AWS MCP Servers

RAG App on AWS

40

Deploys a complete AWS backend infrastructure for retrieval-augmented generation applications, integrating with Gemini Pro and a Streamlit UI.

Aws Athena

38

Enables AI assistants to execute SQL queries against AWS Athena databases and retrieve results.

End-to-End Agentic AI Automation Lab

33

Explore real-world projects and advanced implementations of agentic AI systems, multi-agent frameworks, RAG pipelines, and AI workflow automation.

AWS

27

Manages AWS cloud resources through a natural language chat interface.

CloudWatch Logs

25

Provides an interface to list log groups and read log entries from AWS CloudWatch, enabling AI assistants to access logging information.

Aws Resources

22

Enables querying of AWS resources using boto3 code snippets via a Model Context Protocol (MCP) server.

Powertools Search

21

Enables Large Language Models (LLMs) to search through AWS Lambda Powertools documentation across multiple runtimes.

SysOperator

20

Enables AI assistants to interact with and manage infrastructure-as-code operations for Ansible, Terraform, and LocalStack.

EKS AI Inference Guidance

19

Implement a comprehensive, scalable machine learning inference architecture on Amazon EKS for deploying Large Language Models (LLMs) with agentic AI capabilities, including Retrieval Augmented Generation (RAG) and intelligent document processing.

DeployStack

17

Simplifies the deployment of Model Context Protocol (MCP) servers by providing a purpose-built CI/CD platform.

AWS EC2 Pricing

16

Query real-time AWS EC2 pricing data to find the cheapest instances based on CPU, RAM, and other specifications.

Cost Effective and Scalable Models Inference on AWS Graviton

15

Establishes a comprehensive and scalable ML inference architecture on Amazon EKS, optimizing for cost-effective CPU inference with Graviton processors and accelerated GPU inference, while providing an end-to-end platform for deploying LLMs with agentic AI, RAG, and intelligent document processing.

CFM Tips

15

Provides comprehensive AWS cost analysis and optimization recommendations based on proven best practices.

Lambda SAM

12

Implements a Model Context Protocol (MCP) server using AWS Lambda and SAM for serverless operation.

DuckDB

11

Connects AI assistants to DuckDB for powerful data analysis through the Model Context Protocol.

Kube Audit

Enables AI agents, assistants, and chatbots to query Kubernetes Audit Logs through the Model Context Protocol (MCP).

AWS IReveal

Provides a unified interface to AWS services, enabling security teams and incident responders to investigate and analyze security incidents within their AWS environment.

QuantGeekDev OAuth2.1

Implements a reference authorization server based on the draft MCP OAuth 2.1 specification.

Sample Builder

Extends AI assistant capabilities with example Model Context Protocol (MCP) servers written in Rust.

DocMCP

Indexes technical documentation on a local vector database and integrates with AI IDEs for semantic search.