Best AWS MCP Servers (July 2026) - Ranked by GitHub Stars
AWS MCP Servers is the best mcp server for AWS - 9.5k GitHub stars. Strong alternatives: Dynamodb and S3.
33 AWS MCP servers for developers, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed July 28, 2026.
The top 30 MCP servers for aws
| # | MCP Server | Stars |
|---|---|---|
| 1 | Open source MCP servers from AWS Labs: a suite of official servers that connect agents to AWS services - documentation, CDK, Bedrock knowledge bases, cost analysis, Lambda, ECS and more. | 9.5k |
| 2 |  Dynamodbcollectionpulsemcp · pulsemcp/mcp-serversMCP server for AWS DynamoDB with fine-grained tool control and configurable access levels. | 74 |
| 3 | S3collectionpulsemcp · pulsemcp/mcp-servers MCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support. | 74 |
| 4 |  cloud-auditgebalamariusz · gebalamariusz/cloud-auditAWS security scanner with attack chain detection, IAM privilege escalation, and fixes | 67 |
| 5 |  RagstackcollectionHatmanStack · HatmanStack/RAGStack-LambdaSearch, chat, upload, and scrape a serverless RAGStack knowledge base on AWS. | 25 |
| 6 |  OneTool MCPbeycom · beycom/onetool-mcpOne MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright | 22 |
| 7 |  InfrawiseSidd27 · Sidd27/infrawiseInfrastructure analysis for AWS (15 tools) — DynamoDB, Lambda, SQS, SNS, S3, PostgreSQL, MongoDB. | 18 |
| 8 |  nablecollectionchaandannn · chaandannn/finopsmcpLocal-first FinOps copilot: ask AWS, Azure, GCP, and SaaS cost questions in plain English. | 14 |
| 9 |  Cyntrisec AWS Securitycollectioncyntrisec · cyntrisec/cyntrisec-cliAWS security analysis: attack paths, compliance checking, and remediation planning. | 4 |
| 10 |  Cloudpricecollectionalialbaker · alialbaker/cloudprice-mcpCompare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare. | 1 |
| 11 |  CloudpulsecollectionGaladriel-Tech-Solutions · Galadriel-Tech-Solutions/cloudpulse-mcpCross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare. | 1 |
| 12 |  Localstackcollectiongiovanemartins · giovanemartins/localstack-mcp-serverMCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra. | 1 |
| 13 |  Mcp Serverappsai-inc · appsai-inc/mcp-serverBuild and deploy full-stack Next.js apps with 98 tools for React, AWS, and MongoDB. | 1 |
| 14 |  Secrets Audit Mcpeltociear · eltociear/secrets-audit-mcpDetects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps. | 1 |
| 15 |  AWS Builderio.github.EvozimAWS CloudFormation and Terraform infrastructure blueprint developer. | 0 |
| 16 | Aws Mcpio.github.YawLabs AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login | 0 |
| 17 | AWS MCP Serverio.github.aws A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows. | 0 |
| 18 |  delega.ai for AWS Pricing Calculatorai.delegaCreate AWS cost estimates and shareable AWS Pricing Calculator URLs. | 0 |
| 19 |  IntegrityPulse FinOpscollectionmaryadawson-code · maryadawson-code/integritypulseVerified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix. | 0 |
| 20 | OpenClaw FinOpsmaryadawson-code · maryadawson-code/openclaw-finops Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix. | 0 |
| 21 |  AcceleratorscollectionS2TConsulting · S2TConsulting/accelerators-mcp36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance. | 0 |
| 22 |  Cloudforgecollectioncloudforgetech6-ctrl · cloudforgetech6-ctrl/mcp_serverVisualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastructure with AI. | 0 |
| 23 |  Cloud Regionscollectionjasonwilbur · jasonwilbur/mcp-server-cloud-regionsCloud region data for AWS, Azure, GCP, OCI & more. Query by location, compliance, GPU. | 0 |
| 24 | Control Planeio.cpln Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, and private clouds. | 0 |
| 25 | Honey MCP Serverio.github.Shareed2k Search instances across GCP, AWS, K8s, Consul & Proxmox | 0 |
| 26 |  InsideOut (Riley)collectionluthersystems · luthersystems/insideout-agent-skillsDesigns, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements. | 0 |
| 27 | Kloudle Cloud Security Scannerio.github.Kloudle AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs | 0 |
| 28 |  Pyspark McpAnnasMazhar · AnnasMazhar/pyspark_mcpSQL to PySpark conversion, AWS Glue job generation, and Spark code optimization. | 0 |
| 29 |  Qovery MCP Servercom.qoveryDeploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language. | 0 |
| 30 |  Rosettahub Mcp Serverdanielcregg · danielcregg/rosettahub-mcp-serverManage RosettaHUB user AWS accounts — budgets, AWS CLI, access control. | 0 |
Is AWS well covered on Skillselion?
AWS has real depth once the "laws"/"draws" collisions are stripped out - DynamoDB and S3 servers from pulsemcp, the official awslabs org's OSCAL tool, two independent io.github.aws managed-server listings, and genuine multi-cloud tools that name AWS explicitly alongside Azure/GCP. But this is the clearest illustration in the whole dataset of why "match the token, sort by stars" is unsafe without a word-boundary check - a 3-letter acronym like "aws" will keep colliding with "laws," "draws," "flaws," and similar words as the catalog grows.
Skillselion is an independent directory, not affiliated with AWS.
Why these MCP servers rank for aws
1. AWS MCP Servers
AWS MCP Servers ranks #1 of the 33 MCP servers for AWS by adoption, with 9.5k GitHub stars. It open source MCP servers from AWS Labs: a suite of official servers that connect agents to AWS services - documentation, CDK, Bedrock knowledge bases, cost analysis, Lambda, ECS and more.
2. Dynamodb
Dynamodb ranks #2 of the 33 MCP servers for AWS by adoption, with 74 GitHub stars. It mCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
3. S3
S3 ranks #3 of the 33 MCP servers for AWS by adoption, with 74 GitHub stars. It mCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support.
4. cloud-audit
cloud-audit ranks #4 of the 33 MCP servers for AWS by adoption, with 67 GitHub stars. It aWS security scanner with attack chain detection, IAM privilege escalation, and fixes.
5. Ragstack
Ragstack ranks #5 of the 33 MCP servers for AWS by adoption, with 25 GitHub stars. It search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
Common questions
How are these AWS MCP servers ranked?
By GitHub stars across the 33 AWS MCP servers that name AWS in their own name or description - none of these report installs yet. Data from GitHub.
What counts as a AWS MCP server on this list?
A tool counts here if its own name or description names AWS directly - not merely an author handle or an unrelated mention - and it is registered as an MCP-type listing in the Skillselion catalog. That bar currently matches 33 servers.
Is Skillselion affiliated with AWS?
No. Skillselion is an independent directory, not affiliated with AWS. Rankings come from public GitHub adoption signals, not sponsorship or partnership.
More AWS tools
Browse all MCP servers in the catalog, or see every best-of shortlist.