Jellyfish Security Assessment
Development & DevOps
Jellyfish is the leading Engineering Management Platform, providing complete visibility into engineering organizations, the work they do, and how they operate. By analyzing engineering signals from Git and Jira, qualitative team feedback, and contextual business data from roadmapping, incident response, HR, calendar, and collaboration tools, Jellyfish enables engineering leaders to align engineering decisions with business initiatives and deliver the right software, efficiently, on time. With Jellyfish, engineering leaders can focus their teams on what matters most to the business, driving strategic decisions and delivering results.
9-Dimension Security Framework
Identity & Access Management
API Security
AI Integration Security
NEWInfrastructure Security
Data Protection
Vulnerability Management
Breach History
AI Integration Security Assessment (9th Dimension)
Assess whether SaaS applications are safe for AI agent integration using Anthropic's Model Context Protocol (MCP) standards. Identify Shadow AI risks before they become breaches and make safer AI tool decisions than your competitors.
Last updated: January 17, 2026 at 07:46 PM
Assessment Transparency
See exactly what data backs this security assessment
Data Coverage
4/8 security categories assessed
Score based on 4 of 8 categories. Missing categories could not be assessed due to lack of public data or vendor restrictions.
Evaluation Friction
Evaluation friction estimates how long it typically takes to fully evaluate this vendor's security practices, from initial contact to complete assessment.
Transparency indicators show data completeness and vendor accessibility
Essential Security Analysis
Based on available security assessment data
Compliance & Certifications
API Intelligence
Transparency indicators showing API availability and access requirements for Jellyfish.
API Intelligence
API exists but protected by bot detection or rate limiting. We couldn't access the documentation automatically.
API Protected
This vendor's API documentation is protected by bot detection (like Cloudflare) or rate limiting. We couldn't access it through automated scraping.
View Vendor API DocsNote: Bot protection (like Cloudflare) is an industry-standard security practice. The vendor's API documentation exists but requires manual access.
AI-Powered Stakeholder Decision Analysis
LLM-generated security perspectives tailored to CISO, CFO, CTO, and Legal stakeholder needs. All analysis is grounded in verified API data with zero fabrication.
Security Posture & Operational Capabilities
Comprehensive assessment of Jellyfish's security posture, operational maturity, authentication capabilities, security automation APIs, and breach intelligence.
Operational Data Not Yet Assessed
We haven't collected operational maturity data for Jellyfish yet.
Compare with Alternatives
How does Jellyfish stack up against similar applications in Development & DevOps? Click column headers to sort by different criteria.
| Application | Overall ScoreScore↓ | Grade | AI Security 🤖AI 🤖⇅ | Action |
|---|---|---|---|---|
54/100🏆 | B | N/A | View ProfileView | |
49/100 | C+ | N/A | View ProfileView | |
40/100 | C | N/A | View ProfileView | |
40/100 | C | N/A | View ProfileView | |
38/100 | D+ | N/A | View ProfileView | |
JellyfishCurrent | 33/100 | D | N/A | |
23/100 | F | N/A | View ProfileView |
Security Comparison Insight
19 alternative(s) have higher overall security scores. Review the comparison to understand security tradeoffs for your specific requirements.