Is Qiskit Code Assistant MCP Server safe to use?

Qiskit Code Assistant MCP Server has an HVTrust score of 61.3/100 (Grade C), ranked #312 of 1283 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Qiskit Code Assistant MCP Server?

Qiskit Code Assistant MCP Server scores 61.3/100 on HVTracker's evidence-weighted HVTrust scale. It has 37 GitHub stars and is categorized under MCP Servers.

Qiskit Code Assistant MCP Server

Qiskit/mcp-servers

A collection of MCP servers to allow LLMs to use the qiskit,qiskit-ibm-runtime library, qiskit-ibm-transpiler, qiskit-c

MCP Servers Python Grade C Listed Apache-2.0

61.3/100

Rank #312 of 1283

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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

2026-07-13 · 30d ago

Recent change

Rank +1

Is Qiskit Code Assistant MCP Server safe? Qiskit Code Assistant MCP Server scores 61.3/100 (Grade C), ranked #312 of 1283 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; no OSSF Scorecard result yet; 39% of recent commits are signed; last pushed 2026-07-13. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

#104 Unity API Documentation — 61.6 (C) → #105 Yantrikdb MCP — 61.4 (C) → #107 Apple Mail MCP — 61.2 (C) → #108 Random Number MCP — 60.7 (C) →

Quick Trust Read

What Would Improve It

Add or improve OSSF Scorecard coverage so safety checks are easier to verify.

Recent Changes

2026-08-10

Rank Moved

Rank dropped 18 spots (#293 → #311)

2026-08-08

Newly Listed

First tracked at rank #279

Maintainer Checklist

Add Scorecard coverage Expose the repository to OpenSSF Scorecard checks so supply-chain posture is easier to verify.

Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.

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47.0

Activity sub-score · out of 100

#106

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 C 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 2026-08-12

Activity & Reach

Stars

Forks

Last Push

2026-07-13

30 days ago

Commits (4 wk)

Downloads (7d)

247

pypi

HN mentions (30d)

—

Open Issues

Rank Change

was #312

Analysis

HVTrust Dimensions vs MCP Servers

61.3 / 100 · 100.0% confidence

Qiskit Code Assistant MCP Server MCP Servers average (761 agents)

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

9.4 / 25

4.4 above avg 5.0

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

4.7 above avg 13.3

Transparency50% declared license · 50% OSSF Scorecard

8.5 / 17

in line with avg 8.8

Maintenance60% last-push freshness · 40% commit activity

13.4 / 20

1.0 above avg 12.4

AdoptionLog-scaled stars · package downloads

7.0 / 20

1.2 above avg 5.8

Activity Inputs

47.0 / 100

StarsRepository reach

9.5 / 30

FreshnessLast push recency

20.8 / 25

ActivityRecent commits

10.5 / 25

CommunityFork signal

6.0 / 20

Supply Chain Trust

Package Provenance

Verified

pypi attestation

OSSF Scorecard

—

Not available

Signed Commits

39%

of last 100 commits verified

Is Qiskit Code Assistant MCP Server safe?

Qiskit Code Assistant MCP Server 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 Qiskit Code Assistant MCP Server publish package provenance?

Yes. Qiskit Code Assistant MCP Server's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.

Does Qiskit Code Assistant MCP Server have an OpenSSF Scorecard?

No OpenSSF Scorecard data is currently published for Qiskit Code Assistant MCP Server. Maintainers can enable the Scorecard GitHub Action to get a public score; without it, automated supply-chain hygiene is harder for outsiders to verify.

Is Qiskit Code Assistant MCP Server actively maintained?

Maintained. Last push was 30 days ago.

What license does Qiskit Code Assistant MCP Server use?

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

Are Qiskit Code Assistant MCP Server's commits signed?

39% of the last 100 commits to Qiskit Code Assistant MCP Server 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

Qiskit Code Assistant MCP Server appears to expose MCP server capabilities.

Detailed evidence is not shown in the public view.

External Service Dependencies

low confidence

None detected

No clear third-party provider dependency detected.

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 Qiskit Code Assistant MCP Server?

For maintainers

HVTrust scores Qiskit Code Assistant MCP Server 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

2026-08-10

Rank Moved

Rank dropped 18 spots (#293 → #311)

2026-08-08

Newly Listed

First tracked at rank #279

GitHub → PyPI: qiskit-code-assistant-mcp-server

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) · PyPI / pypistats (downloads, provenance)
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON