"Overview of AWS Services" matching MCP servers:

• AWS Diagram MCP Server

  lukeburciu

  A

  security

  A

  license

  A

  quality

  Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

  Last updated 2025-08-21

  3

  Apache 2.0

• AWS Documentation MCP Server

  daniel-levesque

  A

  security

  A

  license

  A

  quality

  Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.

  Last updated 2025-07-24

  3

  Apache 2.0

• AWS Documentation MCP Server

  hosseinzahed

  A

  security

  -

  license

  A

  quality

  Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.

  Last updated 2025-08-15

  3

  Apache 2.0

• AWS Security Posture Advisor

  timwukp

  A

  security

  A

  license

  A

  quality

  Orchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations through a unified Model Context Protocol interface.

  Last updated 2025-10-20

  3

  1

  Apache 2.0

• Chain of Draft Thinking

  bsmi021

  A

  security

  A

  license

  A

  quality

  Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r

  Last updated 2025-03-26

  1

  29

  24

  MIT

• AWS Terraform MCP Server

  stv-io

  A

  security

  F

  license

  A

  quality

  A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

  Last updated 2025-07-18

  7

• AWS FIS MCP Server

  RadiumGu

  A

  security

  A

  license

  A

  quality

  Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.

  Last updated 2025-08-15

  10

  3

  MIT

• aws-athena-mcp

  lishenxydlgzs

  A

  security

  A

  license

  A

  quality

  Run SQL queries with AWS Athena to access data available from AWS Glue catalog.

  Last updated 2025-06-05

  5

  491

  40

  MIT

• AWS‑IReveal‑MCP

  Brucedh

  A

  security

  A

  license

  A

  quality

  AWS‑IReveal‑MCP

  Last updated 2025-08-11

  25

  8

  Apache 2.0

• AWS Advisor MCP Server

  antonioschaffert

  A

  security

  F

  license

  A

  quality

  Provides AWS service recommendations based on use case descriptions and allows browsing AWS services organized by categories. Helps users discover the most suitable AWS services for their specific technical requirements.

  Last updated 2025-10-01

  2

• AWS MCP Server

  rishikavikondala

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol server implementation that enables Claude to perform AWS operations on S3 and DynamoDB services through natural language commands.

  Last updated 2025-04-08

  23

  127

  MIT

• AWS MCP Server

  Havoc24k

  A

  security

  A

  license

  B

  quality

  Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudWatch, along with a generic SDK wrapper for any AWS operation. It also supports cost monitoring and optional vector store capabilities for document ingestion and search.

  Last updated 2025-11-25

  10

  3

  The Unlicense

• mcp-chain-of-thought

  liorfranko

  A

  security

  A

  license

  B

  quality

  mcp-chain-of-thought

  Last updated 2025-05-07

  15

  44

  21

  MIT

• AWS CodePipeline MCP Server

  cuongdev

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol server that integrates with AWS CodePipeline, allowing users to manage pipelines through Windsurf and Cascade using natural language commands.

  Last updated 2025-05-14

  12

  5

• Google Services MCP Server

  ricleedo

  A

  security

  F

  license

  B

  quality

  Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

  Last updated 2025-10-02

  18

  1

• Git Forensics MCP

  davidorex

  A

  security

  A

  license

  B

  quality

  A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations.

  Last updated 2025-02-05

  4

  4

  Apache 2.0

• AWS MCP Server

  marcelobrake

  A

  security

  A

  license

  B

  quality

  Enables Claude Desktop to interact with 57 AWS services using over 200 tools and local machine profiles. It supports multi-profile configurations and features a read-only safe mode by default to manage infrastructure like EC2, S3, and Lambda securely.

  Last updated 2026-03-26

  100

  BSD 3-Clause

• AWS CDK MCP Server

  AkM-2018

  A

  security

  A

  license

  B

  quality

  Provides guidance and tools for the AWS Cloud Development Kit, including infrastructure patterns, GenAI constructs, and security compliance via CDK Nag. It streamlines development by generating Bedrock Agent schemas and providing comprehensive documentation for Lambda layers and AWS Solutions Constructs.

  Last updated 2025-06-24

  7

  Apache 2.0

• AWS MCP Server

  bhaveshopss

  A

  security

  F

  license

  B

  quality

  Provides read-only access to AWS resources including S3 buckets, EC2 instances, IAM users, and caller identity verification through the Model Context Protocol.

  Last updated 2026-02-24

  58

  7

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT

• AWS MCP Server

  lokeswaran-aj

  A

  security

  A

  license

  B

  quality

  Enables management and provisioning of AWS resources like EC2, S3, and RDS using natural language prompts through the Model Context Protocol. It allows users to automate complex infrastructure tasks, such as setting up VPCs and security groups, via a chat interface.

  Last updated 2025-06-15

  54

  5

  27

  MIT

• Chain of Draft (CoD) MCP

  stat-guy

  A

  security

  F

  license

  B

  quality

  Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.

  Last updated 2025-03-04

  7

  13

• AWS Knowledge Base Retrieval

  sammcj

  A

  security

  F

  license

  B

  quality

  An MCP server that enables users to retrieve information from AWS Knowledge Bases using RAG (Retrieval-Augmented Generation) via Bedrock Agent Runtime.

  Last updated 2025-03-13

  1

  446

• AWS Customer Playbook Advisor

  eisuke000111

  A

  security

  F

  license

  B

  quality

  Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

  Last updated 2025-06-30

  3

• AWS FinOps MCP Server

  prashantgupta123

  A

  security

  A

  license

  B

  quality

  Provides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance through natural language.

  Last updated 2026-02-03

  76

  MIT

• Australian Bureau of

  seansoreilly

  A

  security

  F

  license

  C

  quality

  Provides access to the Australian Bureau of Statistics (ABS) Data API. This server allows AI assistants to query and analyze ABS statistical data.

  Last updated 2024-12-26

  2

  1

  8

• aws-mcp

  RafalWilinski

  A

  security

  F

  license

  C

  quality

  A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative.

  Last updated 2025-05-25

  3

  297

• AWS MCP Server

  ihatesea69

  A

  security

  F

  license

  C

  quality

  A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.

  Last updated 2025-12-19

  3

  6

• MCP Cloud Services Server

  code-alchemist01

  A

  security

  A

  license

  C

  quality

  Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) including resource operations, cost analysis, monitoring metrics, and security compliance checks through natural language commands.

  Last updated 2025-11-15

  26

  2

  3

  MIT

• AWS Cost Explorer MCP Server

  aarora79

  A

  security

  A

  license

  C

  quality

  A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations.

  Last updated 2025-04-14

  4

  126

  MIT

• API Status Check MCP Server

  shibley

  A

  security

  A

  license

  C

  quality

  Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.

  Last updated 2026-02-26

  5

  5

  MIT

• AWS Cognito MCP Server

  gitCarrot

  A

  security

  F

  license

  D

  quality

  A Model Context Protocol server implementation that connects to AWS Cognito for authentication and user management, providing tools for user flows including sign-up, sign-in, and password management.

  Last updated 2025-03-23

  13

  2

• AWS MCP Audit

  oldcoder01

  A

  security

  F

  license

  D

  quality

  Enables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using external IDs.

  Last updated 2026-01-02

  10

• Chain of Thought MCP Server

  beverm2391

  A

  security

  F

  license

  D

  quality

  An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.

  Last updated 2025-03-23

  1

  12

• AWS Documentation MCP Server

  Joseph19820124

  A

  security

  A

  license

  -

  quality

  Enables access to AWS documentation through natural language by fetching and converting documentation pages to markdown, searching AWS docs, and getting content recommendations for AWS service documentation.

  Last updated 2025-06-29

  3

  Apache 2.0

• AWS Security MCP

  groovyBugify

  A

  security

  A

  license

  -

  quality

  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.

  Last updated 2025-07-25

  82

  Apache 2.0
• 

  SQL Server Analysis Servicesofficial

  CDataSoftware

  -

  security

  A

  license

  -

  quality

  SQL Server Analysis Services MCP Server by CData

  Last updated 2025-10-18

  1

  MIT
• 

  Azure Analysis Services MCPofficial

  CDataSoftware

  -

  security

  A

  license

  -

  quality

  Azure Analysis Services MCP Server by CData

  Last updated 2025-10-18

  MIT
• 

  SharePoint Excel Services MCPofficial

  CDataSoftware

  -

  security

  A

  license

  -

  quality

  SharePoint Excel Services MCP Server by CData

  Last updated 2025-10-18

  MIT
• 

  Log Analyzer with MCPofficial

  awslabs

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-04-15

  156

  Apache 2.0

• AWS Application Signals MCP

  mxiamxia

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.

  Last updated 2025-07-03

  1

  MIT

• AWS MCP Server

  saifeezibrahim

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to execute AWS CLI commands and access AWS documentation, resources, and prompt templates through the Model Context Protocol with support for Unix pipes and secure Docker-based deployment.

  Last updated 2025-11-26

  MIT

• aaws - AI-Assisted AWS CLI

  farmountain

  -

  security

  A

  license

  -

  quality

  A Python CLI package aaws published to GitHub with PyPI distribution via GitHub Actions. Natural language in → AWS CLI command out, with explain, confirm, and safety layers. Available as MCP server.

  Last updated 2026-04-07

  Apache 2.0

• AWS Sage

  arunsanna

  -

  security

  A

  license

  -

  quality

  A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.

  Last updated 2025-12-29

  6

  MIT

• AWS S3 MCP Server

  gangadharrr

  -

  security

  A

  license

  -

  quality

  Enables interaction with AWS S3 storage through bucket operations (create, delete, list), object management (upload, download, delete, list), and bucket policy configuration using AWS credentials.

  Last updated 2026-02-21

  5

  1

  MIT

• AWS Model Context Protocol

  alexei-led

  -

  security

  A

  license

  -

  quality

  A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.

  Last updated 2026-02-27

  181

  MIT

• aws-pricing-mcp

  trilogy-group

  -

  security

  A

  license

  -

  quality

  aws-pricing-mcp

  Last updated 2025-07-24

  20

  Python

  MIT

• AWS SES MCP

  omd01

  -

  security

  A

  license

  -

  quality

  An MCP server that enables sending emails directly through AWS SES without copy-pasting, supporting plain text and HTML emails with features like CC, BCC, and reply-to functionality.

  Last updated 2025-03-22

  3

  MIT

• AWS Athena MCP Server

  ColeMurray

  -

  security

  A

  license

  -

  quality

  Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.

  Last updated 2026-03-09

  19

  MIT

• AWS MCP Server

  SergioSediq

  -

  security

  A

  license

  -

  quality

  A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.

  Last updated 2026-02-22

  7

  ISC