IkarusAILabs

IkarusAILabs/SafeAI

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

7 good first / help-wanted issues · Python · last activity Oct 3, 2026

29 stars 29 forks 29 watchers Python Apache License 2.0
agent-security agent-security-scanner agentic-ai agentic-ai-security ai-agent-security ai-security ai-security-governance ai-security-tool attack-surface devsecops owasp owasp-llm-top-10 prompt-injection sarif sarif-report sast security-scanner static-application-security-testing
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7 Open Issues Need Help Last updated: Oct 3, 2026

Open Issues Need Help

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[Good First Issue] Security review: authority gate fail-closed guarantees 2 days ago
good first issue security
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
Curated Good First Issues 7 days ago
good first issue
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
[Good First Issue] Detect Microsoft Teams integration 21 days ago
good first issue
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
Add adversarial authority attribution fixtures 21 days ago
help wanted
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
Improve HTML presentation of Authority Evidence Benchmark results 21 days ago
help wanted good first issue
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
Expand authority attribution benchmark corpus with additional framework fixtures 21 days ago
help wanted good first issue
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing
[Good First Issue] Security review: exception scope-escape paths 21 days ago
good first issue security
IkarusAILabs/SafeAI
29

Static analysis and attack-surface scanner for AI agents — SAST for prompts, tools, MCP servers, and agent workflows. Detects capabilities, prompt risks, tool permissions, and governance gaps before deployment.

Python
#agent-security#agent-security-scanner#agentic-ai#agentic-ai-security#ai-agent-security#ai-security#ai-security-governance#ai-security-tool#attack-surface#devsecops#owasp#owasp-llm-top-10#prompt-injection#sarif#sarif-report#sast#security-scanner#static-application-security-testing