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• Inference AIops

  Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local dcat:llm-inference

• k8s AIops

  Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local dcat:infrastructure

• MinIO AIops

  Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Monitoring AIops

  Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• MySQL AIops

  Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local dcat:infrastructure

• Network AIops

  Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Nutanix AIops

  Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Observability AIops

  Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• OT AIops

  Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Postgres AIops

  Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local dcat:infrastructure

• Proxmox AIops

  Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Proxy AIops

  Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Queue AIops

  Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local dcat:infrastructure

• TrueNAS AIops

  Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• Veeam AIops

  Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo guards.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• XCP-ng AIops

  Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• io.github.AJSMonty/adobe-mcp

  Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local

• Google News & Trends MCP

  Query Google News RSS feeds and search interest over time via Google Trends.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry local

• Grounded Reasoning

  Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• openDAW MCP

  262 MCP tools for agent-native control of openDAW, a browser-based DAW

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:oci local

• io.github.AMMAR-62/mewcp-google-calendar

  Schedule smarter - create, search, and manage Google Calendar events through AI.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:oci local dcat:productivity

• io.github.ANHQ280/myinvois-mcp

  Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, change-diffs.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local dcat:government-legal

• XAPS MCP Server

  Pre-execution audit for autonomous agents. Independent receipt before irreversible actions.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• io.github.APonkratov/yandex-tracker-mcp

  MCP server for Yandex Tracker API.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:oci local

• Claude KVM

  MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local dcat:documents

• io.github.ARCXS-Protocol/mcp-server

  The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transactions. No middleman fees.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local dcat:productivity

• AI Scanner

  Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local dcat:devtools

• io.github.AaronVick/echorift-mcp

  MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter)

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:npm local

• getMe MCP Server

  An MCP server that exposes getMe key-value operations as MCP tools

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local

• io.github.Abhigyan-Shekhar/Waggle-mcp

  Persistent graph-backed conversational memory for AI agents.

  mcp-registry.modelcontextprotocol.io

  mcp mcp-registry package:pypi local