mdfifty50-boop

An MCP server for managing MCP server registries with health checks, duplicate detection, and configuration portability. It helps prevent MCP sprawl by tracking

Runtime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP.

MCP server for Word document (.docx) creation and manipulation — the production-grade document automation tool for AI agents.

Provides GCC regulatory intelligence including ZATCA e-invoicing, Arabic NLP, UAE Corporate Tax, and compliance tools for AI agents via the Model Context Protoc

MCP server for writing structured traces, spans, and decisions, enabling observability and EU AI Act traceability compliance for AI agent tasks.

MCP server for agent-native secrets management that stores encrypted secrets with AES-256-GCM, issues short-lived scoped tokens, and injects secrets into reques

MCP server for recording, replaying, and comparing agent sessions to debug non-deterministic behavior and detect divergence.

MCP server for tracking and managing costs per AI agent, with budget alerts, anomaly detection, and model cost comparison.

MCP server for agent-to-agent communication -- capability discovery, task delegation, and result aggregation across MCP agents.

Enables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.

MCP server that enforces multi-agent scope boundaries. Prevents scope drift, work duplication, and infinite delegation loops in agentic systems.

Injects structured professional domain expertise into AI agents, providing access to decision frameworks, workflows, terminology, and regulatory context across

Enables EU AI Act compliance for AI agent systems by providing risk classification, audit trails, gap analysis, and evidence package generation.

Provides unified AI agent observability including tracing, cost tracking, performance monitoring, anomaly detection, and audit trails via MCP.

Security scanning, prompt injection detection, secret leak detection, and agent permission auditing for AI agent workflows.

MCP server providing GCC regulatory intelligence, ZATCA e-invoicing, Arabic NLP, and compliance tools for AI agents

Agent self-improvement and reflection MCP server — decision logging, pattern analysis, performance tracking