docx-forge-mcpWorkplace & ProductivityFile Systemsmdfifty50-boopAlicenseAqualityDmaintenanceMCP server for Word document (.docx) creation and manipulation — the production-grade document automation tool for AI agents. Last updated 2026-04-24926MIT
qc-validator-mcpTesting & QA ToolsAI & Machine Learningmdfifty50-boopAlicenseAqualityDmaintenanceRuntime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP. Last updated 2026-04-24643MIT
compliance-shield-mcpLegal & ComplianceSecuritymdfifty50-boopAlicense-qualityDmaintenanceEnables EU AI Act compliance for AI agent systems by providing risk classification, audit trails, gap analysis, and evidence package generation. Last updated 2026-04-2437MIT
scope-guard-mcpAgent OrchestrationAutonomous Agentsmdfifty50-boopAlicense-qualityDmaintenanceMCP server that enforces multi-agent scope boundaries. Prevents scope drift, work duplication, and infinite delegation loops in agentic systems. Last updated 2026-04-2438MIT
agentic-observability-mcpMonitoringObservabilitymdfifty50-boopAlicense-qualityDmaintenanceProvides unified AI agent observability including tracing, cost tracking, performance monitoring, anomaly detection, and audit trails via MCP. Last updated 2026-04-2430MIT
token-lens-mcpDeveloper ToolsCode Analysismdfifty50-boopAlicense-qualityDmaintenanceEnables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions. Last updated 2026-04-2438MIT
trace-forge-mcpObservabilityMonitoringAI & Machine Learningmdfifty50-boopAlicense-qualityDmaintenanceMCP server for writing structured traces, spans, and decisions, enabling observability and EU AI Act traceability compliance for AI agent tasks. Last updated 2026-04-2430MIT