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The Model Context Protocol (MCP) Atlassian integration is an open-source implementation that bridges Atlassian products (Jira and Confluence) with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Atlassian tools while maintaining data privacy and security. Key features include:
The publisher performed an authenticated act of publication — proving control of a namespace in the official MCP registry, or appearing in a first-party catalogue an operator curates. That establishes WHO published it. It is not a security finding, and attested artifacts carry Flagged verdicts too.
109 critical findings reported by cisco-skill-scanner, agent-audit-kit, 1 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- mcp-atlassian
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
1 finding · 3.9s
v2.0.11
353 findings · 181.6s
v0.3.26
212 findings · 188.1s
v0.1.0
4 findings · 99.6s
v0.1.0
0 findings · 99.7s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 11.3s
No report in this scan: capslock, govulncheck, osv-scanner, trivy, trivy_image.
7 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 2, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source ·n/a: not applicable | rejected |
| Jul 30, 2026 | Scan Halted | — | cisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source ·n/a: not applicable | rejected |
| Jul 21, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: complete | rejected |
| Jul 20, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: complete | rejected |
| Jul 20, 2026 | Scan Halted | Clean → Flagged | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral ·!: incomplete | rejected |
| Jul 20, 2026 | Clean100 | — | agentshield ·n/a: not applicablecisco-skill-scanner ·n/a: not applicableagent-audit-kit: completetrivy: completeosv-scanner ·n/a: not applicable | completed |
| Jul 20, 2026 | Clean100 | — | agentshield ·n/a: not applicablecisco-skill-scanner ·n/a: not applicableagent-audit-kit: completetrivy: completeosv-scanner ·n/a: not applicable | completed |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 570 findings across every scanner that examined this package. 108 of 109 findings rated critical by their scanner were among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
367 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: YARA_sql_injection_generic, AAK-SSRF-001, COMPOUND_FETCH_EXECUTE and 12 more · Files: /repo/tests/unit/jira/test_search.py, tests/unit/servers/test_jira_server.py, tests/unit/servers/test_confluence_server.py and 50 more · reported by cisco-skill-scanner, agent-audit-kit
106 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-001, TOOL_ABUSE_UNDECLARED_NETWORK, FILE_MAGIC_MISMATCH · Files: AGENTS.md, .github/copilot-instructions.md, /repo/repo/AGENTS.md and 2 more · reported by agent-audit-kit, cisco-skill-scanner
11 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001, MANIFEST_INVALID_NAME · Files: .github/workflows/docs.yml, .github/workflows/tests.yml, .github/workflows/claude.yml and 4 more · reported by agent-audit-kit, cisco-skill-scanner
10 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/tests/SKILL.md, /repo/docs/SKILL.md, /repo/.github/SKILL.md and 2 more · reported by cisco-skill-scanner
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
37 AAK-LOGINJ-001
Files: src/mcp_atlassian/servers/jira.py, src/mcp_atlassian/servers/confluence.py · reported by agent-audit-kit
5 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/src/mcp_atlassian/jira/field_options.py, /repo/src/mcp_atlassian/jira/projects.py, /repo/src/mcp_atlassian/jira/queues.py and 1 more · reported by cisco-skill-scanner
4 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/src/mcp_atlassian/utils/oauth.py, /repo/src/mcp_atlassian/jira/forms_api.py · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/src/mcp_atlassian/jira/forms_api.py, /repo/src/mcp_atlassian/utils/oauth.py · reported by nerlo-behavioral
3 AAK-SECRET-004
Files: src/mcp_atlassian/utils/oauth.py, src/mcp_atlassian/jira/config.py, src/mcp_atlassian/confluence/config.py · reported by agent-audit-kit
Critical SSRF and credential exposure detected
The artifact contains a critical Server-Side Request Forgery (SSRF) vulnerability in `src/mcp_atlassian/servers/jira.py`, allowing it to make requests to arbitrary network locations. Multiple high-severity findings indicate the presence of secrets within configuration files and OAuth utilities, alongside potential Splunk token logging. Additionally, the artifact exhibits network egress of secrets and potential infinite loops in Jira-related modules.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
3 AAK-SPLUNK-TOKLOG-001
Files: src/mcp_atlassian/utils/oauth.py, src/mcp_atlassian/servers/main.py, src/mcp_atlassian/servers/dependencies.py · reported by agent-audit-kit
3 HIDDEN_DATA_FILE
Files: /repo/.mintignore, /repo/.pre-commit-config.yaml, /repo/.worktreeinclude · reported by cisco-skill-scanner
2 AAK-OAUTH-005
Files: src/mcp_atlassian/servers/main.py, src/mcp_atlassian/jira/forms_api.py · reported by agent-audit-kit
2 DATA_EXFIL_SENSITIVE_FILES
Files: /repo/src/mcp_atlassian/utils/oauth.py · reported by cisco-skill-scanner
2 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/helm/SKILL.md · reported by cisco-skill-scanner
2 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/helm/SKILL.md · reported by cisco-skill-scanner
1 AAK-MCP-018
Files: src/mcp_atlassian/__init__.py · reported by agent-audit-kit
1 AAK-OAUTH-001
Files: src/mcp_atlassian/servers/main.py · reported by agent-audit-kit
1 AAK-OAUTH-004
Files: src/mcp_atlassian/utils/oauth.py · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-SSRF-001
Files: src/mcp_atlassian/servers/jira.py · reported by agent-audit-kit
1 AAK-SSRF-005
Files: src/mcp_atlassian/servers/jira.py · reported by agent-audit-kit
1 AAK-TASKS-003
Files: src/mcp_atlassian/jira/issues.py · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 hooks-no-pretooluse
Files: settings.json · reported by agentshield