

2.5 below avg 13.3

Transparency50% declared license · 50% OSSF Scorecard

15.0 / 17

5.4 above avg 9.6

Maintenance60% last-push freshness · 40% commit activity

14.0 / 20

1.8 above avg 12.2

AdoptionLog-scaled stars · package downloads

15.0 / 20

9.2 above avg 5.8

Activity Inputs

77.0 / 100

StarsRepository reach

27.6 / 30

FreshnessLast push recency

24.2 / 25

ActivityRecent commits

7.5 / 25

CommunityFork signal

17.6 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

7.7 / 10

OpenSSF Scorecard · scanned Aug 25, 2026

Signed Commits

56%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 5

CI-Tests 9

CII-Best-Practices 0

Code-Review 4

Contributors 10

Dangerous-Workflow 10

Dependency-Update-Tool 10

Fuzzing 0

License 10

Maintained 10

Packaging -1

Pinned-Dependencies 0

SAST 9

Security-Policy 10

Signed-Releases -1

Token-Permissions 10

Vulnerabilities 10

Is MindsHub safe?

MindsHub 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 MindsHub publish package provenance?

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

Does MindsHub have an OpenSSF Scorecard?

MindsHub has an OpenSSF Scorecard score of 7.7/10. 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 MindsHub actively maintained?

Actively maintained. The repository was pushed to within the last 6 day(s).

What license does MindsHub use?

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

Are MindsHub's commits signed?

56% of the last 100 commits to MindsHub 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

None detected

No clear third-party provider dependency detected.

Credential signal: No explicit API-key/config marker detected.

Tool / Plugin Surface

None detected

No clear plugin system or broad tool surface detected.

Detailed evidence is not shown in the public view.

Package Provenance Drift

low confidence

Unknown

Package source metadata is missing or inconclusive

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 MindsHub'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.

2026-07-13

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-07-13

Activity Resumed

Activity resumed

Maintain MindsHub?

For maintainers

HVTrust scores MindsHub 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

2026-08-26

Rank Moved

Rank dropped 15 spots (#192 → #207)

2026-08-24

Rank Moved

Rank dropped 13 spots (#179 → #192)

2026-08-22

Rank Moved

Rank rose 17 spots (#195 → #178)

2026-08-21

Rank Moved

Rank rose 38 spots (#233 → #195)

2026-08-21

Activity Score Changed

Activity score up 6pts (70 → 76)

2026-08-20

Grade Changed

Trust grade C → B

2026-08-19

Rank Moved

Rank dropped 17 spots (#220 → #237)

2026-08-17

Grade Changed

Trust grade B → C

2026-08-17

Rank Moved

Rank rose 12 spots (#234 → #222)

2026-08-15

Grade Changed

Trust grade D → B

2026-08-15

Rank Moved

Rank rose 385 spots (#611 → #226)

2026-08-15

HVTrust Changed

HVTrust up 24.4pts (40.7 → 65.1)

2026-08-12

Rank Moved

Rank rose 31 spots (#636 → #605)

2026-08-10

Rank Moved

Rank dropped 26 spots (#606 → #632)

2026-08-09

Activity Score Changed

Activity score down 6pts (72 → 66)

2026-08-08

Rank Moved

Rank dropped 198 spots (#386 → #584)

2026-07-29

Rank Moved

Rank dropped 10 spots (#363 → #373)

2026-07-15

Rank Moved

Rank dropped 25 spots (#322 → #347)

2026-07-14

Rank Moved

Rank dropped 17 spots (#305 → #322)

2026-07-13

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-07-13

Activity Resumed

Activity resumed

2026-07-13

Rank Moved

Rank rose 30 spots (#335 → #305)

2026-07-13

HVTrust Changed

HVTrust up 32.4pts (10.8 → 43.2)

2026-07-13

Activity Score Changed

Activity score up 83pts (0 → 83)

2026-07-12

Newly Listed

First tracked at rank #335

GitHub → PyPI: mindsdb

Embed Badge Badge guide for maintainers →

For maintainers

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            [![HVTrust](https://hvtracker.net/badge/mindshub.svg)](https://hvtracker.net/agents/mindshub)
            
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            <a href="https://hvtracker.net/agents/mindshub"><img src="https://hvtracker.net/badge/mindshub.svg" alt="HVTrust"></a>

Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON