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Public story · 2026-02-25 · source-backed
Three scanning engines: YARA rules, LLM-as-a-judge, and Cisco AI Defense inspect. New behavioral code threat analysis tracks untrusted data across functions. Also includes production readiness scanning. Enterprise-grade answer to the MCP security crisis. (GitHub)
Each link below shares sources, entities, or timing with this story.
LLM uses OpenAI / Shared entities / Same source / What happened next
Linked by a graph relationship (LLM uses OpenAI); both cover Cisco MCP Scanner, GitHub, LLM, YARA; cite the same source (GitHub).
Claude Code uses MCP / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Claude Code uses MCP); both cover GitHub, LLM, MCP; reported by the same outlet (github.com).
Codex CLI uses MCP / Shared entities / Same source domain / What happened next / Tension
Linked by a graph relationship (Codex CLI uses MCP); both cover GitHub, LLM, MCP; reported by the same outlet (github.com).
Cisco criticizes MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Cisco criticizes MCP); both cover GitHub, LLM; reported by the same outlet (github.com).
LLM uses OpenAI / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (LLM uses OpenAI); both cover Enterprise, GitHub; reported by the same outlet (github.com).
MCP uses Docker / Shared entities / Same source domain / What happened next
Linked by a graph relationship (MCP uses Docker); both cover GitHub, LLM, MCP; reported by the same outlet (github.com).
Microsoft supports MCP / Shared entities / Same source domain / What happened next
Linked by a graph relationship (Microsoft supports MCP); both cover Enterprise, GitHub, MCP; reported by the same outlet (github.com).
Claude Code uses MCP / Shared entities / Same source domain / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover GitHub, LLM, MCP; reported by the same outlet (github.com).