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io.github.Hiroshi-Ichiyanagi/kagami

Official4 tools

by Hiroshi-Ichiyanagi

Deterministic prompt-injection detector; signed, offline-verifiable verdicts. Not an LLM.

io.github.Hiroshi-Ichiyanagi/kagami MCP Server

The MCP server io.github.Hiroshi-Ichiyanagi/kagami provides a deterministic prompt-injection detector. It is described as signed and capable of producing offline-verifiable verdicts. The project is explicitly noted as not an LLM, focusing on detection rather than text generation.

🛠️ Key Features

  • Deterministic prompt-injection detection
  • Signed verdicts
  • Offline-verifiable outcomes
  • Not an LLM

🚀 Use Cases

  • Checking whether prompts include signs of prompt injection
  • Enabling verification of detection results without network dependencies

⚡ Developer Benefits

  • Deterministic (repeatable) detection behavior
  • Verification of verdicts via offline methods
  • Clear non-LLM scope for security-focused workflows

⚠️ Limitations

  • Limited to prompt-injection detection; not designed for general language model tasks
io.github.Hiroshi-Ichiyanagi/kagami - agentage MCP Catalog