Is Clarifyprompt MCP safe to use?

Clarifyprompt MCP has an HVTrust score of 49.3/100 (Grade D), ranked #781 of 1320 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Clarifyprompt MCP?

Clarifyprompt MCP scores 49.3/100 on HVTracker's evidence-weighted HVTrust scale. It has 12 GitHub stars and is categorized under MCP Servers.

Clarifyprompt MCP

LumabyteCo/clarifyprompt-mcp

MCP Servers TypeScript Grade D Listed Apache-2.0

49.3/100

Rank #781 of 1320

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Thin or incomplete trust evidence. Review carefully before production use.

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Listing state

Listed

Evidence coverage

Grade B · 3/5 signals

Last push

2026-07-14 · 52d ago

Recent change

Rank +9

Is Clarifyprompt MCP safe? Clarifyprompt MCP scores 49.3/100 (Grade D), ranked #781 of 1320 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 5.2/10; recent commits are unsigned; last pushed 2026-07-14. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

#410 Fattureincloud MCP — 49.5 (D) → #411 Keenetic MCP — 49.4 (D) → #413 MCP Victoriatraces — 49.3 (D) → #414 Weather MCP Server — 49.3 (D) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-09-04

Rank Moved

Rank dropped 16 spots (#765 → #781)

2026-09-03

Rank Moved

Rank rose 360 spots (#1125 → #765)

2026-09-03

HVTrust Changed

HVTrust up 16.7pts (32.7 → 49.4)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.2/10. 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 52 days ago. Fresh activity helps separate stable projects from stale ones.

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

26.8

Activity sub-score · out of 100

#412

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 D 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 2026-09-04

Activity & Reach

Stars

Forks

Last Push

2026-07-14

52 days ago

Commits (4 wk)

Downloads (7d)

160

npm

HN mentions (30d)

—

Open Issues

Rank Change

▼16

was #765

Analysis

HVTrust Dimensions vs MCP Servers

49.3 / 100 · 100.0% confidence

Clarifyprompt MCP MCP Servers average (778 agents)

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

6.5 / 25

3.0 below avg 9.5

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

2.6 below avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

12.9 / 17

1.1 above avg 11.8

Maintenance60% last-push freshness · 40% commit activity

8.5 / 20

3.7 below avg 12.2

AdoptionLog-scaled stars · package downloads

5.6 / 20

0.6 below avg 6.2

Activity Inputs

26.8 / 100

StarsRepository reach

6.7 / 30

FreshnessLast push recency

17.8 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

2.2 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

5.2 / 10

OpenSSF Scorecard · scanned Aug 29, 2026

Signed Commits

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests -1

CII-Best-Practices 0

Code-Review 0

Contributors 6

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 10

Packaging 10

Pinned-Dependencies 6

SAST 0

Security-Policy 10

Signed-Releases -1

Token-Permissions 10

Vulnerabilities 0

Is Clarifyprompt MCP safe?

Public trust evidence for Clarifyprompt MCP 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 Clarifyprompt MCP publish package provenance?

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

Does Clarifyprompt MCP have an OpenSSF Scorecard?

Clarifyprompt MCP has an OpenSSF Scorecard score of 5.2/10. 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 Clarifyprompt MCP actively maintained?

Slowing down. Last push was 52 days ago — keep an eye on whether activity resumes.

What license does Clarifyprompt MCP use?

Clarifyprompt MCP ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are Clarifyprompt MCP's commits signed?

0% of the last 100 commits to Clarifyprompt MCP 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

Clarifyprompt MCP 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.

OpenAI

Credential signal: API keys or service config markers documented.

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

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

Maintain Clarifyprompt MCP?

For maintainers

HVTrust scores Clarifyprompt MCP 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

2026-09-04

Rank Moved

Rank dropped 16 spots (#765 → #781)

2026-09-03

Rank Moved

Rank rose 360 spots (#1125 → #765)

2026-09-03

HVTrust Changed

HVTrust up 16.7pts (32.7 → 49.4)

2026-09-02

Rank Moved

Rank dropped 39 spots (#1086 → #1125)

2026-09-01

Rank Moved

Rank dropped 43 spots (#1043 → #1086)

2026-08-31

Rank Moved

Rank dropped 33 spots (#1010 → #1043)

2026-08-30

Rank Moved

Rank dropped 51 spots (#959 → #1010)

2026-08-29

Scorecard Added

OSSF Scorecard: 5.2/10

2026-08-29

Rank Moved

Rank rose 291 spots (#1250 → #959)

2026-08-29

HVTrust Changed

HVTrust up 15.5pts (17.4 → 32.9)

2026-08-26

Rank Moved

Rank dropped 35 spots (#1197 → #1232)

2026-08-16

Rank Moved

Rank dropped 25 spots (#1170 → #1195)

2026-08-13

Rank Moved

Rank dropped 33 spots (#1134 → #1167)

2026-08-13

Activity Score Changed

Activity score down 6pts (36 → 30)

2026-08-10

Rank Moved

Rank dropped 66 spots (#1068 → #1134)

2026-08-08

Newly Listed

First tracked at rank #1065

GitHub → npm: clarifyprompt-mcp

Embed Badge Badge guide for maintainers →

For maintainers

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Other agents in MCP Servers

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