updated 2026-11-10 04:07 UTC

Scopus MCP

Repository

A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants like Claude to search academic papers, retrieve abstracts, and analyze author profiles directly.

MCP Servers Python Listed MIT

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

OSSF Scorecard 3.3 / 10
Provenance None
Signed commits 29%
Last push 177d ago
Advisories None known
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In detail: Scopus MCP scores 39.8/100 (Grade D), ranked #1207 of 1374 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 3.3/10; 29% of recent commits are signed; no published advisory affects its latest release (scopus-mcp); last pushed 2026-05-17. Every point is earned from checkable signals — never paid placement. How scoring works →

How Scopus MCP 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.

Already done? Suggest a correctionAdd the trust badge

Chain of custody

Scanners check what the code says. This traces who ships Scopus MCP and whether that has changed: from the source repository, through how changes are reviewed and released, to the package you install. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/qwe4559999/scopus-mcp, MIT, last pushed 2026-05-17. 29% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Weak

    OpenSSF Scorecard rates the repository's practices 3.3/10 (scanned Nov 2, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection0
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions9
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 0
    CI-Tests 0
    CII-Best-Practices 0
    Code-Review 0
    Contributors 3
    Dangerous-Workflow 10
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 0
    Packaging 10
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 9
    Vulnerabilities 0

  3. Published packages Linked, not attested

    • PyPI scopus-mcp Source link points back to this repo No build attestation

    Without a build attestation, nothing proves the published files were built from this repository.

  4. What you install today No known advisories

    Latest release checked: scopus-mcp 0.1.8. No published advisory affects it (OSV, checked 2026-11-09).

Changes to this chain

  • 2026-09-02 OSSF Scorecard: 3.3/10

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues Scopus MCP’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.

Signed credential (JSON) How to verify

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 Scopus MCP compares in MCP Servers

  1. #693 Time MCP 40.1 +0.3
  2. #694 Hermes Atlas MCP 40.1 +0.3
  3. #695 Scopus MCP 39.8 this agent
  4. #696 Spec Workflow MCP 39.7 −0.1
  5. #697 Dash MCP Server 39.7 −0.1

Bars show each HVTrust score; the tick marks Scopus MCP’s 39.8.

Where the 39.8 comes from

HVTrust dimensions vs the MCP Servers average

39.8 / 100 · 100.0% confidence

Scopus MCP MCP Servers average (778 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
5.6 / 25
5.2 below avg 10.8
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
2.9 below avg 13.7
Transparency50% declared license · 50% OSSF Scorecard
11.3 / 17
1.0 below avg 12.3
Maintenance60% last-push freshness · 40% commit activity
0.2 / 20
12.0 below avg 12.2
AdoptionLog-scaled stars · package downloads
6.9 / 20
0.7 below avg 7.6

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 3.3/10. 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 177 days ago. Fresh activity helps separate stable projects from stale ones.
Compare with another agent
View MCP Servers Report missing data
16.5
Activity sub-score · out of 100
#695
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 →

Signals refreshed 2026-11-10 04:07 UTC · Repo last pushed 177 days ago

Rank Trend

2026-09-29 2026-11-10

Activity & Reach

Stars
53
Forks
14
Last Push
2026-05-17
177 days ago
Commits (4 wk)
0
Downloads (7d)
119
pypi
HN mentions (30d)
—
Open Issues
3
Rank Change
▼2
was #1205

Analysis

Activity Inputs

16.5 / 100
StarsRepository reach
10.4 / 30
FreshnessLast push recency
0.4 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
5.5 / 20

Common questions about Scopus MCP

Public trust evidence for Scopus 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 Scopus MCP publish package provenance?
No published build provenance is currently detected for Scopus 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 Scopus MCP have an OpenSSF Scorecard?
Scopus MCP has an OpenSSF Scorecard score of 3.3/10. 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 Scopus MCP actively maintained?
Slowing down. Last push was 177 days ago — keep an eye on whether activity resumes.
What license does Scopus MCP use?
Scopus MCP ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Scopus MCP's commits signed?
28% of the last 100 commits to Scopus 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
medium confidence
Implemented
Scopus MCP 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 Scopus MCP'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
2026-08-15
Activity Went Stale
No commits for 90 days

Maintain Scopus MCP?

For maintainers

HVTrust scores Scopus 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
Rank 21HVTrust 2Stale 1Scorecard 1Delisted 1Listed 1MCP 1
2026-10-09
Rank Moved
Rank dropped 10 spots (#1141 → #1151)
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Rank Moved
Rank rose 124 spots (#1233 → #1109)
2026-09-23
HVTrust Changed
HVTrust up 25.9pts (16.7 → 42.6)
2026-09-22
Newly Listed
First tracked at rank #1233
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-13
Rank Moved
Rank dropped 10 spots (#1089 → #1099)
2026-09-12
Rank Moved
Rank dropped 14 spots (#1075 → #1089)
2026-09-09
Rank Moved
Rank dropped 14 spots (#1057 → #1071)
2026-09-08
Rank Moved
Rank dropped 11 spots (#1046 → #1057)
2026-09-07
Rank Moved
Rank dropped 34 spots (#1012 → #1046)
2026-09-06
Rank Moved
Rank dropped 16 spots (#996 → #1012)
2026-09-05
Rank Moved
Rank dropped 50 spots (#946 → #996)
2026-09-04
Rank Moved
Rank dropped 25 spots (#921 → #946)
2026-09-03
Rank Moved
Rank dropped 54 spots (#867 → #921)
2026-09-02
Scorecard Added
OSSF Scorecard: 3.3/10
2026-09-02
Rank Moved
Rank rose 300 spots (#1167 → #867)
2026-09-02
HVTrust Changed
HVTrust up 17.7pts (26.5 → 44.2)
2026-09-01
Rank Moved
Rank dropped 42 spots (#1125 → #1167)
2026-08-31
Rank Moved
Rank dropped 34 spots (#1091 → #1125)
2026-08-30
Rank Moved
Rank dropped 48 spots (#1043 → #1091)
2026-08-29
Rank Moved
Rank dropped 50 spots (#993 → #1043)
2026-08-28
Rank Moved
Rank dropped 36 spots (#957 → #993)
2026-08-27
Rank Moved
Rank dropped 27 spots (#930 → #957)
2026-08-26
Rank Moved
Rank dropped 113 spots (#817 → #930)
2026-08-16
Rank Moved
Rank dropped 17 spots (#796 → #813)
2026-08-15
Activity Went Stale
No commits for 90 days
2026-08-13
Rank Moved
Rank dropped 11 spots (#784 → #795)
GitHub → PyPI: scopus-mcp

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 39.8 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/scopus-mcp.svg)](https://hvtracker.net/agents/scopus-mcp)
HTML:
<a href="https://hvtracker.net/agents/scopus-mcp"><img src="https://hvtracker.net/badge/scopus-mcp.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 v4.4 · Raw JSON