princeruhulofficial

MCP server that makes AI agents accountable — reliability scores, action logs, audit reports & anomaly detection. Zero API cost. Built for entrepreneurs who want trustworthy AI.

MCP server that detects, compresses and optimizes tool schemas to fight context window bloat and save tokens for AI agents

MCP Server that lets AI agents track tool-call success rates and generate reliability reports. Zero-cost, pure computation. Daily AI project for Prevalid.

MCP server that validates tool outputs, sanitizes data, scores reliability and creates audit logs – for safer, accountable AI agents

MCP server that audits tool descriptions for LLM reliability — detects smells, scores quality, and rewrites for better agent accuracy. Zero API cost.

MCP server that detects, compresses and optimizes tool schemas to fight context window bloat and save tokens for AI agents

MCP server that validates tool outputs, sanitizes data, scores reliability and creates audit logs – for safer, accountable AI agents

MCP server that makes AI agents more reliable — score tool descriptions, estimate token costs, simulate tool choice, and generate tests.

MCP server that helps AI agents manage, compress and prioritise long contexts to save tokens and stay focused – free & local-first