Comparison
pentest-ai vs atlassian-mcp-server
Verdict
Pick pentest-ai if pentest-ai is an offensive-security platform featuring over 200 security tools and agents for various security tasks including exploit chaining and osint, licensed under MIT; pick atlassian-mcp-server if the atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens.
Markdown twin · pentest-ai alternatives · atlassian-mcp-server alternatives
GraphCanon updated Sep 30, 2026
vs
Trust & integrity
| Signal | pentest-ai | atlassian-mcp-server |
|---|---|---|
| Maintenance | Very active (6d since push) As of Sep 20, 2026 · github_public_v1 | Very active (4d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-09-27 As of Sep 27, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- pentest-ai
- Offensive-security MCP server with security tools and agents
- atlassian-mcp-server
- Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens
Stars
- pentest-ai
- 1.7k
- atlassian-mcp-server
- 1.0k
Forks
- pentest-ai
- 314
- atlassian-mcp-server
- 132
Open issues
- pentest-ai
- 2
- atlassian-mcp-server
- 96
Language
- pentest-ai
- Python
- atlassian-mcp-server
- JavaScript
Adopt for
- pentest-ai
- Pentest-ai is an offensive-security platform featuring over 200 security tools and agents for various security tasks including exploit chaining and osint, licensed under MIT.
- atlassian-mcp-server
- The atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens.
Persona
- pentest-ai
- -
- atlassian-mcp-server
- -
Runtime
- pentest-ai
- -
- atlassian-mcp-server
- -
License
- pentest-ai
- MIT
- atlassian-mcp-server
- Apache-2.0
Last pushed
- pentest-ai
- Sep 13, 2026
- atlassian-mcp-server
- Sep 15, 2026
Categories
- pentest-ai
- AI Agents, Developer Tools
- atlassian-mcp-server
- AI Agents, Developer Tools
Trust and health
Days since push
- pentest-ai
- 6d
- atlassian-mcp-server
- 4d
Open issues (now)
- pentest-ai
- 2
- atlassian-mcp-server
- 96
Stars delta
- pentest-ai
- +244 (30d)
- atlassian-mcp-server
- +137 (30d)
Open issues delta
- pentest-ai
- 0 (30d)
- atlassian-mcp-server
- +25 (30d)
Owner type
- pentest-ai
- User
- atlassian-mcp-server
- Organization
OSV dependency advisories
- pentest-ai
- No lockfile (source not queried)
- atlassian-mcp-server
- No published findings from this source as of 2026-09-27
Full report
- pentest-ai
- Trust report
- atlassian-mcp-server
- Trust report
Choose pentest-ai if…
- pentest-ai is primarily Python; atlassian-mcp-server is JavaScript.
- License: pentest-ai is MIT, atlassian-mcp-server is Apache-2.0.
- Tags unique to pentest-ai: cybersecurity, mcp, pentesting, security.
- pentest-ai ships Docker support for self-hosted deployment.
- When you need a comprehensive suite that includes more than 205 security tools and 17 specialist agents.
When NOT to use pentest-ai
- If your requirements do not include offensive-security capabilities or exploit chaining.
- When you want to avoid MIT-licensed open-source code and prefer proprietary solutions without sharing obligations.
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; pentest-ai is Python.
- License: atlassian-mcp-server is Apache-2.0, pentest-ai is MIT.
- Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt.
- When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication
When NOT to use atlassian-mcp-server
- If only generic third-party integrations without official Atlassian support are required
- For environments that do not allow OAuth 2.1 or API token-based authentication methods
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (0xSteph/pentest-ai) · observed Sep 20, 2026
- GitHub forks (0xSteph/pentest-ai) · observed Sep 20, 2026
- Last push (0xSteph/pentest-ai) · observed Sep 13, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (atlassian/atlassian-mcp-server) · observed Sep 20, 2026
- GitHub forks (atlassian/atlassian-mcp-server) · observed Sep 20, 2026
- Last push (atlassian/atlassian-mcp-server) · observed Sep 15, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Sep 27, 2026
GitHub stars on cards: pentest-ai 1.7k · atlassian-mcp-server 1.0k (synced Sep 20, 2026).
Common questions
- What is the difference between pentest-ai and atlassian-mcp-server?
- pentest-ai: Offensive-security MCP server with security tools and agents. atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. See the comparison table for live GitHub stats and shared categories.
- When should I choose pentest-ai over atlassian-mcp-server?
- Choose pentest-ai over atlassian-mcp-server when pentest-ai is primarily Python; atlassian-mcp-server is JavaScript; License: pentest-ai is MIT, atlassian-mcp-server is Apache-2.0; Tags unique to pentest-ai: cybersecurity, mcp, pentesting, security; pentest-ai ships Docker support for self-hosted deployment; When you need a comprehensive suite that includes more than 205 security tools and 17 specialist agents.
- When should I choose atlassian-mcp-server over pentest-ai?
- Choose atlassian-mcp-server over pentest-ai when atlassian-mcp-server is primarily JavaScript; pentest-ai is Python; License: atlassian-mcp-server is Apache-2.0, pentest-ai is MIT; Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication.
- When should I avoid pentest-ai?
- If your requirements do not include offensive-security capabilities or exploit chaining. When you want to avoid MIT-licensed open-source code and prefer proprietary solutions without sharing obligations.
- When should I avoid atlassian-mcp-server?
- If only generic third-party integrations without official Atlassian support are required For environments that do not allow OAuth 2.1 or API token-based authentication methods
- Is pentest-ai or atlassian-mcp-server more popular on GitHub?
- pentest-ai has more GitHub stars (1,685 vs 1,047). Stars measure visibility, not whether either tool fits your constraints.
- Are pentest-ai and atlassian-mcp-server open source?
- Yes - both are open-source projects on GitHub (pentest-ai: MIT, atlassian-mcp-server: Apache-2.0).
- Where can I find alternatives to pentest-ai or atlassian-mcp-server?
- GraphCanon lists graph-backed alternatives at pentest-ai alternatives and atlassian-mcp-server alternatives (pentest-ai markdown twin, atlassian-mcp-server markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, pentest-ai or atlassian-mcp-server?
- pentest-ai: Very active. atlassian-mcp-server: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for pentest-ai and atlassian-mcp-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: pentest-ai trust report; atlassian-mcp-server trust report.