AWS MCP servers
MCP servers that connect an AI agent to AWS: provisioning, cost data and operational tooling across AWS accounts. We have classified 127 so far, listed below and ranked by their independent trust score.
127 catalogued · how we score
AWS at a glance
- Highest score
- 95 dev.wraps/email
- Median score
- 70
- Scored
- 127 of 127
- Rescanned in 7 days
- 126
remote 64 · npm 42 · pypi 31 · mcpb 6 · oci 4 · figures as of 2026-11-05 02:39 UTC · how we score
Top 100 by trust score Trust score 0–100
- npm 95
Send email through your own Amazon SES account, and check domains, suppressions and sandbox status.
- pypi 95
Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.
- npm 94
Cloud DevOps analysis with guarded Git, infrastructure, cloud and observability operations.
- pypi 93
Prices what your coding agents are about to do, before they do it. Plus local cloud and AI cost.
- remote · pypi 92
Generate cloud architecture diagrams, flowcharts, and sequence diagrams.
- npm 91
Cloud evaluations and reviews for Azure and static AWS CloudFormation (beta). Requires an account.
- remote 89
Search the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.
- remote 89
io.github.karandaid/karandeepsingh-blog
Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets.
- pypi 89
io.github.x7even/cloudcostsmcp
Anchor AI FinOps to real, live cloud pricing — AWS, GCP & Azure public and enterprise rates.
- pypi 88
Find AWS waste with your own read-only credentials. Runs locally. Nothing is sent unless you opt in.
- remote · npm 88
io.github.cyanheads/devops-status-mcp-server
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
- mcpb · npm 88
Architecture diagrams with official AWS, Azure, GCP and Kubernetes icons, to SVG, PNG and draw.io
- remote 87
Tomorrow Central: Cloud Cost Sentinel
AWS pricing and cost estimates with no signup, plus read-only idle-resource scans of your account.
- npm 87
Operational NWP, ensembles, AI weather models, regional forecasts, history, and verification.
- npm 86
io.github.DownAtTheBottomOfTheMoleHole/infracost
MCP server for Infracost CLI integration - cloud cost estimates for Infrastructure as Code
- remote 86
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
- remote 85
Developer Utilities & Validators (Tanod)
Cloud GPU prices per hour, plus developer helpers: hash, HMAC, JWT, IDs, JSON, cron, time zones.
- npm 85
io.github.praveenc/llmstxt-doc-search
BM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.
- remote 84
Compare live GPU cloud rental prices and match workloads to the cheapest provider.
- npm 84
io.github.jasonwilbur/cloud-regions
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, compliance, GPU.
- remote · npm 84
Cloud, GPU and LLM token prices with index fixings. Pay per call over x402 or with a prepaid key.
- remote · npm 84
Sentinel and Landsat imagery catalogue from Element 84's Earth Search over the AWS Open Data…
- npm 84
AI-Powered AWS security analysis: scan IAM policies and CloudFormation for risks and escalation.
- npm 84
26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
- remote 83
Find retiring AI models and outdated API SDKs in your code, with dates, replacements and guides.
- remote 83
Live cloud/SaaS outages, provider reliability and exploited CVEs from official status pages and CISA
- remote · pypi 83
Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
- pypi 82
Compare text LLMs across OpenRouter, Bedrock, Vertex AI and Foundry with automated grading.
- npm 82
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login
- remote 81
aikstockdata — Korean Stock Data
Korean stocks: median price path after each DART filing type, T+1 closes, earnings. 12 tools, no key
- pypi 81
Python MCP server for AWS CLI inspection and operations
- npm 81
Rank AWS, Google Cloud and Azure regions by grid carbon intensity and latency.
- npm 81
io.github.the-nine-nation/remote-ssh-mcp
Persistent stateful remote SSH sessions for AI agents via MCP + OpenSSH.
- remote · npm 80
301 real-time data wires. Paid per call via x402, no API key, no free tier.
- npm 80
io.github.operantlabs/operant-mcp
Security testing MCP server for penetration testing, forensics, and vulnerability assessment
- npm 80
Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.
- npm 80
io.github.tsvillain/deprecation-mcp
MCP server for cross-vendor API/SDK deprecation and breaking-change tracking
- remote 79
DORAOracle — 15 tools for DORA Art.5-32: risk register, ICT incidents, TLPT, third-party.
- 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.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
- npm 78
Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.
- remote · npm 78
Read chain data on 200+ networks and Sui: transactions, logs, balances, objects, ABI-decoded.
- remote 77
AWS Cloud Service Updates & Announcements — buy per-query (awswhatsnew)
AWS cloud service announcements & updates. $0.01/query. Register in-session — free funds.
- npm 77
io.github.dingdawg/dingdawg-devops-agent
DevOps AI. Deploy checks, incident analysis, infra audit. Learns from past failures.
- npm 77
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
- remote 77
AWS Cost Explorer cost, forecast, and anomaly reporting through user-connected IAM credentials.
- pypi 77
NOAA OFS regional ocean model forecasts — water level, temperature, salinity
- 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.
- pypi 76
NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
- npm 75
io.github.frozo-ai/edgegate-mcp
Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.
- pypi 75
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
- remote · npm 74
Deploy and run apps in your own AWS, Google Cloud, Azure or DigitalOcean account from any AI agent.
- remote 73
sharescan: check before you share
Pre-share check: flags API keys, emails, your private terms in text. As is. x402 $0.005, Base
- remote 73
Paid APIs for agents (x402 index) + SEC filings, wallet risk, OFAC, EVM reads, agent memory, news
- npm 73
io.github.giovanemartins/localstack
MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
- remote 73
Execution graph of AWS: verified contracts, least-privilege IAM policies, pre-flight authorization.
- npm 72
AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser.
- remote · pypi 72
Cross-cloud GPU orchestration CLI.
- remote 71
Kloudle Cloud Security Scanner
AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs
- pypi 70
Greener, cheaper cloud infra decisions — carbon + cost + latency tradeoffs, in-editor.
- remote 70
Search AI capabilities across AWS Marketplace and the Official MCP Registry.
- remote 69
Sandboxes, storage, secrets, queues, timers, locks, inboxes and run ledger for AI bots. One MCP.
- remote 68
Who sits at each GEO longitude, with FCC licences, orbit freshness and disputes. Keyless.
- remote 67
Crypto, web, finance and app data tools
185 tools: company jobs, token/wallet/company/website reports, crypto, EVM, SEC, FRED, weather, DNS.
- pypi 67
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.
- pypi 67
io.github.ONSBR/tiago-dados-abertos
MCP server que conecta agentes de IA aos dados abertos do ONS (Operador Nacional do Sistema)
- mcpb 63
io.github.vladimirbakalov/secretguard-mcp
Scans code for hardcoded secrets (AWS, Stripe, GitHub, JWTs) before an AI agent commits it.
- remote 62
Genexxis paid agent tools (x402)
90 x402 tools: deal-doc red flags, token verdicts, sanctions, SEC data, safe-pay checks, DeFi
- remote · npm 62
Remote shell and detached long-running jobs on your own machines — no SSH, open ports or VPN.
- mcpb · npm · oci · pypi 53
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
- npm · oci 52
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 48
Multi-cloud cost, inventory and waste analysis over MCP: AWS, GCP, Cloudflare and OVH.
- pypi 45
Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
- npm 44
Deploy self-hosted OpenClaw to AWS, GCP, Azure or a local VM — a CLI and an MCP server in one.
- remote · npm 44
MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
- pypi 42
Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.
- pypi 40
Disposable Firecracker microVM sandboxes for agents: run code, snapshot, fork. Needs Linux with KVM.
- remote 39
Threat modeling, code/cloud/pipeline scanning, shadow-AI discovery, compliance checks and fixes.
- remote 39
Threat modeling, code, API & cloud security, shadow-AI & compliance governance.
- remote 39
Certification exam practice as a town-building game: AWS, Security+, PMP, CFA, Claude and more.
- remote 39
Lease AWS and GCP VMs for a set time and let them stop themselves.
- remote 39
Lowers your AWS bill by helping you clean up and optimize your setup
- pypi 39
MCP server for AWS IoT Core: device registry, shadows, jobs, rules, messaging.
- remote · npm 39
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 704 tools.
- remote 38
delega.ai for AWS Pricing Calculator
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
- remote 38
Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.
- 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 37
Cloud, SaaS and AI spend in one system of record. Each saving applied for you or shipped as code.
- remote 36
Deploy an app onto a server in your own cloud account.
- remote 36
Cloud cost, inventory and governance on AWS/Azure/GCP. Read-only by default, optional scoped writes
- remote 36
FinOps agent MCP: one allocated view of cloud, AI and data costs for your team. Starter $300/mo
- remote 36
Sessy — Amazon SES observability
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
- remote 35
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents.
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.