Best AI GitHub Repos

A collection of MCP servers.

Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore, connecting tools, memory, policies, evaluation, debugging, and production hardening.

Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run penetration tests with AWS DevOps Agent and AWS Security Agent.

Build full-stack apps with AWS Amplify Gen 2 using guided workflows for authentication, data models, storage, GraphQL APIs, and Lambda functions.

Build, deploy, and operate applications on AWS. Skills to author infrastructure-as-code, use core services, and complete common tasks.

Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena.

AWS development toolkit — 34 skills, 11 agents, and 3 MCP servers for building, migrating, and performing architecture reviews on AWS.

Design, build, deploy, test, and debug serverless applications with AWS Serverless services.

Personalized architecture, cost, security, and migration guidance for startups. From day-one account setup and security baselines to production-ready infrastructure, cost optimization, and beyond. Includes AWS Activate Credits eligibility, 60+ exclusive startup offers, and multi-account multi-region support. Built on expertise from AWS Startup Solutions Architects and patterns from 350,000+ startups.

Migrate, modernize, and upgrade codebases to AWS. Transforms .NET Framework to .NET 8/10, mainframe COBOL to Java, VMware VMs to EC2, SQL Server to Aurora, and upgrades Java/Python/Node.js versions and AWS SDKs. AWS Transform - continuous modernization analyzes codebases for tech debt, security issues, and upgrade opportunities, then remediates them.

Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform real-world tasks: listing resources, validating deployments, diagnosing infrastructure issues, and optimizing costs across 50+ Azure services.

Expert assistant for Azure Cosmos DB. Data modeling, query optimization, performance tuning, and best practices.

Official agent plugin providing skills and MCP server configurations for Azure scenarios.

Build and deploy Base44 full-stack apps with CLI project management and JavaScript/TypeScript SDK development skills

Official Bigdata.com plugin providing financial research, analytics, and intelligence tools powered by Bigdata MCP.

Data Analytics skills for BigQuery

Predict structures, screen molecules and proteins, and design binders with Boltz from Claude Code.

Work with your Box content directly from Claude Code. Search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and extract data without leaving your workflow.

Browser Harness | Self-healing harness that enables LLMs to complete any task.

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

AI agents, automations and apps that run your operations. Model agnostic.

Build hours code to share.