A
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qualityD
maintenanceA flight recorder for Claude Code that captures tool calls and observations into a SQLite database, then classifies them into a distilled timeline for incident troubleshooting.
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MIT
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"An introduction to prompt engineering" matching MCP servers:
- Alicense-qualityAmaintenanceEnables AI agents to manage a Canonical Landscape estate, including inventory, alerts, patching, and script execution, with built-in safety layers to prevent accidental destructive actions.Last updated1MIT
- Flicense-qualityDmaintenanceProvides AI agents with real-time access to live Azure infrastructure, including AKS cluster health, resource management, policy validation, and Terraform analysis through a Model Context Protocol interface.Last updated
- AlicenseBqualityCmaintenanceMCP Server for notify to telegram / weixinLast updated2128MIT
- AlicenseAqualityBmaintenanceMCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.Last updated91278MIT
- AlicenseAqualityAmaintenanceAn MCP server that exposes Claude Code's real-time rate limit usage so that an orchestrator can check remaining capacity before launching subtasks.Last updated18MIT
- AlicenseAqualityCmaintenanceAn MCP server for Metrx — provides tools for construction, healthcare, logistics, manufacturing, and legal mid-market businesses to query and analyze their operational data via AI.Last updated231062MIT
Apex Log MCP Serverofficial
AlicenseAqualityCmaintenanceAn MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.Last updated31116BSD 3-Clause- AlicenseAqualityCmaintenanceAn MCP server that gives Claude read access to Umami web analytics, allowing natural language queries for stats, breakdowns, pageview trends, live visitors, and user journeys.Last updated10MIT
- AlicenseAqualityDmaintenanceAn MCP server that connects Claude to a 3CX Phone System (V20+), enabling user management, call monitoring, contact search, and forwarding configuration.Last updated22MIT
- AlicenseAqualityBmaintenanceAn MCP server that lets an agent inspect and operate Redis-backed job queues, supporting Asynq and BullMQ backends with per-state counts, job details, and state transitions.Last updated6156MIT
- AlicenseAqualityFmaintenanceAn MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.Last updated32MIT
- AlicenseAqualityBmaintenanceSession Watcher treats your prompt cache as inventory — it uses EOQ theory to tell you whether the current context is still worth carrying, and when to restart. Works with any session-based coding agent.Last updated3MIT
- AlicenseAqualityDmaintenanceUnified 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.Last updated171MIT
- AlicenseAqualityAmaintenanceAn MCP server that lets an AI agent work with an ActiveMQ Artemis broker.Last updated8101MIT
- AlicenseAqualityBmaintenanceMCP server for managing Duplicati backups from an LLM.Last updated17MIT
- AlicenseAqualityDmaintenanceEnables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.Last updated103MIT
- AlicenseAqualityDmaintenanceAn environment diagnostic and correction tool for MCP that provides detailed system insights, runtime checks, and actionable suggestions to fix common issues.Last updated1495MIT
- AlicenseAqualityDmaintenanceA server that enables AI assistants to access and query Grafana dashboards, metrics, logs, and configurations through an MCP protocol interface.Last updated106MIT
prefect-mcp-serverofficial
FlicenseAqualityBmaintenanceAn MCP server for interacting with Prefect resources, enabling AI assistants to monitor, manage, and debug workflows.Last updated1447