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Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

xmpuspus/cloudwright MCP server](https://glama.ai/mcp/servers/xmpuspus/cloudwright/badges/score.svg)](https://glama.ai/mcp/servers/xmpuspus/cloudwright) 🐍 ☁️ - Natural-language cloud architecture intelligence for AWS, GCP, Azure, and Databricks.

README.md

Cloudwright

Describe a cloud architecture in English. Get Terraform, costs, and a compliance check.

![PyPI](https://pypi.org/project/cloudwright-ai/) ![CI](https://github.com/xmpuspus/cloudwright/actions/workflows/ci.yml) ![License: MIT](LICENSE) ![Python 3.12+](https://pypi.org/project/cloudwright-ai/) ![xmpuspus/cloudwright MCP server](https://glama.ai/mcp/servers/xmpuspus/cloudwright)

<p align="center"><img src="examples/cloudwright-hero.gif" alt="A terminal runs cloudwright init, cost, compliance and plan. The compliance table maps every finding to a HIPAA and SOC 2 control ID. The plan step ends on a DEPLOYABLE verdict from terraform validate." width="820"></p>

pip install 'cloudwright-ai[cli]'
export ANTHROPIC_API_KEY=sk-ant-...
cloudwright design "HIPAA healthcare API on AWS with Postgres and Redis"

Cloudwright turns one line of English into a typed spec, a cost breakdown, a control-mapped compliance report, and infrastructure code. It covers AWS, GCP, Azure and Databricks across 114 service keys. Only design, modify, chat and adr call a model. Every other command runs offline and needs no API key.

Quickstart &middot; Compliance &middot; Agents &middot; Docs &middot; Changelog

A prompt produces a spec, a cost, a control-mapped report, and Terraform

  • Spec. Typed YAML you commit, diff and review. Everything below reads from it.
  • Cost. Per component and region-aware, with a confidence flag on every line.
  • Compliance. HIPAA, SOC 2, PCI-DSS, FedRAMP, GDPR, ISO 27001 and NIST 800-53 control IDs.
  • Infrastructure code. Terraform, OpenTofu, Pulumi (TypeScript or Python) and CloudFormation.
  • Diagrams. ASCII, Mermaid, D2, and a web canvas you can edit by hand.
  • An MCP server, so any coding agent runs the same checks inside its own loop.

Exports carry safe defaults. S3 gets a public-access block, SSE and versioning. RDS gets encryption, multi-AZ and deletion protection. EC2 gets IMDSv2. A compliance framework overrides the workload profile, and always forces encryption and high availability.

Quickstart

cloudwright design "HIPAA healthcare API on AWS with Postgres and Redis"
cloudwright cost spec.yaml --workload-profile medium
cloudwright compliance spec.yaml --frameworks hipaa,soc2
cloudwright export spec.yaml --format terraform -o ./infra
cloudwright plan spec.yaml --target terraform          # proves it deploys, never applies
cloudwright chat --web                                 # canvas at http://localhost:8765

Add --json before any subcommand for machine-readable output, or --stream to watch tokens arrive. Set ANTHROPIC_API_KEY or OPENAI_API_KEY for the four commands that need a model.

Every finding carries the control ID it violates

<p align="center"><img src="examples/cloudwright-controls-web-demo.gif" alt="The web canvas Compliance tab shows a per-framework table for HIPAA, SOC 2 and FedRAMP. Each row carries satisfied and violated control IDs. The Plan tab then returns a DEPLOYABLE verdict." width="820"></p>

Other tools scan infrastructure after you deploy it. Cloudwright maps each finding to its control before any resource exists. The fix then costs a spec edit, not a change ticket. HIPAA 164.312(a)(2)(iv), SOC 2 CC6.1 and FedRAMP SC-28 come from the built-in scanner, with no extra tooling. Checkov folds into the same report when it sits on your PATH.

  • --oscal writes an OSCAL 1.1.2 component-definition with deterministic UUIDs.
  • --traceability prints the chain from component to resource to control to status.
  • cloudwright plan runs terraform validate against the export, and never applies.

The review needs no API key and no network

<p align="center"><img src="examples/cloudwright-review-demo.gif" alt="cloudwright review prints a severity-ranked table for the patient-portal spec. It scores the spec 39 out of 100, with 15 findings and 8 blocking. A second command traces each component and Terraform resource to a violated HIPAA control." width="760"></p>

cloudwright review runs the scorer, the linter and the validator over a spec, and returns one severity-ranked report. The same three critics run inside cloudwright design. When blocking findings survive generation, the architect repairs the spec once and records the change in spec.metadata.critique. Pass Architect(repair=False) to turn that off.

Canvas edits never call the model, so they are instant and free

<p align="center"><img src="examples/cloudwright-smart-canvas-demo.gif" alt="The web canvas with a boundary-aware diagram. A catalog drawer adds an ElastiCache node, a side panel edits its label and config, and the cost total updates." width="820"></p>

Add, drag, connect, edit and delete are deterministic frontend mutations. The Catalog drawer serves the resource list per provider and five approved multi-resource modules. Its standards check flags orphan connections, partial modules and missing tags. An intact module exports as a single Terraform module block, with the catalog's pinned source and version.

One MCP server reaches 11 coding agents

cloudwright integrate --harness claude-code       # exact wiring, in that client's format
cloudwright integrate --harness cursor --write    # merge it into the right file
cloudwright integrate --rules --agent-file claude # a gate block for CLAUDE.md

Do not hand-write the config. cloudwright integrate emits it for Claude Code, Cursor, Cline, Windsurf, GitHub Copilot, Zed, Codex CLI, Junie, Kiro and Antigravity. Aider gets a CLI-pipe recipe instead, because it speaks no MCP. Every client wants a different shape: Zed wants context_servers, Copilot wants servers, and Codex wants a TOML table.

The server exposes 22 tools in 9 groups: design, cost, validate, analyze, export, session, review, compliance and plan. Full matrix in docs/integrations.md.

Nine offline commands grade, scan and compare a spec

lint runs 10 anti-pattern checks. score grades 5 dimensions. analyze reports blast radius and single points of failure. policy enforces policy-as-code with 9 built-in rules. security scans the spec and the exported HCL. drift compares a design against a tfstate, and --remediate turns the gap into a cost, compliance and plan preview.

review, compliance and plan are above. See docs/cli-reference.md.

Python API

from cloudwright import ArchSpec
from cloudwright.cost import CostEngine
from cloudwright.validator import Validator
from cloudwright.exporter import export_spec

spec = ArchSpec.from_file("spec.yaml")
priced = CostEngine().estimate(spec, workload_profile="medium")
findings = Validator().validate(spec, compliance=["hipaa", "pci-dss"])
hcl = export_spec(spec, "terraform", output_dir="./infra")

v1.9.0 gave the diagram arrowheads and got the canvas off React Flow's defaults

Measured by driving all 16 init templates through the running app, and 8 interactions at 1920, 1440 and 390px.

  • Every connection draws an arrowhead. The computed markerEnd was none on every edge.
  • Connection lines clear 3:1 contrast. They ran at 1.42:1 in light and 1.81:1 in dark.
  • The canvas fits a phone. The 0.5 zoom floor left 2 of 8 nodes off the pane at 390px; the floor is 0.12.
  • A drag inside a VPC pans the canvas. It used to drag the box out of shape and save nothing.
  • A node moves the distance you drag it. A tight boundary plus extent: "parent" allowed 5 to 10px.
  • Connections stop hiding behind cards. 17 of them did across the 16 templates; 5 still do.

Earlier releases added control-ID mapping and plan (v1.5.0), the self-correcting architect and OSCAL (v1.6.0), cloudwright integrate (v1.7.0), and the dark theme and responsive layout (v1.8.0). Full history in CHANGELOG.md.

Compatibility

  • Python 3.12+
  • Models: Anthropic (Claude Sonnet, Haiku) and OpenAI (GPT-5+ family), auto-detected from env.
  • Clouds: AWS, GCP, Azure, Databricks. 114 service keys total.
  • Install variants: cloudwright-ai[cli], cloudwright-ai[web], cloudwright-ai-mcp.

Contributing, license, changelog

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