The whole Cloudflare API — 2,500+ endpoints — behind two tools. The agent writes JavaScript instead of picking from a tool list, cutting the context cost by about 99.9%.
Cloud & Infrastructure MCP Servers
Cloud platforms and observability.
MCP servers in Cloud & Infrastructure
Query SigNoz metrics, traces, logs, alerts and dashboards in natural language — and create alerts, dashboards and saved views back, with deep links into the UI.
ClickHouse's observability MCP server — investigate logs, traces and metrics with semantic tools rather than raw SQL, hosted or self-hosted.
Vanta's official remote MCP server — query controls, tests, vendors, vulnerabilities and policies across SOC 2 and ISO 27001, and remediate failing tests from your agent.
Turso's hosted MCP server — manage Turso Cloud databases, branch them point-in-time and run SQL from a coding agent, authorised over OAuth with no API token to paste.
Google's official Firebase MCP server — 70+ tools across Firestore, Auth, Crashlytics, Cloud Functions, Storage, Messaging and Remote Config, shipped inside the Firebase CLI.
Nutanix's official open-source MCP server: 1,000+ Prism Central V4 API operations across 19 namespaces, read-only by default and audit-logged.
AWS's managed MCP server: call any AWS API, run sandboxed Python against your account, and load AWS agent skills on demand — under IAM, CloudWatch and CloudTrail.
Google's official MCP server for driving the gcloud CLI from natural language, with allowlist and denylist controls over which commands an agent may run.
Google's open-source MCP server for enterprise databases — one binary that fronts AlloyDB, BigQuery, Spanner, Postgres, MySQL, Oracle, MongoDB, Snowflake and more.
Datadog's official managed MCP server — query logs, metrics, traces, incidents and dashboards from an AI agent, inside your existing Datadog permissions.
Official Grafana MCP server: search and edit dashboards, query Prometheus, Loki and Pyroscope, and work with alerts, incidents and on-call from an agent.
Red Hat's MCP server for Ansible Automation Platform: let AI agents inspect inventories, run jobs and check compliance, with platform RBAC still enforced.
MCP: Astro Airflow MCP Server
by Astronomer
Astronomer's MCP server for Apache Airflow: 30+ tools over the Airflow REST API, with consolidated helpers that explore a DAG, diagnose a failed run or summarise system health in a single call. Works with Airflow 2.x and 3.x.
MCP: Checkly MCP Server
by Checkly
Checkly's hosted MCP server gives an agent read access to your synthetic monitoring account — check health, failing results, test sessions, Rocky AI root-cause analyses, incidents and status pages — over streamable HTTP with OAuth.
MCP: Vantage MCP Server
by Vantage
Official Vantage MCP server: ask an AI assistant about your cloud costs, usage, tagging and budgets across AWS, Azure, GCP and more — hosted with OAuth or self-hosted via npx.
MCP: Memfault MCP Server
by Memfault (Nordic Semiconductor)
Remote MCP server for Memfault (Nordic Semiconductor) exposing 18 read-only tools over device fleet telemetry — device vitals, timeseries, crash issues, traces, metrics and software versions.
MCP: ROS MCP Server
by robotmcp
Drive real robots from an AI assistant. Bridges MCP clients to ROS 1 and ROS 2 through rosbridge — publish topics, call services, send action goals and read sensors with no change to robot code.
MCP: Splunk MCP Server
by Splunk
Splunk's own MCP server, hosted inside your Splunk deployment, letting agents write SPL from natural language and run searches under existing RBAC.
MCP: Fly.io
by Fly.io
Fly.io's MCP server, built into flyctl — provision and inspect Fly apps from an agent, with subcommands that also deploy and proxy other MCP servers onto Fly machines.
MCP: Axiom
by Axiom
Axiom's official MCP server — query event data with APL, read dataset schemas, and create or edit dashboards, monitors and notifiers from an agent.
MCP: incident.io
by incident.io
incident.io's official hosted MCP server — reach incidents, alerts, on-call schedules, the catalog and workflows from Claude, Cursor or any MCP client over OAuth.
MCP: Doppler
by Doppler
Doppler's official MCP server — let an agent list projects, read and write secrets, manage configs and review activity logs, scoped by the token you give it.
MCP: Inngest MCP Server
by Inngest
Inngest's official MCP servers for Cloud and the local Dev Server — inspect functions, replay runs, send test events and query Insights from a coding agent.
MCP: Secure MCP Tunnel Client
by OpenAI
OpenAI's customer-run tunnel client: reach a localhost or private-network MCP server from ChatGPT, Codex, the Responses API and AgentKit without opening an inbound firewall rule.
MCP: Dynatrace Managed MCP Server
by Dynatrace
MCP server for self-hosted Dynatrace Managed deployments — problems, vulnerabilities, entities, SLOs, logs and metrics from one or many clusters, in stdio or remote mode.
MCP: Rootly
by Rootly
Rootly's official MCP server for incident management and on-call — declare and update incidents, page the right responder, and pull timelines and retrospectives into an agent session.
MCP: Prefect
by Prefect
Prefect's official read-only MCP server for inspecting flow runs, deployments and automations on Prefect Cloud or self-hosted, with a docs proxy for current CLI and SDK guidance.
MCP: Railway
by Railway
Railway's official MCP server, bundled with the Railway CLI — 40+ tools for projects, services, deployments, variables, domains and observability, with destructive actions gated behind explicit confirmation.
MCP: Automox MCP Server
by Automox
Automox's official MCP server for endpoint management — 130+ tools over devices, patches, policies, groups and audit data, self-hosted or on Automox's hosted endpoint.
MCP: HashiCorp Vault MCP Server
by HashiCorp
HashiCorp's official MCP server for Vault: manage secret engine mounts, read and write KV secrets, and drive the PKI engine — issuers, roles and certificates — from an agent.
MCP: Argo CD MCP Server
by argoproj-labs
Argo CD's MCP server from argoproj-labs — list and sync applications, walk the resource tree and read workload logs in natural language.
MCP: Runpod MCP Server
by Runpod
Runpod's official MCP server for driving GPU infrastructure — create and manage Pods, Serverless endpoints, templates and network volumes from an AI client.
MCP: Render
by Render
Render's official MCP server — create and inspect web services, static sites, cron jobs, Postgres and key-value instances, pull logs and metrics, and run read-only SQL against a Render-hosted database.
MCP: New Relic MCP Server
by New Relic
New Relic's official hosted MCP server — query telemetry with NRQL or natural language, investigate alerts and incidents, and assess deployment impact from your agent.
MCP: Okta MCP Server
by Okta
Okta's official open-source MCP server: manage users, groups, apps, policies and branding in your Okta org from an AI agent, with scope-gated tools and confirmation on destructive actions.
MCP: Fastly MCP Server
by Fastly
Fastly's official MCP server — manage CDN services, deploy Compute, read real-time metrics and troubleshoot edge configuration through natural language.
MCP: NetBox MCP Server
by NetBox Labs
NetBox Labs' official read-only MCP server — query your network source of truth by object type and filter, and read the change audit trail from an agent.
MCP: Pulumi MCP Server
by Pulumi
Pulumi's official MCP server: search your Pulumi Cloud resources, read the provider registry while generating infrastructure code, and delegate work to the Pulumi Neo agent.
Official Google server exposing Google Cloud Observability to agents — querying logs, metrics and traces from a Google Cloud project without leaving the assistant.
MCP: Honeycomb MCP Server
by Honeycomb
Honeycomb's hosted MCP server — query traces, metrics, logs and events, run BubbleUp, and read Boards, Triggers and SLOs from an AI agent.
MCP: Hostinger API MCP Server
by Hostinger
Hostinger's official MCP server, shipping 278 tools across VPS, hosting, domains, DNS, mail, WordPress and billing — split into per-domain binaries you can scope down.
MCP: Netlify
by Netlify
Netlify's official MCP server, wrapping the Netlify API and CLI so agents can create projects, deploy, manage secrets, extensions and access controls.
MCP: Terraform
by HashiCorp
HashiCorp's official MCP server for the Terraform Registry, HCP Terraform and Terraform Enterprise — providers, modules, policies and workspace operations.
MCP: DigitalOcean
by DigitalOcean
DigitalOcean's official MCP server — deploy apps and manage Droplets, databases, and storage conversationally.
MCP: Heroku
by Heroku
Heroku's official MCP server — manage apps, dynos, add-ons, config, and logs from an AI client.
MCP: AWS Labs MCP
by AWS Labs
AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.
MCP: Azure
by Microsoft
Microsoft's official Azure MCP server — manage cloud resources and query monitoring data conversationally.
MCP: Kubernetes MCP Server
by containers (Red Hat)
Native Go MCP server for Kubernetes and OpenShift — talks to the API server directly, no kubectl required.
MCP: Vercel
by Vercel
Vercel's official remote MCP server — search docs, manage projects and deployments, read build logs, and query Web Analytics.
MCP: Cloudflare
by Cloudflare
Cloudflare's catalogue of managed remote MCP servers — docs, Workers bindings and builds, observability, Radar, Browser Run, AI Gateway, CASB and more, each on its own OAuth endpoint.