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The official Python SDK for Model Context Protocol servers and clients

Python 20,323 2,813 Updated Nov 28, 2025

A set of tools that gives agents powerful capabilities.

Python 806 217 Updated Nov 26, 2025

A model-driven approach to building AI agents in just a few lines of code.

Python 4,119 501 Updated Nov 26, 2025

Universal memory layer for AI Agents

Python 43,685 4,728 Updated Nov 27, 2025

No fortress, purely open ground. OpenManus is Coming.

Python 51,046 8,909 Updated Nov 17, 2025

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

Python 73,079 8,719 Updated Nov 28, 2025

A collection of MCP servers.

75,850 6,398 Updated Nov 28, 2025

Boto3, an AWS SDK for Python

Python 9,606 1,938 Updated Nov 28, 2025

A simple and clear example for implement a chatbot with Bedrock (Claude, Nova and DeepSeek) + LangChain + Streamlit.

Python 91 36 Updated Mar 11, 2025

Production-ready platform for agentic workflow development.

TypeScript 120,099 18,648 Updated Nov 29, 2025

Foundation Model Evaluations Library

Python 272 58 Updated Aug 7, 2025

100% free and interactive Python course for beginners

Python 1,446 159 Updated Nov 26, 2025

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

Jupyter Notebook 1,302 598 Updated Nov 24, 2025

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Python 6,367 692 Updated Nov 28, 2025

GPT-Fathom is an open-source and reproducible LLM evaluation suite, benchmarking 10+ leading open-source and closed-source LLMs as well as OpenAI's earlier models on 20+ curated benchmarks under al…

Python 346 22 Updated Apr 10, 2024

Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.

Go 156,757 13,789 Updated Nov 29, 2025
Jupyter Notebook 282 69 Updated Aug 20, 2025

🔎 Open source distributed and RESTful search engine.

Java 11,962 2,329 Updated Nov 28, 2025
Shell 16 Updated Jul 25, 2025

Helping developers to use AWS Graviton2, Graviton3, and Graviton4 processors which power the 6th, 7th, and 8th generation of Amazon EC2 instances (C6g[d], M6g[d], R6g[d], T4g, X2gd, C6gn, I4g, Im4g…

Python 1,010 223 Updated Oct 20, 2025

Multi-Cloud Security Auditing Tool

Python 7,455 1,163 Updated Sep 23, 2025

Quagga Tracking repository - Master is at http://git.savannah.gnu.org/cgit/quagga.git

C 370 172 Updated Sep 1, 2022

Metrics exporter for Amazon AWS CloudWatch

Java 966 340 Updated Nov 18, 2025

tsunami-udp 是一款专为网络加速诞生的小工具。 用TCP进行传输控制、用UDP进行数据传输。

C 207 76 Updated Oct 29, 2014

A package build system for Termux.

Shell 15,267 3,757 Updated Nov 29, 2025
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