AWS MCP Server

AWS MCP Server

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.

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AWS MCP Server

A Model Context Protocol (MCP) server that provides Claude Desktop with tools to interact with AWS services using your machine's configured AWS profiles.

Features

  • 208 AWS tools across 57 services: EC2, S3, IAM, Lambda, CloudWatch, ECS, RDS, DynamoDB, SQS, SNS, SES, ECR, ElastiCache, API Gateway, CloudFront, Route53, Cost Explorer, Cognito, MemoryDB, DocumentDB, OpenSearch, EKS, Athena, Glue, MWAA, Firehose, Secrets Manager, SSM, Lake Formation, CloudTrail, CloudFormation, KMS, ACM, Kinesis, EMR, SageMaker, VPC, Organizations, Resource Groups, EventBridge, ELB v2, Auto Scaling, Step Functions, WAF v2, GuardDuty, Security Hub, CodePipeline, CodeBuild, CodeDeploy, Redshift, EFS, AWS Backup, and more
  • Multi-profile support — use any AWS profile from ~/.aws/config
  • Readonly by default — starts in safe mode; use --write to allow mutating operations
  • Sensitive data gate — Secrets Manager and decrypted SSM reads require extra authentication even in write-enabled mode
  • Structured JSONL logging — every operation is logged to logs/aws_mcp.jsonl
  • OpenTelemetry tracing (opt-in) — distributed traces are exported only when OTEL_EXPORTER_OTLP_ENDPOINT is set
  • Pre-push security scans — semgrep, gitleaks, trivy, bandit, and pip-audit can block unsafe pushes
  • Cross-platform — works on Ubuntu/Linux, macOS, and Windows

Requirements

  • Python 3.12+
  • AWS CLI configured with profiles (~/.aws/config and ~/.aws/credentials)

Quick Start

1. Setup

cd aws-mcp
chmod +x setup.sh
./setup.sh

Or manually:

python3 -m venv .venv
source .venv/bin/activate        # Linux/macOS
# .venv\Scripts\activate         # Windows
pip install -e ".[dev]"

2. Test the server

# Verify it starts (will wait for MCP input on stdin, Ctrl+C to stop)
.venv/bin/python main.py

3. Configure Claude Desktop

Edit your Claude Desktop configuration file:

OS Config file path
Linux ~/.config/Claude/claude_desktop_config.json
macOS ~/Library/Application Support/Claude/claude_desktop_config.json
Windows %APPDATA%\Claude\claude_desktop_config.json

Add the server to the mcpServers section:

{
  "mcpServers": {
    "aws-mcp": {
      "command": "/absolute/path/to/aws-mcp/.venv/bin/python",
      "args": [
        "/absolute/path/to/aws-mcp/main.py"
      ]
    }
  }
}

See claude_desktop_config.example.json for a full example with multiple configurations.

Windows configuration

{
  "mcpServers": {
    "aws-mcp": {
      "command": "C:\\path\\to\\aws-mcp\\.venv\\Scripts\\python.exe",
      "args": [
        "C:\\path\\to\\aws-mcp\\main.py"
      ]
    }
  }
}

4. Restart Claude Desktop

After saving the configuration, restart Claude Desktop. The AWS tools will appear in the tools menu.

CLI Options

Flag Description Default
--readonly Force readonly mode explicitly On
--write Allow mutating operations Off
--log-dir Directory for JSONL log files logs
--log-level Log verbosity: DEBUG, INFO, WARNING, ERROR INFO

Sensitive Data Access

Some operations can return secret or decrypted data directly to the MCP client. These operations now require an extra approval token even when the server is running with --write.

Protected flows:

  1. aws_secretsmanager_get_secret_value
  2. aws_ssm_get_parameter with with_decryption=true
  3. aws_ssm_get_parameters_by_path with with_decryption=true
  4. Equivalent sensitive calls made through aws_execute

Set an out-of-band token in the server environment:

export AWS_MCP_SENSITIVE_ACCESS_TOKEN="replace-with-a-long-random-token"

For protected operations, pass all three fields below:

{
  "sensitive_access_token": "replace-with-a-long-random-token",
  "sensitive_access_reason": "incident response for production database access",
  "sensitive_access_acknowledged": true
}

Notes:

  1. SSM decryption now defaults to false.
  2. KMS metadata tools remain read-only. If a future KMS tool can return plaintext, it must use the same gate.

Available Tools (208 total)

Profile Management

Tool Description Readonly
aws_list_profiles List all configured AWS profiles and their regions Allowed
aws_get_caller_identity Get STS caller identity for a profile Allowed

EC2

Tool Description Readonly
aws_ec2_describe_instances List/describe EC2 instances Allowed
aws_ec2_describe_security_groups Describe security groups Allowed
aws_ec2_manage_instances Start/stop/reboot instances DryRun=True

S3

Tool Description Readonly
aws_s3_list_buckets List S3 buckets Allowed
aws_s3_list_objects List objects in a bucket Allowed
aws_s3_get_object Download and read an object Allowed
aws_s3_put_object Upload an object Blocked
aws_s3_delete_objects Delete objects Blocked

IAM

Tool Description Readonly
aws_iam_list_users List IAM users Allowed
aws_iam_list_roles List IAM roles Allowed
aws_iam_list_policies List IAM policies Allowed

Lambda

Tool Description Readonly
aws_lambda_list_functions List Lambda functions Allowed
aws_lambda_get_function Get function config and metadata Allowed
aws_lambda_invoke Invoke a function InvocationType=DryRun

CloudWatch Logs

Tool Description Readonly
aws_logs_describe_log_groups List log groups Allowed
aws_logs_get_log_events Get events from a log stream Allowed
aws_logs_filter_log_events Search logs with a filter pattern Allowed

CloudWatch Metrics & Alarms

Tool Description Readonly
aws_cloudwatch_describe_alarms List alarms with state and threshold config Allowed
aws_cloudwatch_list_metrics List available metrics by namespace Allowed
aws_cloudwatch_get_metric_data Retrieve time-series data for multiple metrics Allowed
aws_cloudwatch_get_metric_statistics Get statistics for a single metric Allowed

ECS

Tool Description Readonly
aws_ecs_list_clusters List ECS clusters Allowed
aws_ecs_describe_clusters Describe cluster details Allowed
aws_ecs_list_services List services in a cluster Allowed
aws_ecs_describe_services Describe service details Allowed
aws_ecs_list_tasks List tasks in a cluster Allowed
aws_ecs_describe_tasks Describe task details Allowed

RDS

Tool Description Readonly
aws_rds_describe_db_instances Describe RDS instances Allowed
aws_rds_describe_db_clusters Describe Aurora clusters Allowed

DynamoDB

Tool Description Readonly
aws_dynamodb_list_tables List DynamoDB tables Allowed
aws_dynamodb_describe_table Describe table schema and settings Allowed
aws_dynamodb_query Query a table by key condition Allowed
aws_dynamodb_scan Scan a table (use sparingly) Allowed

SQS

Tool Description Readonly
aws_sqs_list_queues List SQS queues Allowed
aws_sqs_get_queue_attributes Get queue attributes (message count, DLQ, etc.) Allowed
aws_sqs_receive_message Peek messages without deleting Allowed
aws_sqs_send_message Send a message to a queue Blocked
aws_sqs_purge_queue Purge all messages from a queue Blocked

SNS

Tool Description Readonly
aws_sns_list_topics List SNS topics Allowed
aws_sns_get_topic_attributes Get topic attributes Allowed
aws_sns_list_subscriptions List subscriptions Allowed
aws_sns_publish Publish a message to a topic Blocked

SES

Tool Description Readonly
aws_ses_list_identities List verified email addresses and domains Allowed
aws_ses_get_send_statistics Get sending stats (deliveries, bounces, etc.) Allowed
aws_ses_get_send_quota Get sending quota and current usage Allowed
aws_ses_get_identity_verification_attributes Get verification status Allowed
aws_ses_send_email Send an email Blocked

ECR

Tool Description Readonly
aws_ecr_describe_repositories List and describe ECR repositories Allowed
aws_ecr_list_images List images in a repository Allowed
aws_ecr_describe_images Get image metadata (size, scan status, vulns) Allowed
aws_ecr_get_lifecycle_policy Get repository lifecycle policy Allowed

ElastiCache (Redis / Memcached)

Tool Description Readonly
aws_elasticache_describe_cache_clusters Describe clusters (engine, node type, endpoints) Allowed
aws_elasticache_describe_replication_groups Describe Redis replication groups Allowed
aws_elasticache_describe_serverless_caches Describe serverless caches Allowed
aws_elasticache_describe_events Get recent events (maintenance, failover, etc.) Allowed

ELB v2 (ALB / NLB)

Tool Description Readonly
aws_elbv2_describe_load_balancers List ALBs, NLBs, and Gateway LBs Allowed
aws_elbv2_describe_target_groups List target groups Allowed
aws_elbv2_describe_target_health Get health of targets in a target group Allowed
aws_elbv2_describe_listeners List listeners for a load balancer Allowed

Auto Scaling

Tool Description Readonly
aws_autoscaling_describe_auto_scaling_groups List ASGs with capacity and instance details Allowed
aws_autoscaling_describe_scaling_policies List scaling policies Allowed
aws_autoscaling_describe_scaling_activities Get recent scale-out/in events Allowed
aws_autoscaling_describe_launch_configurations List launch configurations Allowed

API Gateway

Tool Description Readonly
aws_apigateway_get_rest_apis List REST APIs (v1) Allowed
aws_apigateway_get_resources List resources/paths for a REST API Allowed
aws_apigateway_get_stages List stages for a REST API Allowed
aws_apigatewayv2_get_apis List HTTP/WebSocket APIs (v2) Allowed
aws_apigatewayv2_get_routes List routes for an HTTP/WS API Allowed
aws_apigatewayv2_get_stages List stages for an HTTP/WS API Allowed

CloudFront

Tool Description Readonly
aws_cloudfront_list_distributions List distributions with domains/origins Allowed
aws_cloudfront_get_distribution Get full distribution configuration Allowed
aws_cloudfront_list_invalidations List cache invalidation requests Allowed
aws_cloudfront_create_invalidation Create a cache invalidation Blocked

Route53

Tool Description Readonly
aws_route53_list_hosted_zones List hosted zones (DNS domains) Allowed
aws_route53_get_hosted_zone Get zone details and NS records Allowed
aws_route53_list_resource_record_sets List DNS records in a zone Allowed
aws_route53_change_resource_record_sets Create/update/delete DNS records Blocked

VPC

Tool Description Readonly
aws_vpc_describe_vpcs Describe VPCs Allowed
aws_vpc_describe_subnets Describe subnets Allowed
aws_vpc_describe_nat_gateways Describe NAT gateways Allowed
aws_vpc_describe_internet_gateways Describe internet gateways Allowed
aws_vpc_describe_route_tables Describe route tables Allowed
aws_vpc_describe_vpc_peering_connections Describe VPC peering connections Allowed

Cost Explorer

Tool Description Readonly
aws_ce_get_cost_and_usage Get cost and usage data for a date range Allowed
aws_ce_get_cost_forecast Forecast future AWS costs Allowed

KMS

Tool Description Readonly
aws_kms_list_keys List KMS keys Allowed
aws_kms_describe_key Describe a KMS key Allowed
aws_kms_list_aliases List KMS key aliases Allowed

ACM (Certificate Manager)

Tool Description Readonly
aws_acm_list_certificates List ACM certificates Allowed
aws_acm_describe_certificate Get full certificate details Allowed

Secrets Manager

Tool Description Readonly
aws_secretsmanager_list_secrets List secrets (names/metadata, not values) Allowed
aws_secretsmanager_describe_secret Get secret metadata and rotation info Allowed
aws_secretsmanager_get_secret_value Retrieve actual secret value Blocked

SSM (Systems Manager)

Tool Description Readonly
aws_ssm_describe_parameters List Parameter Store parameters Allowed
aws_ssm_get_parameter Get a parameter value (decrypts SecureString) Allowed
aws_ssm_get_parameters_by_path Get parameters under a path hierarchy Allowed
aws_ssm_describe_instance_information List SSM-managed instances Allowed
aws_ssm_put_parameter Create/update a parameter Blocked

Cognito

Tool Description Readonly
aws_cognito_list_user_pools List Cognito user pools Allowed
aws_cognito_describe_user_pool Get user pool configuration details Allowed
aws_cognito_list_users List users in a user pool Allowed
aws_cognito_list_groups List groups in a user pool Allowed

EKS

Tool Description Readonly
aws_eks_list_clusters List EKS clusters Allowed
aws_eks_describe_cluster Describe cluster details Allowed
aws_eks_list_nodegroups List node groups in a cluster Allowed
aws_eks_describe_nodegroup Describe node group details Allowed
aws_eks_list_fargate_profiles List Fargate profiles Allowed

Kinesis

Tool Description Readonly
aws_kinesis_list_streams List Kinesis data streams Allowed
aws_kinesis_describe_stream Describe a stream Allowed
aws_kinesis_list_shards List shards in a stream Allowed

Firehose

Tool Description Readonly
aws_firehose_list_delivery_streams List delivery streams Allowed
aws_firehose_describe_delivery_stream Describe stream configuration Allowed

Step Functions

Tool Description Readonly
aws_sfn_list_state_machines List state machines Allowed
aws_sfn_describe_state_machine Get state machine definition Allowed
aws_sfn_list_executions List executions for a state machine Allowed
aws_sfn_describe_execution Get execution status and output Allowed
aws_sfn_get_execution_history Get execution event history Allowed

EventBridge

Tool Description Readonly
aws_events_list_event_buses List event buses Allowed
aws_events_list_rules List rules on an event bus Allowed
aws_events_describe_rule Get full rule configuration Allowed
aws_events_list_targets_by_rule List targets attached to a rule Allowed

WAF v2

Tool Description Readonly
aws_wafv2_list_web_acls List Web ACLs (REGIONAL or CLOUDFRONT) Allowed
aws_wafv2_get_web_acl Get full Web ACL configuration Allowed
aws_wafv2_get_web_acl_for_resource Get Web ACL associated with a resource Allowed
aws_wafv2_list_ip_sets List IP sets (allow/block lists) Allowed
aws_wafv2_list_rule_groups List rule groups Allowed

GuardDuty

Tool Description Readonly
aws_guardduty_list_detectors List detector IDs Allowed
aws_guardduty_get_detector Get detector configuration Allowed
aws_guardduty_list_findings List finding IDs (filter by severity/type) Allowed
aws_guardduty_get_findings Get full finding details Allowed
aws_guardduty_get_findings_statistics Get findings count by severity Allowed

Security Hub

Tool Description Readonly
aws_securityhub_describe_hub Get Security Hub configuration Allowed
aws_securityhub_get_findings Get findings from all integrated services Allowed
aws_securityhub_get_findings_summary Get findings count by severity Allowed
aws_securityhub_list_standards_subscriptions List enabled security standards Allowed
aws_securityhub_list_enabled_products_for_import List active integrations Allowed

CodePipeline

Tool Description Readonly
aws_codepipeline_list_pipelines List pipelines Allowed
aws_codepipeline_get_pipeline Get pipeline structure Allowed
aws_codepipeline_get_pipeline_state Get current stage execution state Allowed
aws_codepipeline_list_pipeline_executions List recent executions Allowed

CodeBuild

Tool Description Readonly
aws_codebuild_list_projects List build project names Allowed
aws_codebuild_batch_get_projects Get project configuration details Allowed
aws_codebuild_list_builds_for_project List recent build IDs for a project Allowed
aws_codebuild_batch_get_builds Get build details (status, phases, logs) Allowed

CodeDeploy

Tool Description Readonly
aws_codedeploy_list_applications List application names Allowed
aws_codedeploy_list_deployment_groups List deployment groups Allowed
aws_codedeploy_list_deployments List deployments with status filter Allowed
aws_codedeploy_get_deployment Get full deployment details Allowed

Athena

Tool Description Readonly
aws_athena_list_work_groups List Athena workgroups Allowed
aws_athena_list_databases List databases in a catalog Allowed
aws_athena_list_table_metadata List tables in a database Allowed
aws_athena_start_query_execution Start a SQL query Blocked
aws_athena_get_query_execution Get query status Allowed
aws_athena_get_query_results Get query results Allowed

Glue

Tool Description Readonly
aws_glue_get_databases List Glue Data Catalog databases Allowed
aws_glue_get_tables List tables in a database Allowed
aws_glue_get_jobs List Glue ETL jobs Allowed
aws_glue_get_job_runs Get runs for a specific job Allowed
aws_glue_get_crawlers List Glue crawlers Allowed
aws_glue_start_job_run Start a Glue ETL job Blocked

MWAA (Managed Airflow)

Tool Description Readonly
aws_mwaa_list_environments List MWAA environments Allowed
aws_mwaa_get_environment Get environment details Allowed

Lake Formation

Tool Description Readonly
aws_lakeformation_get_data_lake_settings Get data lake settings Allowed
aws_lakeformation_list_permissions List permissions on resources Allowed
aws_lakeformation_list_resources List registered resources Allowed

CloudTrail

Tool Description Readonly
aws_cloudtrail_describe_trails Describe trails in the account Allowed
aws_cloudtrail_get_trail_status Get trail logging status Allowed
aws_cloudtrail_lookup_events Look up recent management events Allowed

CloudFormation

Tool Description Readonly
aws_cfn_list_stacks List stacks with status filter Allowed
aws_cfn_describe_stacks Get detailed stack info Allowed
aws_cfn_list_stack_resources List resources in a stack Allowed
aws_cfn_get_template Get stack template body Allowed
aws_cfn_describe_stack_events Get stack events (for debugging) Allowed

Redshift

Tool Description Readonly
aws_redshift_describe_clusters List clusters with status and endpoint Allowed
aws_redshift_describe_cluster_snapshots List manual and automated snapshots Allowed
aws_redshift_describe_cluster_parameters List parameter group settings Allowed

EFS (Elastic File System)

Tool Description Readonly
aws_efs_describe_file_systems List EFS file systems Allowed
aws_efs_describe_mount_targets List mount targets Allowed
aws_efs_describe_access_points List access points Allowed

AWS Backup

Tool Description Readonly
aws_backup_list_backup_plans List backup plans Allowed
aws_backup_list_backup_vaults List backup vaults Allowed
aws_backup_list_backup_jobs List backup jobs with status Allowed
aws_backup_list_recovery_points_by_backup_vault List recovery points in a vault Allowed

EMR

Tool Description Readonly
aws_emr_list_clusters List EMR clusters Allowed
aws_emr_describe_cluster Describe cluster details Allowed
aws_emr_list_steps List steps in a cluster Allowed

SageMaker

Tool Description Readonly
aws_sagemaker_list_endpoints List inference endpoints Allowed
aws_sagemaker_describe_endpoint Get endpoint configuration Allowed
aws_sagemaker_list_notebook_instances List notebook instances Allowed
aws_sagemaker_list_training_jobs List training jobs Allowed

OpenSearch

Tool Description Readonly
aws_opensearch_list_domain_names List OpenSearch domain names Allowed
aws_opensearch_describe_domain Describe domain configuration Allowed
aws_opensearch_describe_domain_health Get domain cluster health Allowed

DocumentDB

Tool Description Readonly
aws_docdb_describe_db_clusters Describe DocumentDB clusters Allowed
aws_docdb_describe_db_instances Describe DocumentDB instances Allowed

MemoryDB

Tool Description Readonly
aws_memorydb_describe_clusters Describe MemoryDB clusters Allowed
aws_memorydb_describe_snapshots Describe MemoryDB snapshots Allowed

Organizations

Tool Description Readonly
aws_organizations_describe_organization Describe the AWS Organization Allowed
aws_organizations_list_accounts List all accounts in the organization Allowed
aws_organizations_list_organizational_units List OUs for a parent Allowed
aws_organizations_list_roots List organization roots Allowed

Resource Groups & Tag Manager

Tool Description Readonly
aws_tagging_get_resources Find resources by tag across all services Allowed
aws_tagging_get_tag_keys List all tag keys in the account/region Allowed
aws_tagging_get_tag_values List all values for a tag key Allowed
aws_resourcegroups_list_groups List Resource Groups Allowed

General

Tool Description Readonly
aws_execute Execute any AWS API call Depends on operation

Readonly Mode

The server starts in readonly mode by default. When readonly mode is active, it enforces these rules:

  1. Read-only operations (list*, describe*, get*, etc.) — always allowed
  2. Mutating operations with DryRun support (e.g., EC2 start/stop, Lambda invoke) — executed with DryRun=True to validate permissions without making changes
  3. Mutating operations without DryRun (e.g., S3 put/delete, SSM put, SQS send) — blocked with a clear error message

This makes it safe to give Claude access to production AWS accounts for observation and troubleshooting.

Logging

All operations are logged in JSONL format to logs/aws_mcp.jsonl. Each line is a JSON object with fields:

{
  "timestamp": "2025-03-25T12:00:00.000000+00:00",
  "level": "INFO",
  "logger": "aws_mcp",
  "message": "Tool 'aws_ec2_describe_instances' completed successfully",
  "tool_name": "aws_ec2_describe_instances",
  "duration_ms": 342.15,
  "aws_profile": "production",
  "aws_region": "sa-east-1"
}

Telemetry (OpenTelemetry)

Every tool invocation creates an OpenTelemetry span with attributes like tool.name, aws.profile, aws.region, and duration_ms.

To export traces to an observability backend (Jaeger, Grafana Tempo, etc.):

OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317 .venv/bin/python main.py

Without the environment variable, tracing stays disabled.

Security Hooks

The repository ships with a versioned pre-push hook in .githooks/pre-push. Running ./setup.sh configures core.hooksPath automatically.

The hook runs scripts/security_scan.sh, which executes:

  1. semgrep --config auto
  2. gitleaks detect
  3. trivy fs
  4. bandit -r aws_mcp main.py
  5. pip-audit

Required external binaries:

  1. gitleaks
  2. trivy

Python-based scanners are installed by default with pip install -e ".[dev]" during ./setup.sh. If you only want runtime dependencies, run INSTALL_DEV_TOOLS=0 ./setup.sh.

Project Structure

aws-mcp/
├── main.py                     # Entry point
├── aws_mcp/
│   ├── __init__.py             # App initialization
│   ├── server.py               # MCP server and tool dispatch
│   ├── config.py               # CLI argument parsing
│   ├── aws_client.py           # boto3 session management
│   ├── readonly_guard.py       # Readonly mode enforcement
│   ├── logging_config.py       # JSONL logging setup
│   ├── telemetry.py            # OpenTelemetry setup
│   └── tools/
│       ├── __init__.py         # Tool registry and loader
│       ├── profiles.py         # AWS profile / STS tools
│       ├── ec2.py              # EC2 tools
│       ├── s3.py               # S3 tools
│       ├── iam.py              # IAM tools
│       ├── lambda_tool.py      # Lambda tools
│       ├── cloudwatch.py       # CloudWatch Logs, Metrics & Alarms
│       ├── ecs.py              # ECS tools
│       ├── rds.py              # RDS tools
│       ├── dynamodb.py         # DynamoDB tools
│       ├── sqs.py              # SQS tools
│       ├── sns.py              # SNS tools
│       ├── ses.py              # SES tools
│       ├── ecr.py              # ECR tools
│       ├── elasticache.py      # ElastiCache (Redis/Memcached)
│       ├── elbv2.py            # ALB / NLB / Gateway LB
│       ├── autoscaling.py      # Auto Scaling Groups
│       ├── apigateway.py       # API Gateway v1 + v2
│       ├── cloudfront.py       # CloudFront
│       ├── route53.py          # Route53
│       ├── vpc.py              # VPC, subnets, gateways
│       ├── kms.py              # KMS keys and aliases
│       ├── acm.py              # ACM certificates
│       ├── cost_explorer.py    # Cost Explorer
│       ├── secretsmanager.py   # Secrets Manager
│       ├── ssm.py              # SSM Parameter Store
│       ├── cognito.py          # Cognito user pools
│       ├── eks.py              # EKS clusters and node groups
│       ├── kinesis.py          # Kinesis Data Streams
│       ├── firehose.py         # Kinesis Firehose
│       ├── stepfunctions.py    # Step Functions
│       ├── eventbridge.py      # EventBridge
│       ├── wafv2.py            # WAF v2
│       ├── guardduty.py        # GuardDuty
│       ├── securityhub.py      # Security Hub
│       ├── codepipeline.py     # CodePipeline
│       ├── codebuild.py        # CodeBuild
│       ├── codedeploy.py       # CodeDeploy
│       ├── athena.py           # Athena
│       ├── glue.py             # Glue
│       ├── mwaa.py             # MWAA (Managed Airflow)
│       ├── lakeformation.py    # Lake Formation
│       ├── cloudtrail.py       # CloudTrail
│       ├── cloudformation.py   # CloudFormation
│       ├── redshift.py         # Redshift
│       ├── efs.py              # EFS
│       ├── backup.py           # AWS Backup
│       ├── emr.py              # EMR
│       ├── sagemaker.py        # SageMaker
│       ├── opensearch.py       # OpenSearch
│       ├── documentdb.py       # DocumentDB
│       ├── memorydb.py         # MemoryDB
│       ├── organizations.py    # Organizations
│       ├── resourcegroups.py   # Resource Groups & Tag Manager
│       └── general.py          # General-purpose AWS executor
├── logs/                       # JSONL log output
├── pyproject.toml              # Package metadata and dependencies
├── setup.sh                    # Setup script
├── claude_desktop_config.example.json
├── LICENSE
└── README.md

License

BSD 3-Clause — see LICENSE for details.

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Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

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Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

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Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

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