67 packages found
The official Python SDK for Model Context Protocol servers and clients
MCP Python Tutorial
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
From a sample document to a running Milvus / Zilliz Cloud search app in minutes — an AI-guided scaffold delivered as a A
Python SDK for interacting with the MCP Toolbox for Databases.
GCO is a platform that spins up EKS Auto Mode clusters across AWS regions, wired together with Global Accelerator for lo
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Int
[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
One-stop shop for building AI-powered products and businesses with Stripe.
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Windows Agent Arena (WAA) 🪟 is a scalable OS platform for testing and benchmarking of multi-modal AI agents.
Desktop Extensions: One-click local MCP server installation in desktop apps
A curated collection of awesome MCP servers, published and monetized as Actors on Apify
Proto for gRPC transport for MCP
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
Status: Experimental. This repository provides a multi-language reference implementation of the variants proposal for th
Status: Experimental. This repository provides a multi-language reference implementation of the proposed interceptor ext
OSCAL tools for AI agents
Open source MCP Servers for AWS
AI Agent Framework, the Pydantic way
The @aws/nx-plugin is a collection of code generators that automate the creation and configuration of cloud-native appli
Engineering reliable analytics agents from scratch with DuckDB, MCP and a semantic layer
Open-source Actor that provides a sandbox for secure execution of AI generated code. Supports Node.js, Python. Provides
Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse CLI, Python SDK, and PAC CLI
Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app
An open-source Digital Worker platform for reliable execution and continuous co-evolution.
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mo
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-langua
Index of all Model Context Protocol (MCP) clients and their capabilities
Open-source, secure environment with real-world tools for enterprise-grade agents.
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
The official Swift SDK for Model Context Protocol servers and clients.
Python toolkit for building graph-enhanced GenAI applications
Example of using MCP Gateway with E2B sandboxes
Claude Code Sandbox with FastAPI Backend
MCP server for interacting with SingleStore Management API and services
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies
Give a device-local AI agent its own Microsoft Entra identity. Reference implementation for Microsoft Agent 365 and Entr
Minimal Python MCP server demo for AI Tour: tracks expenses in CSV, exposes them as a resource, and runs in VS Code with
A Model Context Protocol (MCP) server that provides comprehensive customer sales database access for Zava Retail DIY Bus
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
Open-source Next.js template for building apps that are fully generated by AI. By E2B.
Agent-native file search CLI for large local workspaces, ideal for managing memory, skill, codebase and knowledgebase.
Claude Code plugin that sends OpenTelemetry traces to Logfire.
AI computer use powered by open source LLMs and E2B Desktop Sandbox
A dedicated MCP app samples repository for lightweight, pattern-focused UI samples.
Jagged Frontier: LLM vulnerability detection benchmark harnesses (API + Claude Code agentic)