MCP servers for AWS 107
These MCP servers and clients connect an AI assistant to AWS, or mention it in their description or GitHub topics. MCP Harbor lists 107 of them; the most starred are LibreChat (★46,238), docker-android (★16,011) and mcp (★9,823).
84% open source · mostly Python, TypeScript, JavaScript · 61 updated in the last 30 days · fastest this week: LibreChat (+377 stars)
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LibreChat-AI · TypeScript+377 stars this week (+0.8%)
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User A
docker-android★ 16,011
budtmo · Python+28 stars this week (+0.2%)
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
webiny-js★ 8,047
webiny · TypeScript+1 stars this week (+0%)
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.
agent-toolkit-for-aws★ 2,954
aws · Python
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
thesvg★ 2,891
glincker · TypeScript
7,600+ brand SVG icons for developers. Tree-shakeable, typed, open source. npm i thesvg
open-agent-email★ 2,111
Anil-matcha · Python
Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.
terravision★ 1,660
patrickchugh · Python
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.
formae★ 775
platform-engineering-labs · Go
Open-source Infrastructure As Code that starts from what already runs. formae discovers your estate, versions drift and hands back current code. A Terraform and Pulumi alternative built on Pkl, with an MCP server for AI agents.
agent-safe-pipeline★ 687
decionis · TypeScript
An execution-authority gateway for AI agents and APIs. It intercepts consequential HTTP actions, asks Decionis whether they are authorized, and forwards exactly the authorized request once on a single-use grant, holds it for a person, or refuses it, leaving chained evidence of each. Installs by Home
devopness★ 573
devopness · TypeScript+3 stars this week (+0.5%)
Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully configurable. No cloud credentials in AI chats. Free plan.
ethora★ 551
dappros · JavaScript
SDK monorepo for the Ethora chat / messaging platform. (1) Pick an SDK for your frontend stack. (2) Integrate manually or with ethora-setup. (3) Optionally configure app settings, deploy AI agents etc. Server: ethora.com cloud (free), self-hosted (AWS, Docker, Helm, Cloudron) or a managed dedicated
claude-ops★ 545
Lifecycle-Innovations-Limited · Shell
Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified inbox (WhatsApp/Email/Slack/Telegram), autonomous PR merge, full-AWS monitoring, revenue (Stripe+RevenueCat), e-commerce (Shopify), marketing (Klaviyo/Meta/GA4), voice (Bland/ElevenLabs), APM (Datadog/NewRelic/OT
PerformanceMonitor★ 523
erikdarlingdata · C#+3 stars this week (+0.6%)
Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS, Postgres, Aurora Postgres.
iam-policy-autopilot★ 499
awslabs · Rust
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM polic
aws-solutions · TypeScript
Distributed Load Testing on AWS automates performance testing at scale, demonstrating how systems behave under different load conditions and helping identify potential performance issues throughout their lifecycle.
awslabs · Python
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
aws-mcp★ 296
RafalWilinski · TypeScript
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.
aws-samples · Python
Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute
agent-kernel★ 192
yaalalabs · Python
The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box
ravikiranvm · Python
An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.
awslabs · Python
A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation
spotinfo★ 164
alexei-led · Go
CLI for exploring Spot instance pricing across AWS, GCP and Azure. Inspect Spot instance types, savings, price, and AWS interruption frequency — offline, from embedded data.
aws-solutions-library-samples · TypeScript
This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content deli
aws-samples · JavaScript
MCP server for creating, reading, updating AWS Pricing Calculator estimates through natural language.
frontmcp★ 148
agentfront · TypeScript
The TypeScript framework for MCP servers: typed tools with Zod, dependency injection, auth, testing, agents and jobs, and builds for Node, Vercel, AWS Lambda and Cloudflare Workers.
diagram-mcp-server★ 148
andrewmoshu · Python
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, GCP, Kubernetes and more
ran-isenberg · Python
This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda function and AWS CDK Python code with all the best practices and a complete CI/CD pipeline.
MDalamin5 · Jupyter Notebook
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.
aws-samples · Python
Collection of examples of how to use Model Context Protocol with AWS.
dynoxide★ 102
nubo-db · Rust
A DynamoDB emulator in Rust, backed by SQLite. Starts in milliseconds as a single static binary, and is verified against real AWS by a public conformance suite. Runs as an HTTP server, an MCP server for coding agents, an embeddable library, or in the browser via WebAssembly.
aws-samples · JavaScript
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (vLLM, SGLang, Ollama) 📊 Vector Databases, 🔍 Embedding Models (TEI) 📈 Observability (Langfuse, Phoenix) etc. Fast-trac
omerbsezer · Python
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
aws-security-mcp★ 84
groovyBugify · Python
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
OmniMCP★ 77
OpenAdaptAI · Python
Labs: a perceive-plan-act computer-use experiment. Not the OpenAdapt product. The product is openadapt-flow: a compiled program that halts unless an independent check passes.
Agent-Fusion★ 73
krokozyab · Kotlin
Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations. Runs 100% locally, includes a lightweight embedding model, and optional multi-agent task orche
empires-security · JavaScript
MCP Server Authorization Example with AWS Cognito
agenite★ 67
subeshb1 · MDX
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.
OptimNow · Python
Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 12 AI tools, or connect the hosted MCP ser
rag-app-on-aws★ 62
genieincodebottle · Python
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.
deadline-cloud★ 58
aws-deadline · Python
Submit and manage rendering jobs on AWS Deadline Cloud, the AWS managed render farm service, from Python, the command line, or third party software.
aws-solutions-library-samples
ABAP Accelerator is an MCP server that helps organizations create, test, document, and transform SAP ABAP code faster and with higher code accuracy.
davidshtian · Python
A simple and clear example for implementation and understanding Anthropic MCP (on AWS Bedrock).
aws-samples · Python
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.
aws-solutions-library-samples · Python
AI/ML and HPC at planetary scale. One API. Every Accelerator. Any Region. MIT-0 licensed
lakevision★ 52
lakevision-project · Python
Lakevision is a tool which provides insights into your Apache Iceberg based Data Lakehouse.
amazon-sp-mcp★ 47
mansournorouzi · TypeScript
MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inventory, orders, fees, and analytics. LWA-only auth, no AWS credentials required.
ai★ 44
JoakimCarlsson · Go
A Go toolkit for building AI agents and applications across multiple providers. Unified LLM client, agent framework with handoffs, tool calling, streaming, structured output, MCP integration, and cost tracking.
aws-solutions-library-samples · Python
Hands-on guidance for AI-accelerated AWS development using AWS MCP Servers. Learn to leverage AI coding assistants to enhance your development workflows with AWS best practices.
middy-mcp★ 40
fredericbarthelet · TypeScript
Middy middleware for Model Context Protocol server hosting on AWS Lambda
pyrasp★ 38
rbidou · Python
PyRASP is a Runtime Application Self Protection package for Python-based Web Servers (Flask, FastAPI and Django), Serverless Functions (AWS Lambda, Azure and Google Cloud Functions) and MCP Servers (FastMCP)
laxmimerit · HTML
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations
aws-samples · Python
A MCP Server that's built on top of AWS Cloud Financial Management (CFM) Technical Implementation Playbooks (TIPs) - our proven collection of cost optimization best practices
aws-samples · Python
Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents over the Model Context Protocol (MCP).
cloudwright★ 33
xmpuspus · Python
AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports
iagogfe · JavaScript
Excalidraw MCP server with real vendor-icon search & insertion (AWS/Azure/GCP/OCI/Kubernetes) for AI-built architecture diagrams — live canvas, 31 tools
servonaut★ 29
zb-ss · Python
Manage AWS, Hetzner, OVH, and custom servers from one TUI — with a built-in AI assistant and MCP server
awsmux★ 29
0hardik1 · Go
Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI agents.
robosystems★ 28
RoboFinSystems · Python
AI-native financial intelligence platform for accounting, financial reporting, and investment management. Models your ledger, reports, and portfolios as a knowledge graph that AI agents can query and operate. Fork-ready: GitHub Actions CI/CD deploys the CloudFormation infrastructure to your own AWS
aws-samples · Python
MCP server for automated AWS network architecture reviews - DX resiliency scoring, TGW topology, Cloud WAN discovery. 13 tools, boto3 only
OpenArchFlow★ 27
dmux · TypeScript
OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps engineers, and developers. Generate interactive AWS architecture diagrams from natural language descriptions using AI, Large Language Models (LLMs), AI Agents, and AWS MCP (Model Context Protocol).
stdapi.ai★ 25
stdapi-ai · Python
Self-hosted AI gateway for Amazon Bedrock. OpenAI, Anthropic, Cohere and Ollama compatible APIs, plus Amazon Polly, Transcribe and Comprehend.
mcp-server-redis★ 25
prajwalnayak7 · Python
MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate
RAGStack-Lambda★ 25
HatmanStack · Python
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
infrawise★ 22
Sidd27 · TypeScript
MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub Copilot.
aws-pricing-mcp★ 21
trilogy-group · Python
An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking
finopsmcp★ 19
getnable · Python
The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
aashari · TypeScript
Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute AWS CLI commands using temporary credentials. Streamlines AI interaction with AWS resources.
focus-mcp★ 12
glassity · Python
MCP server for FinOps cloud cost analysis using FOCUS billing data. Query AWS, Azure & GCP costs with AI assistants like Claude.
Musheer360 · JavaScript
MCP server for AWS Pricing Calculator — create estimates, get actual costs, shareable links. All 436 services, Savings Plans, Reserved Instances. Works with Claude, Kiro, Cursor, VS Code.
vinodismyname · Python
🤖 Enable AI assistants (Claude, Cursor) to monitor, diagnose, and query Amazon Redshift using this MCP server and the AWS Data API.
clawops★ 6
dfridkin · TypeScript
Deploy and operate self-hosted OpenClaw on AWS, GCP, Azure or your own VM, from the command line or from your agent. A CLI and an MCP server over one implementation, with reviewable deploy plans, day-two operations, hardening, and private Tailscale networking.
@ggui-ai/mcp-server-handlersnpm package
GitHub Actions · JavaScript
MCP tool handler logic for the GGUI protocol. Pure over @ggui-ai/mcp-server-core seams and consumed by @ggui-ai/mcp-server. Never imports AWS, HTTP transports, or CLI concerns.
mcp-cloud-remotenpm package
lenon.correa · JavaScript
MCP Server em Node.js para infraestrutura em nuvem: Locaweb (VPS/API, SSH) e AWS (CLI v2, SSO, EC2, SSM). Os dois provedores ficam desligados até serem habilitados.
@diagrams-so/mcpnpm package
diagrams-so · JavaScript
MCP server for Diagrams.so — generate, edit, and manage architecture diagrams from any MCP client (Claude, Cursor).
0nmcpnpm package
mcpfed · JavaScript
Universal AI API Orchestrator — 1,598 tools across 106 services. Go High Level (GoHighLevel / GHL) agency CRM, the AI Website Editor, and the 0nCore Agency Dashboard — connected to 0nCore and 0nTask. UCP (Universal Commerce Protocol), the .0n App Marketpl
@munhq/sealkeepnpm package
darkkraft · JavaScript
Give AI agents the use of your secrets without the values: named secrets in the OS keyring, Vault, AWS, Google, Azure, 1Password or Bitwarden, injected into a command and redacted from its output. MCP server and CLI.
cloud-devops-mcp-servernpm package
GitHub Actions · JavaScript
Cloud DevOps MCP server with guarded operations and optional private OpsChugex root-cause, governance, security posture, FinOps and change intelligence.
@decionis/commercenpm package
GitHub Actions · JavaScript
Commerce Gate MCP with eleven commerce-action preflights (seven published plus four unreleased finance families), Walmart connection mappings, a D365 guard, and a marketplace SaaS offer-submission preflight. It records policy evidence and never writes to
GitHub Actions · JavaScript
MCP server for Terraform cost, lint, security, and cloud best-practice guidance.
CertopolisMCP Registry
certopolis.com
Certification exam practice as a town-building game: AWS, Security+, PMP, CFA, Claude and more.
ConnectionsMCP Registry
Lunarwerx
AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser.
CloudQuellMCP Registry
cloudquell.com
Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and anomalies.
GPU Cloud Prices (AWS, Azure, OCI)MCP Registry
gpu0a49b9444d66-s-org.runlocal.eu
Paid x402 API, $0.005 USDC on Base: cached GPU $/hr, AWS/Azure/OCI (H100/H200/A100/L4/L40S)
GPU Cloud Prices (AWS, Azure, OCI)MCP Registry
wise-shrimp.runlocal.eu
H100/H200/A100 on-demand AWS/Azure/OCI + Azure Spot; L4 AWS, L40S AWS/OCI. Cached $/hr, x402 $0.005
Tomorrow Central: Cloud Cost SentinelMCP Registry
tomorrowcentral.com
AWS pricing and cost estimates with no signup, plus read-only idle-resource scans of your account.
Jungle CleanerMCP Registry
junglecleaner.com
Lowers your AWS bill by helping you clean up and optimize your setup
xOmniMarketMCP Registry
wjabrac
Search AI capabilities across AWS Marketplace and the Official MCP Registry.
CostPilotMCP Registry
mcpgatepro.com
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings and forecasts.
terrabackMCP Registry
bmoldo
Scan AWS/Azure/GCP and generate Terraform HCL with import blocks, deterministically, for AI agents.
delega.ai for AWS Pricing CalculatorMCP Registry
delega.ai
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
Kloudle Cloud Security ScannerMCP Registry
Kloudle
AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs
AWS MCP ServerMCP Registry
aws
A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
Qovery MCP ServerMCP Registry
qovery.com
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language.
AWS MCP ServerMCP Registry
aws
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.
FastGPUSubmitted
Live cloud GPU prices and quotes for GPU clusters, free. FastGPU compares live GPU rental prices across RunPod, Vast.ai, Lambda, AWS and dozens more clouds, and gets competing quotes for multi-GPU clusters. Free.
Frequently asked questions
What is the best MCP server for AWS?
By GitHub stars, the most adopted AWS entries on MCP Harbor are LibreChat (★46,238), docker-android (★16,011) and mcp (★9,823). Popularity is a starting point only. Check whether the project is maintained by the vendor, when it was last updated and which permissions it needs, then try it on a test account before giving it real credentials.
How do I add an MCP server for AWS?
Open a listing below, copy the package name or server URL from its README, and add it to your client: claude mcp add in Claude Code, mcpServers in Cursor or Claude Desktop, servers in VS Code. The install guide has copy-paste config for each one.
How many AWS MCP servers are there?
MCP Harbor currently lists 107 projects that match AWS. 61 of them were updated in the last 30 days and 84% of the GitHub projects carry an open-source license. The list is rebuilt every day from the official MCP Registry, GitHub, npm and PyPI, so a new server shows up here on the first daily update after it meets the listing criteria.
MCP servers for other tools
- GitHub370
- Docker338
- Kubernetes114
- PostgreSQL237
- MySQL95
- SQLite333
- MongoDB40
- Redis45
- Supabase59
- Playwright193
- Puppeteer29
- Obsidian128
- Notion44
- Slack73
- All →
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.