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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.
8 critical findings reported by cisco-skill-scanner, agent-audit-kit, 2 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 · 0.7s
v2.0.11
355 findings · 19.9s
v0.3.74
128 findings · 35.3s
v0.2.0
6 findings · 9.0s
v0.2.0
0 findings · 9.0s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
8 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Sep 12, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
| 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 490 findings across every scanner that examined this package. 6 of 8 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 9 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
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.
372 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 14 more · Files: /repo/tests/unit/jira/test_search.py, tests/unit/servers/test_confluence_server.py, tests/unit/servers/test_jira_server.py and 50 more · reported by cisco-skill-scanner, agent-audit-kit
13 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: TOOL_ABUSE_UNDECLARED_NETWORK, FILE_MAGIC_MISMATCH, SOCIAL_ENG_VAGUE_DESCRIPTION and 1 more · Files: /repo/repo/AGENTS.md, /repo/tests/repo/tests/README.md, /repo/CLAUDE.md and 5 more · reported by cisco-skill-scanner
12 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-AGENT-TRUST-002, AAK-GHA-IMMUTABLE-001, MANIFEST_INVALID_NAME · Files: .github/workflows/claude.yml, .github/workflows/tests.yml, .github/workflows/docker-publish.yml and 4 more · reported by agent-audit-kit, 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 AAK-SECRET-004
Files: src/mcp_atlassian/utils/oauth.py, src/mcp_atlassian/confluence/config.py, src/mcp_atlassian/jira/comments.py and 1 more · reported by agent-audit-kit
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
8 The model did not answer for these findings.
Rules: AAK-OAUTH-007 · Files: tests/conftest.py, tests/utils/oauth_dcr_harness.py, tests/unit/utils/test_oauth.py and 5 more · reported by agent-audit-kit
1 The model gave no reason we were willing to publish, and a verdict without one is not usable evidence.
Rules: AAK-MCP-SSRF-001 · Files: tests/unit/servers/test_oauth_proxy_dcr_e2e.py · reported by agent-audit-kit
Critical shell execution and SSRF vulnerabilities detected.
The artifact contains critical vulnerabilities including shell execution in `scripts/mcp_wire_probe.py` and Server-Side Request Forgery (SSRF) in `src/mcp_atlassian/servers/jira.py`. Multiple high-severity findings indicate potential credential exposure and network egress with secrets in various `mcp_atlassian` modules. Additionally, several modules exhibit high-severity resource abuse via infinite loops.
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-OAUTH-006
Files: scripts/oauth_authorize.py, src/mcp_atlassian/utils/oauth.py, src/mcp_atlassian/utils/oauth_setup.py · reported by agent-audit-kit
3 AAK-SPLUNK-TOKLOG-001
Files: src/mcp_atlassian/utils/oauth.py, src/mcp_atlassian/servers/dependencies.py, src/mcp_atlassian/servers/main.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/jira/forms_api.py, src/mcp_atlassian/servers/main.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 opt.nerlo-rules.nerlo-bind-all-interfaces
Files: /repo/scripts/oauth_authorize.py, /repo/src/mcp_atlassian/utils/oauth_setup.py · reported by nerlo-behavioral
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-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml · 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-007
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-STDIO-001
Files: scripts/mcp_wire_probe.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