semantic-scholar-mcp vs glean — Trust Score Comparison
Side-by-side trust comparison of semantic-scholar-mcp and glean. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.
Detailed Metric Comparison
| Metric | semantic-scholar-mcp | glean |
|---|---|---|
| Trust Score | 73.6/100 | 69.5/100 |
| Grade | B | C |
| Stars | 0 | 750 |
| Category | research | infrastructure |
| Security | 0 | 0 |
| Compliance | 92 | 80 |
| Maintenance | 1 | 1 |
| Documentation | 1 | 1 |
| EU AI Act Risk | minimal | minimal |
| Verified | Yes | No |
Verdict
semantic-scholar-mcp leads with a trust score of 73.6/100 compared to glean's 69.5/100 (a 4.1-point difference). semantic-scholar-mcp scores higher on compliance (92 vs 80), maintenance (1 vs 1). However, glean has stronger community adoption (750 vs 0 stars). Both agents should be evaluated based on your specific requirements.
Detailed Analysis
Security
semantic-scholar-mcp leads on security with a score of 0/100 compared to glean's 0/100. This score reflects dependency vulnerability analysis, known CVE exposure, and security best practices. A higher security score means fewer known vulnerabilities and better security hygiene in the codebase.
Maintenance & Activity
semantic-scholar-mcp demonstrates stronger maintenance activity (1/100 vs 1/100). This metric captures commit frequency, issue response times, and release cadence. Actively maintained tools receive faster security patches and are less likely to accumulate technical debt.
Documentation
semantic-scholar-mcp has better documentation (1/100 vs 1/100). Good documentation reduces onboarding time and helps teams adopt the tool safely. This score evaluates README completeness, API documentation, code examples, and tutorial availability.
Community & Adoption
semantic-scholar-mcp has 0 GitHub stars while glean has 750. glean has significantly broader community adoption, which typically means more Stack Overflow answers, more third-party tutorials, and faster ecosystem development.
When to Choose Each Tool
Choose semantic-scholar-mcp if you need:
- Higher overall trust score — more reliable for production use
- More actively maintained with faster release cadence
Choose glean if you need:
- Larger community (750 vs 0 stars)
Switching from semantic-scholar-mcp to glean (or vice versa)
When migrating between semantic-scholar-mcp and glean, consider these factors:
- API Compatibility: semantic-scholar-mcp (research) and glean (infrastructure) serve different categories, so migration may require significant refactoring.
- Security Review: Run a security audit after migration. Check the semantic-scholar-mcp safety report and glean safety report for known issues.
- Testing: Ensure your test suite covers all integration points before switching in production.
- Community Support: semantic-scholar-mcp has 0 stars and glean has 750. Larger communities typically mean better Stack Overflow answers and migration guides.
Related Pages
Frequently Asked Questions
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Last updated: 2026-04-19 | Data refreshed weekly
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.