AWS MCP servers
MCP servers that connect an AI agent to AWS: provisioning, cost data and operational tooling across AWS accounts. We have classified 100 so far, listed below and ranked by their independent trust score.
100 catalogued · how we score
AWS at a glance
- Highest score
- 92 Run402
- Median score
- 60
- Scored
- 100 of 100
- Rescanned in 7 days
- 99
remote 49 · npm 37 · pypi 22 · mcpb 5 · oci 4 · figures as of 2026-09-20 13:30 UTC · how we score
All 100 by trust score Trust score 0–100
- remote · npm 92
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
- remote 91
Threat modeling, code, API & cloud security, shadow-AI & compliance governance.
- npm 91
io.github.DownAtTheBottomOfTheMoleHole/infracost
MCP server for Infracost CLI integration - cloud cost estimates for Infrastructure as Code
- remote 90
Query cloud, AI and SaaS spend across 25+ providers: costs, budgets, anomalies, unit economics.
- remote 89
io.github.karandaid/karandeepsingh-blog
Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets.
- remote 87
Tomorrow Central: Cloud Cost Sentinel
AWS pricing and cost estimates with no signup, plus read-only idle-resource scans of your account.
- remote 87
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
- npm 84
io.github.tsvillain/deprecation-mcp
MCP server for cross-vendor API/SDK deprecation and breaking-change tracking
- npm 83
Cloud evaluations and reviews for Azure and static AWS CloudFormation (beta). Requires an account.
- pypi 83
See where your cloud and AI bills go, and spend less. Local-first, in your terminal or editor.
- npm 83
io.github.jasonwilbur/cloud-regions
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, compliance, GPU.
- pypi 83
Python MCP server for AWS CLI inspection and operations
- npm 83
io.github.praveenc/llmstxt-doc-search
BM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.
- npm 83
Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.
- npm 83
AI-Powered AWS security analysis: scan IAM policies and CloudFormation for risks and escalation.
- npm 83
26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
- remote 82
Compare live GPU cloud rental prices and match workloads to the cheapest provider.
- npm 82
Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.
- remote 81
Delegate 20 fail-closed RQM Studio quantum work products with fixed-request x402.
- remote · npm 81
io.github.cyanheads/devops-status-mcp-server
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
- npm 81
Query SES send history, delivery events, domains and suppressions, and send from your AWS account.
- npm 81
io.github.dingdawg/dingdawg-devops-agent
DevOps AI. Deploy checks, incident analysis, infra audit. Learns from past failures.
- npm 81
Operational NWP, ensembles, AI weather models, regional forecasts, history, and verification.
- remote 80
Hydrata - ANUGA Flood Simulation
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cloud.
- remote · pypi 80
Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
- remote · npm 79
301 real-time data wires. Paid per call via x402, no API key, no free tier.
- remote 79
DORAOracle — 15 tools for DORA Art.5-32: risk register, ICT incidents, TLPT, third-party.
- npm 79
io.github.the-nine-nation/remote-ssh-mcp
Persistent stateful remote SSH sessions for AI agents via MCP + OpenSSH.
- remote 78
CipherHUB Cryptography Toolkit
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and KMS workflows.
- remote · oci 78
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.
- npm 78
io.github.frozo-ai/edgegate-mcp
Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.
- npm 78
io.github.giovanemartins/localstack
MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
- npm 78
io.github.lhf552004/cloudpulse
Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.
- npm 78
io.github.localstack/localstack-mcp-server
A LocalStack MCP Server providing essential tools for local cloud development & testing
- remote · pypi 78
Generate cloud architecture diagrams, flowcharts, and sequence diagrams.
- remote 77
io.github.wyattbenno777/icme-preflight
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.
- remote 76
CloudOracle - 14-tool multi-cloud compliance MCP: AWS, Azure, GCP posture, IAM, configs.
- remote 76
AWS Cost Explorer cost, forecast, and anomaly reporting through user-connected IAM credentials.
- remote · pypi 76
Cross-cloud GPU orchestration CLI.
- remote 73
Search the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.
- remote 73
Execution graph of AWS: verified contracts, least-privilege IAM policies, pre-flight authorization.
- remote · npm 72
Remote shell and detached long-running jobs on your own machines — no SSH, open ports or VPN.
- remote 71
Kloudle Cloud Security Scanner
AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs
- npm 70
io.github.operantlabs/operant-mcp
Security testing MCP server for penetration testing, forensics, and vulnerability assessment
- npm 70
Rank AWS, Google Cloud and Azure regions by grid carbon intensity and latency.
- remote 70
Search AI capabilities across AWS Marketplace and the Official MCP Registry.
- npm 70
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login
- remote · npm 67
Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.
- npm 64
io.github.jmshinhwa/runtime-eol-deploy-block-audit
Finds the end-of-life runtimes an AI assistant still writes for you — node:20, python3.9, ubuntu-22
- mcpb 60
io.github.vladimirbakalov/secretguard-mcp
Scans code for hardcoded secrets (AWS, Stripe, GitHub, JWTs) before an AI agent commits it.
- pypi 60
io.github.x7even/cloudcostsmcp
Anchor AI FinOps to real, live cloud pricing — AWS, GCP & Azure public and enterprise rates.
- npm · oci 51
io.github.kosiakMD/artillery-mcp
MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT)
- npm · oci · pypi 50
Unofficial MCP server for reading and managing Cloudcraft architecture blueprints
- npm 49
Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access and no public IP.
- npm 49
io.github.declaw-ai/mcp-server
Secure Firecracker microVM sandboxes for AI agents: network policy, PII & injection guardrails.
- remote · npm 49
MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
- npm 48
Multi-cloud cost, inventory and waste analysis over MCP: AWS, GCP, Cloudflare and OVH.
- mcpb · npm · oci · pypi 44
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
- remote 39
Lowers your AWS bill by helping you clean up and optimize your setup
- remote 38
delega.ai for AWS Pricing Calculator
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
- npm 38
io.github.cloudforgetech6-ctrl/cloudforge
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastructure with AI.
- remote 38
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
- npm 38
io.github.S2TConsulting/accelerators
36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance.
- remote · npm 38
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tools.
- remote 37
Cloud cost visibility and savings recommendations grounded in your actual AWS, GCP and Azure bill.
- pypi 37
Historical AWS analysis CLI; not a current Cyntrisec product.
- pypi 37
AWS security scanner with attack chain detection, IAM privilege escalation, and fixes
- remote 36
Cloud cost, inventory and governance on AWS/Azure/GCP. Read-only by default, optional scoped writes
- remote 36
FinOps MCP: query allocated, correlated cloud and AI cost across AWS, GCP, Azure and Snowflake.
- remote 36
Sessy — Amazon SES observability
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
- pypi 36
MCP server for AWS IoT Core: device registry, shadows, jobs, rules, messaging.
- remote 35
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents.
- pypi 35
Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
- remote 35
Synlake — Cloud Infrastructure for AI Agents
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure for AI agents.
- remote 34
Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.
- pypi 34
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
- remote 33
io.github.aruuhii2yo/maxion-mcp-gateway
CPU telemetry & benchmarking, SHA-256 hashing, AES-256-GCM storage, AI video/image via Nova.
- remote 29
Premium agentic endpoint for aws-builder-mcp.
- remote 29
Execute aws-key-revoker-webhook-mcp
Premium agentic endpoint for aws-key-revoker-webhook-mcp.
- remote 28
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
- remote 28
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
- remote 25
AWS CloudFormation and Terraform infrastructure blueprint builder.
- remote 25
Cloud infrastructure auto-scaling load test simulator.
- remote 23
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings and forecasts.
- remote 23
HuaweiCloud DevKit (Community Preview)
Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)
- remote 23
Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.
- pypi 21
io.github.AnnasMazhar/pyspark-mcp
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
- pypi 21
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.
- pypi 21
io.github.HatmanStack/ragstack
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
- pypi 19
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
- mcpb 17
AWS Payment Cryptography via MCP — keys, PIN/MAC/CVV/ARQC, PCI guards, HSM migration analysis.
- pypi 16
io.github.danielcregg/rosettahub-mcp-server
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
- pypi 16
Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.
- mcpb 6
io.github.FerhatDundar/aws-mcp-connector
MCP server for the AWS CLI. Read-only by default; single Go binary.
- mcpb 6
Get a non-expert from zero to a Slack-delivered, plain-English, waste-flagged AWS bill breakdown
- npm 0
Akeyless Agentic Runtime Authority
Secretless database and cloud access via Akeyless RTA. Credentials never enter the model.
- pypi 0
AI-powered Amazon ECS workload management
- pypi 0
AI-powered Amazon EKS cluster management and troubleshooting
- pypi 0
A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
- remote 0
Provision Stack dead
Outcome-based infrastructure for agents — verified AWS deployments, metered billing
Every server here has been scored. A server is listed here because its description and tool definitions say it is built for AWS. That is what the server declares about itself, not an integration we have tested, so check the score breakdown before you trust one. This classification currently runs only over servers that publish a hosted endpoint, so a AWS server distributed solely as an installable package will not appear here yet, however clearly it belongs. Treat the ranking as a partial field rather than the whole one.
Common questions
What is a AWS MCP server?
A AWS MCP server exposes provisioning, cost data and operational tooling across AWS accounts to an AI assistant over the Model Context Protocol, so the assistant can work with AWS directly instead of you moving data in and out by hand. These come from the public MCP registry, and being listed there is not a review of the code, so the publisher is worth checking as closely as the feature list.
How do I get started with a AWS MCP server?
Start from the ranked list on this page, then open a server's own page and read its score breakdown before you install anything. Every server listed here is a hosted endpoint, so that breakdown covers Endpoint Security, Transport & Reachability, Schema Quality & AI Usability, Stability & Change Management, Tool Coverage, Tool Safety and Capabilities. A AWS server acts on your AWS data, so check what access it asks for before you connect it. The same page carries install snippets for the common MCP clients.