"author:aniruddhaadak80" matching MCP servers:

Exposes twelve typed tools over MCP-style JSON-RPC 2.0 so agents can grade a multi-turn transcript against escalating social pressure, report the turn a position moved, what it cost in verified facts, and whether it reverted once the load stopped. Also supports ranking and persisting trials, setting service load, recording decisions, exporting load-test certificates, and verifying sealed hash-chain integrity.

Enables agents to turn a real model failure into a deterministic benchmark task by forging it with exact assertions, grading the task itself across six weighted factors, and inspecting a tamper-evident SHA-384 audit trail. Exposes eleven typed JSON-RPC 2.0 tools that call the same idempotent service layer as the UI, so mutations and decisions stay sealed and reproducible.