Is Qiskit Code Assistant MCP Server safe to use?

Qiskit Code Assistant MCP Server has an HVTrust score of 70.0/100 (Grade B), ranked #332 of 1325 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 70.0/100 on HVTracker's evidence-weighted HVTrust scale. It has 40 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-code-assistant service library and others

MCP Servers Python Listed Apache-2.0

Is Qiskit Code Assistant MCP Server safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 4.4 / 10

Provenance Attested

Signed commits 40%

Last push yesterday

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In detail: Qiskit Code Assistant MCP Server scores 70.0/100 (Grade B), ranked #332 of 1325 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; OSSF Scorecard rates its supply-chain practices 4.4/10; 40% of recent commits are signed; last pushed 2026-09-25. Every point is earned from checkable signals — never paid placement. How scoring works →

How Qiskit Code Assistant MCP Server compares in MCP Servers

#197 Zigbee2MQTT MCP 70.0 ±0
#198 ZulipChat MCP Server 70.0 ±0
#199 Qiskit Code Assistant MCP Server 70.0 this agent
#200 MCP After Effects 70.0 ±0
#201 Brave Search MCP Server 69.9 −0.1

Bars show each HVTrust score; the tick marks Qiskit Code Assistant MCP Server’s 70.0.

Where the 70.0 comes from

HVTrust dimensions vs the MCP Servers average

70.0 / 100 · 100.0% confidence

Qiskit Code Assistant MCP Server MCP Servers average (775 agents)

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

15.0 / 25

4.7 above avg 10.3

Identity / Provenance60% listing status · 40% build provenance

18.0 / 18

4.6 above avg 13.4

Transparency50% declared license · 50% OSSF Scorecard

12.2 / 17

in line with avg 12.2

Maintenance60% last-push freshness · 40% commit activity

13.3 / 20

1.2 above avg 12.1

AdoptionLog-scaled stars · package downloads

6.5 / 20

0.7 below avg 7.2

Quick Trust Read

What Would Improve It

Increase the share of verified signed commits for clearer maintainer identity.

Recent Changes

2026-09-25

Grade Changed

Trust grade C → B

2026-09-25

Rank Moved

Rank rose 187 spots (#515 → #328)

2026-09-25

HVTrust Changed

HVTrust up 6.4pts (63.8 → 70.2)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 4.4/10. Tighten the weakest checks to improve public safety evidence.

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

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49.4

Activity sub-score · out of 100

#199

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 2026-09-26

Activity & Reach

Stars

Forks

Last Push

2026-09-25

yesterday

Commits (4 wk)

Downloads (7d)

pypi

HN mentions (30d)

—

Open Issues

Rank Change

▼4

was #328

Analysis

Activity Inputs

49.4 / 100

StarsRepository reach

9.7 / 30

FreshnessLast push recency

24.9 / 25

ActivityRecent commits

8.7 / 25

CommunityFork signal

6.0 / 20

Supply Chain Trust

Package Provenance

Verified

pypi attestation

OSSF Scorecard

4.4 / 10

OpenSSF Scorecard · scanned Sep 25, 2026

Signed Commits

40%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests 6

CII-Best-Practices 0

Code-Review 9

Contributors 10

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 10

Packaging 10

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 0

Vulnerabilities 0

Common questions about Qiskit Code Assistant MCP Server

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?

Qiskit Code Assistant MCP Server has an OpenSSF Scorecard score of 4.4/10. 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 Qiskit Code Assistant MCP Server actively maintained?

Actively maintained. The repository was pushed to within the last 1 day(s).

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?

40% 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

How this surface has changed

Detected changes to Qiskit Code Assistant MCP Server'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.

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

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

2026-09-25

Grade Changed

Trust grade C → B

2026-09-25

Rank Moved

Rank rose 187 spots (#515 → #328)

2026-09-25

HVTrust Changed

HVTrust up 6.4pts (63.8 → 70.2)

2026-09-25

Activity Score Changed

Activity score up 19pts (31 → 49)

2026-09-24

Rank Moved

Rank dropped 11 spots (#504 → #515)

2026-09-23

Mcp Status Changed

Detected MCP server support changed: none → implemented

2026-09-23

Provenance Added

Package provenance attestation detected

2026-09-23

Grade Changed

Trust grade D → C

2026-09-23

Rank Moved

Rank rose 643 spots (#1147 → #504)

2026-09-23

HVTrust Changed

HVTrust up 43.3pts (20.7 → 64.0)

2026-09-22

Newly Listed

First tracked at rank #1147

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-19

Rank Moved

Rank dropped 15 spots (#467 → #482)

2026-09-17

Grade Changed

Trust grade B → C

2026-09-11

Rank Moved

Rank dropped 15 spots (#430 → #445)

2026-09-09

Rank Moved

Rank dropped 12 spots (#421 → #433)

2026-09-07

Rank Moved

Rank dropped 24 spots (#388 → #412)

2026-09-06

Rank Moved

Rank dropped 13 spots (#375 → #388)

2026-09-05

Rank Moved

Rank dropped 61 spots (#314 → #375)

2026-09-04

Rank Moved

Rank dropped 14 spots (#300 → #314)

2026-09-03

Rank Moved

Rank dropped 19 spots (#281 → #300)

2026-08-31

Rank Moved

Rank dropped 30 spots (#246 → #276)

2026-08-29

Scorecard Added

OSSF Scorecard: 4.4/10

2026-08-29

Grade Changed

Trust grade C → B

2026-08-29

Rank Moved

Rank rose 194 spots (#446 → #252)

2026-08-29

HVTrust Changed

HVTrust up 9.3pts (56.8 → 66.1)

2026-08-27

Rank Moved

Rank dropped 12 spots (#427 → #439)

2026-08-26

Rank Moved

Rank dropped 41 spots (#386 → #427)

2026-08-24

Rank Moved

Rank dropped 18 spots (#366 → #384)

2026-08-22

Rank Moved

Rank rose 17 spots (#384 → #367)

2026-08-19

Rank Moved

Rank dropped 15 spots (#368 → #383)

2026-08-17

Rank Moved

Rank rose 15 spots (#385 → #370)

2026-08-16

Rank Moved

Rank dropped 10 spots (#375 → #385)

2026-08-13

Rank Moved

Rank dropped 21 spots (#351 → #372)

2026-08-12

Rank Moved

Rank dropped 39 spots (#312 → #351)

2026-08-12

HVTrust Changed

HVTrust down 3.4pts (61.3 → 57.9)

2026-08-12

Activity Score Changed

Activity score down 11pts (47 → 36)

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

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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