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maintenanceMCP server exposing AI agent observability tools: list, inspect, and deterministically replay recorded agent execution traces for debugging failures.
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Apache 2.0
77,058 servers. Updated
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"A clean web agent named x402-cleanweb-agent" matching MCP servers:
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- AlicenseNot gradedqualityCmaintenanceAn MCP server that provides append-only, tamper-evident local receipts for AI agent actions, capturing command executions, outputs, and handoff evidence.MIT
- FlicenseNot gradedqualityAmaintenanceLocal-first observability for AI agent stacks. Provides MCP tools for agents to check health, shadow configs, and burnout metrics proactively.1
- AlicenseAqualityBmaintenanceMCP server for AI agent observability, providing trace and span logging, search, latency/tokens/cost metrics, and anomaly detection using an in-memory buffer.633MIT
- AlicenseAqualityDmaintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.61MIT
- AlicenseAqualityDmaintenanceAnalyzes AI agent traces to diagnose failures, score performance, and provide actionable fixes using tools like judge_trace and trace_breakdown.32MIT
- AlicenseBqualityBmaintenanceLocal MCP server for observing and controlling an authorized Android device over USB using ADB and scrcpy, providing screen capture, UI automation, app inspection, logcat, and evidence recording.295982MIT
- AlicenseNot gradedqualityDmaintenanceA supply-side operations diagnostic MCP server for bid rate analysis, IVT detection, and ads.txt compliance.4MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to inspect and manage Linux kernel-level eBPF security policies, including real-time status monitoring, policy retrieval, dynamic rule injection, and pre-execution SQL/syscall validation via natural language.1MIT
- AlicenseNot gradedqualityDmaintenanceMCP server for tracking and managing costs per AI agent, with budget alerts, anomaly detection, and model cost comparison.59MIT
- AlicenseNot gradedqualityDmaintenanceEnables real-time communication and orchestration of multiple AI agents with a web dashboard for monitoring agent activities, tasks, and artifacts.MIT
- AlicenseNot gradedqualityBmaintenanceMCP server that analyzes AI agent execution logs to calculate reliability scores, detect failure patterns, and suggest concrete improvements for making AI agents more reliable.MIT
- FlicenseNot gradedqualityBmaintenanceEnables natural language queries for AWS CloudWatch logs, metrics, and alarms via an LLM agent with MCP tools.
- FlicenseNot gradedqualityCmaintenanceMCP-based production monitoring agent for manufacturing OEE, providing real-time monitoring, downtime root-cause analysis, and automated alerts through integration with SQL Server, MES APIs, and incident management systems.
- FlicenseNot gradedqualityBmaintenanceLogs AI agent actions, computes reliability scores, generates audit reports, detects anomalies, and estimates risk to ensure agent accountability.
- FlicenseNot gradedqualityAmaintenanceLocal-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause diagnosis on user-approved Parquet data while preserving privacy.
- FlicenseNot gradedqualityCmaintenanceEnables querying Google Search Console data, Core Web Vitals, and PageSpeed insights from the terminal or via MCP tools.
- FlicenseAqualityCmaintenanceEnables AI agents to manage prompts and sessions via the ai-agent-logs API, with tools for health checks, login, listing/creating prompts, and retrieving sessions.6
- AlicenseAqualityFmaintenanceUnified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.171MIT