"APK逆向工程技术与工具" matching MCP servers:

• 

  ack-mcp-serverofficial

  aliyun

  A

  license

  -

  quality

  C

  maintenance

  阿里云容器服务MCP Server，将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集，支持通过自然语言与AI助手交互完成复杂的容器运维任务。

  Last updated 2026-04-29

  116

  Apache 2.0

• MCP Terminal Monitor

  pavanvzm

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.

  Last updated 2026-07-08

  5

  MIT

• Bugsink MCP Server

  j-shelfwood

  A

  license

  B

  quality

  F

  maintenance

  Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.

  Last updated 2026-01-12

  16

  1,133

  14

  MIT

• grafana-mcp

  Jason-Shi-1

  F

  license

  B

  quality

  C

  maintenance

  An MCP server that gives Bob direct access to your Grafana instance — dashboards, datasources, queries, alerting rules, and more.

  Last updated 2026-07-16

  22

• graylog-mcp

  anpy-j

  A

  license

  -

  quality

  C

  maintenance

  Provides a standardized MCP interface for querying Graylog logs, enabling AI agents to search, diagnose, and correlate runtime logs with code via configurable profiles.

  Last updated 2026-07-17

  MIT

• runmeter

  Aptica-Solutions

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.

  Last updated 2026-07-12

  MIT

• SpineFrame

  Ratnaditya-J

  A

  license

  -

  quality

  -

  maintenance

  SpineFrame is a audit-grade runtime that gives AI agents auditable provenance — every tool call, every piece of evidence, every decision is traced, policy-checked, and cryptographically signed. Signed evidence chains, compliance pipelines, and tool-call tracing that survives regulatory scrutiny.

  Last updated 2026-03-27

• ikuai-mcp

  beck-8

  A

  license

  -

  quality

  D

  maintenance

  MCP server for interacting with iKuai routers, enabling Claude to query system status, manage devices, and configure router settings via natural language.

  Last updated 2026-04-02

  MIT

• Sentinal MCP

  Musaraf-M

  A

  license

  -

  quality

  B

  maintenance

  Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

  Last updated 2026-05-06

  3

  2

  MIT

• Kibana Log Analysis & API

  sid-s-s

  -

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to search Elasticsearch logs, retrieve log details, analyze service health, scan local codebases for APIs, and create Kibana dashboards.

  Last updated 2026-03-24

• hetrixmcp

  khrns-r

  F

  license

  -

  quality

  C

  maintenance

  Enables interacting with the HetrixTools API v3 to manage blacklists, uptime monitors, status pages, scheduled maintenance, and server agents via natural language.

  Last updated 2026-07-14

• ai-log-mcp-server

  jeff-dev-1

  F

  license

  -

  quality

  B

  maintenance

  Enables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.

  Last updated 2026-06-22

• Hardware Monitor MCP Server

  paresh-p-crest

  F

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to query real-time system metrics like CPU, RAM, disk, and battery usage, and check performance thresholds.

  Last updated 2026-06-17

• API Health Check MCP Server

  eiabhiram

  F

  license

  B

  quality

  D

  maintenance

  Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.

  Last updated 2025-11-28

  1

• Observability Agent MCP

  hmrdkn-labs

  A

  license

  B

  quality

  A

  maintenance

  A portable, read-only Model Context Protocol server for turning observability data into bounded evidence that AI agents can inspect safely.

  Last updated 2026-07-21

  7

  Apache 2.0

• MCP-Airflow-API

  call518

  A

  license

  C

  quality

  C

  maintenance

  Monitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb2

  Last updated 2026-07-16

  54

  49

  MIT

• API Status Check MCP Server

  shibley

  A

  license

  C

  quality

  C

  maintenance

  Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.

  Last updated 2026-02-26

  5

  4

  1

  MIT
• 

  LogicMonitor MCP Serverofficial

  logicmonitor

  A

  license

  -

  quality

  C

  maintenance

  Provides secure access to the LogicMonitor API, enabling AI assistants to manage monitoring infrastructure through natural language commands.

  Last updated 2026-05-11

  24

  5

  Mozilla Public 2.0
• 

  uptrack-mcpofficial

  Uptrack-App

  A

  license

  -

  quality

  C

  maintenance

  MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents like Claude, ChatGPT, and Cursor.

  Last updated 2026-05-06

  3

  MIT

• Proms MCP Server

  app-sre

  A

  license

  -

  quality

  D

  maintenance

  A lean MCP server that provides LLM agents with transparent access to multiple Prometheus instances for metrics analysis and SRE operations.

  Last updated 2025-08-27

  4

  GPL 2.0