Browse: Frameworks
The Best AI Agent Harness - Batteries-Included OpenCode Plugin with Multi-Model Orchestration, Parallel Background Agents, and Crafted LSP/AST Tools
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
A light-weight and flexible data validation and testing tool for statistical data objects.
The PEX packaging toolchain.
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Extensible memoizing collections and decorators
Framework for large language model evaluations
A code generation and project patching framework.
Agent Swarm framework for AI coding agents and more!
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
OpenCode plugin for Magic Context — cache-aware infinite context, cross-session memory, and background history compression for AI coding agents
The Ultimate Claude Code Toolkit — 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right
FastAPI framework, high performance, easy to learn, fast to code, ready for production
A high-level Python web framework that encourages rapid development and clean, pragmatic design.
Paperclip CLI — orchestrate AI agent teams to run a business
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Build resilient language agents as graphs.
Documentation that simply works
Agent Development Kit
AI Agent Framework, the Pydantic way
Agent Framework / shim to use Pydantic with LLMs, slim package
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
The property-based testing library for Python
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Harness LLMs with Multi-Agent Programming
Form validation and rendering for Python web development.
A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.
TAKT: TAKT Agent Koordination Topology - AI Agent Workflow Orchestration
Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.
Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.
Production-ready community-driven modern Stripe-like API versioning in FastAPI
Generate all the things (focusing on research software)
The agent engineering platform
SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications.
Powerful data structures for data analysis, time series, and statistics
HTTP/2-based RPC framework
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!
Design-first Go framework that generates API code, documentation, and clients. Define once in an elegant DSL, deploy as HTTP and gRPC services with zero drift between code and docs.
Google Cloud Compute API client library
Google Cloud Orchestration Airflow API client library
Google Cloud Workflows API client library
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more.
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
Property-based testing framework for Open API and GraphQL based apps
Framework to build resilient language agents as graphs.
The LLM Anti-Framework
Async client for aws services using botocore and aiohttp
A modern Ruby framework designed for non-blocking I/O and simpler infrastructure
ASGI instrumentation for OpenTelemetry
OpenTelemetry FastAPI Instrumentation
OpenTelemetry Starlette Instrumentation
WSGI Middleware for OpenTelemetry
Web util for OpenTelemetry
Travel through time in your tests.
Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring
The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already in place.
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsur
TensorFlow is an open source machine learning framework for everyone.
Developer-friendly load testing framework
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
Workflow orchestration and management.
"RAG-Anything: All-in-One RAG Framework"
A complete web automation framework for end-to-end testing.
Open-source framework for conversational voice AI agents
Python documentation generator
Most extensible Python build backend with support for C/C++ extension modules
Radically simplified static file serving for WSGI applications
WebSocket client & server library, WAMP real-time framework
An international phone number field for django models.
An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Mock data generation factories
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
Orbax Checkpoint
Agentic RAG R1 Framework via Reinforcement Learning
The AI agent that lives in your framework/browser
pytest plugin to abort hanging tests
A comprehensive evaluation framework for AI agents and LLM applications.
An opinionated list of awesome Pydantic-AI frameworks, libraries, software and resources.
.NET (C#) boilerplate code generator that transforms an EF Core model into a fully customizable .NET (C#) + Angular web app
Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A Django content management system.
Schema for the protocol between CDK framework and CDK CLI
The ultimate LLM/AI application development framework in Go.
Open World Holidays Framework
Settings management using Pydantic
CORS support for aiohttp
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
A framework for building Singer taps and targets
The Yandex Cloud official SDK
Distributed Task Queue.
SGLang is a fast serving framework for large language models and vision language models.
A modern Python package and dependency manager supporting the latest PEP standards
tox is a generic virtualenv management and test command line tool
Pytest plugin for measuring coverage.
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package， enabling any AI agent to instantly upgr
Thin-wrapper around the mock package for easier use with pytest
Pytest plugin to randomly order tests and control random.seed.
Type hints (PEP 484) support for the Sphinx autodoc extension
A Python module for working with the Tableau Server REST API.
Official Box Python SDK
Calculate prices for calling LLM inference APIs.
OpenAI Agents SDK
The Best AI Agent Framework for Agent Collaboration.
Radically simple IT automation
Save 120+ Hours of Setup Pain (I did it for you) – Launch Your OpenClaw Agent Teams with 1 Command (15+ Recipes)
DSPy: The framework for programming—not prompting—language models
Agent Zero AI framework
A framework for managing and maintaining multi-language pre-commit hooks.
Fast inference engine for Transformer models
the modular source code checker: pep8 pyflakes and co
django-taggit is a reusable Django application for simple tagging.
Business Apps Made Simple with Asp.Net Core MVC / TypeScript
[GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to interact with GenAI agent in code using structure data and chained-calls syntax 🧩 Use Event-Driven Flow
Simple LRU cache for asyncio
Async http client/server framework (asyncio)
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
Dagster is an orchestration platform for the development, production, and observation of data assets.
Package for AWS-specific Dagster framework solid and resource components.
A framework for elegantly configuring complex applications
A collection of framework independent HTTP protocol utils.
ai-rules is a governance framework designed to solve "Architectural Decay" in AI-driven development. It forces AI Agents (Cursor, Windsurf, Copilot) to respect your project's boundaries, UI libraries,
Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for models, tools, memory, realtime voice, and more. ADK-Rust is a flexible framework for developing AI agents wi
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
A pytest wrapper with fixtures for Playwright to automate web browsers
A simple framework for building complex web applications.
Web APIs for Django, made easy.
the blessed package to manage your versions by scm tags
pytest plugin to re-run tests to eliminate flaky failures
Core component of the Microsoft Graph Python SDK
django-cors-headers is a Django application for handling the server headers required for Cross-Origin Resource Sharing (CORS).
OpenTelemetry Python API
OpenTelemetry Collector Exporters
OpenTelemetry Protobuf encoding
OpenTelemetry Collector Protobuf over gRPC Exporter
OpenTelemetry Collector Protobuf over HTTP Exporter
Prometheus Metric Exporter for OpenTelemetry
OpenTelemetry B3 Propagator
OpenTelemetry Python Proto
OpenTelemetry Python SDK
OpenTelemetry Semantic Conventions
Automated generation of real Swagger/OpenAPI 2.0 schemas from Django Rest Framework code.
Unified framework for building enterprise RAG pipelines with small, specialized models
The Slack API Platform SDK for Python
A pytest plugin powered by VCR.py to record and replay HTTP traffic
A wizard-like JSON serialization library for Python dataclasses
Pydantic OpenAPI schema implementation
Fast implementation of asyncio event loop on top of libuv
Temporal.io Python SDK
The build backend used by PDM that supports latest packaging standards
OpenTelemetry crewAI instrumentation
Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
MCAF is a framework for building software products together with AI coding agents.
VoltAgent Core - AI agent framework for JavaScript
The comprehensive WSGI web application library.
pytest plugin for test session metadata
LaunchDarkly SDK for Python
A Git URL parsing module (supports parsing and rewriting)
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs — everywhere you work.
Inline Matplotlib backend for Jupyter
Your smart, reliable, and friendly personal AI assistant.
Cython bindings for MurmurHash
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
Very basic event publishing system
The official Python library for the llama-cloud API
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
A set of tools, related to machine learning in production.
Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
Interface between LLMs and your data
JupyterLab computational environment
The LLM Evaluation Framework
Jupyter Notebook - A web-based notebook environment for interactive computing
Simple, modern and high performance file watching and code reload in python.
Fileless C2 agent written in pure x64 Assembly for Linux. Features stealth ICMP tunneling, memory-only execution via memfd_create, and terminal-independent daemonization.
Facebook Business SDK
A data analysis library that is optimized for humans instead of machines.
URI parsing, classification and composition
TypeScript SDK for MindStudio direct step execution
🤖 A composable framework for building AI applications.
Provider package apache-airflow-providers-common-sql for Apache Airflow
Agents-flex is A Lightweight Java AI Application Development Framework.
Elegant HTTP Caching for Python
Pack and deploy local AI agents for your team in minutes
A set of server components for JupyterLab and JupyterLab like applications.
PocketFlow from 0 to 1 ｜ 100 行代码构建所有 LLM 应用 ｜ 首个 PocketFlow 交互式教程 ｜ 光速掌握智能体开发实战
Generic automation framework for acceptance testing and robotic process automation (RPA)
An open-source AI assistant framework with skills and agent architecture
The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support
Pytest Snapshot Test Utility
Session replay visualizer for AI agent workflows (Claude Code, VS Code, Copilot CLI)
An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention.
Generic rag framework to apply the power of LLMs on any given dataset
Fast iterable JSON parser.
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Fast, Extensible Progress Meter
Python plotting package
An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance
ODPS Python SDK and data analysis framework
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
asyncio rate limiter, a leaky bucket implementation
RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and
asyncio SMTP client
Proxy (SOCKS4, SOCKS5, HTTP CONNECT) client for Python
AI agent orchestration for pi — parallel task execution with checkpoint discipline
Core library used by SDKs for IBM Cloud Services
A hyperparameter optimization framework
A light-weight multi-functional WhatsApp bot framework.
Widget for deck.gl maps
High-level concurrency and networking framework on top of asyncio or Trio
A configurable set of panels that display various debug information about the current request/response.
pytest plugin for URL based testing
Jupyter protocol implementation and client libraries
Automatically generate server and client framework code based on descriptive files (proto/api/sql), while using built-in jzero-skills to empower AI to generate production-ready business code adhering
API to interact with the python pyproject.toml based projects
This package provides a DateTime data type, as known from Zope. Unless you need to communicate with Zope APIs, you're probably better off using Python's built-in datetime module.
Industrial-strength Natural Language Processing (NLP) in Python
Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills — the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.
Autonomous agents for everyone
Sphinx API documentation generator
Pytest Plugin to disable socket calls during tests
Jupyter interactive widgets for JupyterLab
Python library to build pretty command line user prompts ⭐️
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
Dynamic versioning based on VCS tags for uv/hatch project
Tmux pane manager with AI agent integration for parallel development workflows
A Grammar of Graphics for Python
Lightweight hallucination detection framework for RAG applications
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SF
Python module for audio and music processing
A friendly Python library for async concurrency and I/O
A Django plugin for pytest.
Python<->ObjC Interoperability Module
Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framework for AI agents. 88+ commands, 51 skills, 15 reasoning models. TDD mandatory, OWASP audit, Autonomous Mode, C
Sendbird AI-Agent
Accelerated property cache
DSL and compiler framework for automated finite-differences and stencil computation
Brings async, event-driven capabilities to Django.
🤖 An AI agent framework built with Rust.
The dynamic configurator for your Python Project
Traitlets Python configuration system
基于 AI Agent 工作流的修仙世界模拟器，旨在还原智能、开放的仙侠世界。| An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, emerging Xianxia world.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
🦀 The first autonomous hackathon agent stop assisting and start competing (🏆 Hackathon Champion Project).
Multi-backend Keras
Embeddable React component for building and visualizing AI agent workflows
Build AI Agents, Visually
An easy-to-use framework for modular RAG
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Spec-Driven Develop is a platform-agnostic AI agent skill that automates the pre-development workflow for large-scale complex tasks. It is not a framework, not a runtime, not a package manager — it is
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
Runtime typing introspection tools
A Python framework for building reactive web-apps. Developed by Plotly.
Next-gen AI+IoT framework for T2/T3/T5AI/ESP32/and more – Fast IoT and AI Agent hardware integration
run tests in isolated forked subprocesses
Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
Neuron PHP Framework documentation
A framework for optimizing textual system components (AI prompts, code snippets, etc.) using LLM-based reflection and Pareto-efficient evolutionary search.
The Bolt Framework for Python
Python Geocoding Toolbox
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
A Python library for the Docker Engine API.
A sphinx extension that automatically documents argparse commands and options
A multi-agent framework written in Rust that enables you to build, deploy, and coordinate multiple intelligent agents
OpenClaw reimagined in pure Python — autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
Sane and flexible OpenAPI 3 schema generation for Django REST framework
Deploy and manage FastAPI Cloud apps from the command line 🚀
A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime
Convert HTML to markdown.
Modern Text User Interface framework
Setuptools Rust extension plugin
The TypeScript-native AI agent framework with multi-provider LLM support
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
Babysitter plugin for OpenClaw AI agent with programmatic hook integration, orchestration skills, and SDK-managed process-library bootstrapping
A CalVer version manager that supports the future.
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
GraphBit is the world’s first enterprise-grade Agentic AI framework, built on a Rust core with a Python wrapper for unmatched speed, security, and scalability. It enables reliable multi-agent workflow
Dependency injection framework for Python
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
🚀 A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team.
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
A Python-Script Based Generative AI platform
Pure business logic, types, schemas, and store interfaces for the Polpo AI agent orchestration platform
A tool for scanning Python environments for known vulnerabilities
A fast and minimal framework for building agentic systems
A structured 3-agent AI dev team — Architect, Builder, Reviewer. Built from production use. Token-optimized. Works with Claude Code, VS Code, Cursor, and any AI that supports context files.
Toolbox for imbalanced dataset in machine learning
Pytest plugin for aiohttp support
An easy safelist-based HTML-sanitizing tool.
Factory boy classes for wagtail
No description
Full featured redis cache backend for Django.
Tool for detecting secrets in the codebase
Open-Source Intelligent Command Layer
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
Pytest support for asyncio
Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix loops and a lightweight quick-dev entry.
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. 一个简单的恰到
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command.
A Command-Line Interface framework
Type-safe DAG execution engine for AI workflows
🤖🧠 Agentic development workflow for AI–HI (Human Intelligence) collaboration
Ralph TUI - AI Agent Loop Orchestrator
Extended JWT integration with Flask
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
Compatibility API between asyncio/Twisted/Trollius
An asynchronous networking framework written in Python
Git-native prompt management for AI agent workflows
This python module helps converting arbitrary Python objects into JSON strings and back.
Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugins.
Tribunal multi-agent Discord bot framework — autonomous paired review with configurable agent roles
Orchestrator SDK for Stoneforge - AI agent orchestration library extending the core SDK
Kafka integration with asyncio
🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
Markdown-native AI agent orchestrator. Write tasks in a kanban board, agents do the work.
Quickly build amazing web apps
Form rendering, validation, and CSRF protection for Flask with WTForms.
Faster Whisper transcription with CTranslate2
The next generation HTTP client.
Statistical data visualization
Fast and simple WSGI-framework for small web-applications.
GraphQL Framework for Python
Simple framework for creating REST APIs
Extensions for Django
Read the Docs theme for Sphinx
Django-filter is a reusable Django application for allowing users to filter querysets dynamically.
A tool that automatically formats Python code to conform to the PEP 8 style guide
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
behave is behaviour-driven development, Python style
File support for asyncio.
Strict separation of settings from code.
Django model mixins and utilities
Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
AsyncIO version of the standard multiprocessing module
pytest xdist plugin for distributed testing, most importantly across multiple CPUs
asyncio bridge to the standard sqlite3 module
parallel graph management and execution in heterogeneous computing
multi backend asyncio cache
Rate limiting for flask applications
Cache-based rate-limiting for Django.
Async boto3 wrapper
Parameterized testing with any Python test framework
Heuristic based boilerplate removal tool
Hamcrest framework for matcher objects
A backport of Django's built in Tasks framework
A light, configurable Sphinx theme
pytest plugin for generating HTML reports
Patch asyncio to allow nested event loops
Implements a fake file system that mocks the Python file system modules.
A stats collection and distributed tracing framework
Python port of Browserscope's user agent parser
Rebuild Sphinx documentation on changes, with hot reloading in the browser.
Python package that interfaces with the Internet Archive's Wayback Machine APIs. Archive pages and retrieve archived pages easily.
Timeout context manager for asyncio programs
A minimal low-level HTTP client.
Server-side session support for Flask
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
Send responses to httpx.
A helper class for handling configuration defaults of packaged apps gracefully.
The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information from within their applications to the AWS X-Ray service.
use icdiff for better error messages in pytest assertions
Extra Pydantic types.
Python lib/cli for JSON/YAML schema validation
A library implementing the 'SemVer' scheme.
itertools and builtins for AsyncIO and mixed iterables
Programmatic startup/shutdown of ASGI apps.
Add a copy button to each of your code cells.
Cython wrapper for the C++ translation of the Angus Johnson's Clipper library (ver. 6.4.2)
unittest subTest() support and subtests fixture
SPDX parser and tools.
A sphinx extension for designing beautiful, view size responsive web components.
Jupyter core package. A base package on which Jupyter projects rely.
Python interface to CmdStan
Fancy PyPI READMEs with Hatch
pytest plugin for repeating tests
aiosignal: a list of registered asynchronous callbacks
A pytest plugin to report test results as JSON files
Sniff out which async library your code is running under
WebSockets support for HTTPX
Async generators and context managers for Python 3.5+
Weasel: A small and easy workflow system
Pygments theme using JupyterLab CSS variables
A library for exchanging data between Python and JavaScript
Make every AI agent obey your codebase. One governance.md → compiled to CI, hooks, and every agent. No drift.
Install AI agent workflow skills for coding assistants
Implement a Pytorch-like DL library in C++ from scratch, step by step
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
Natural language → ComfyUI workflow JSON. 34 built-in templates, 360+ node definitions, auto model download. Supports txt2img, img2img, txt2vid, img2vid, audio, 3D generation across SD1.5/SDXL/S
A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with feed specs, PRDs, and guidelines to auto-generate implementation plans and code.
Standalone, strongly-typed AI Agent framework with route DSL and AI provider strategy
A robust framework for building AI agents with multi-provider LLM support
Operating discipline for AI coding agents - persistent memory, enforced workflow, recorded decisions.
A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.
Master Codex with this Framework file system + Prompt Generator consisting of 32 markdown files that will set such strict constraints and rules for Codex that its output is nearly flawless. Files for:
Test equality of unordered collections in pytest
Declarative AI agent framework for Vertz — agents, tools, and workflows on Cloudflare
Divides large result sets into pages for easier browsing
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Statsig Python Server SDK
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Interface Python with pkg-config
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Controllable and Transparent LLM Application Framework
The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards
AI agent orchestration platform
Reenter an async event loop from synchronous code
Invoke py.test as distutils command with dependency resolution
Functools like those found in stdlib
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Production ready. AI Agent Workflow System for Claude Code
We gave AI agents a brain. Memory, planning, continuity, and self-repair — the missing cognitive architecture layer. Runs on your Mac.
Generate OpenAPI 3.1 specs from Go source code via static analysis — zero annotations, automatic framework detection
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. 🐙✨
Operating framework for AI-assisted work with decision, governance, validation, and learnings before execution.
🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
🧠 Orchestrate complex software projects with Claude Code's specialized agents for streamlined management and mandatory human oversight.
Run a full AI agent on mobile with local LLM calls, on-device memory, code execution, and native HTTP support in Capacitor apps.
Build type-safe OpenAPI APIs for Node.js using TypeScript decorators with automatic spec generation and validation
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers
🤖 Build intelligent assistant apps on Android using AutoGLM for seamless user interactions and enhanced mobile experiences.
Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.
A Python framework for building flexible, multi-provider AI applications and Discord bots using OpenAI and Cohere.
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
The Operating System for AI Agent Teams
A command-line application framework (and CLI parser). Friendly for users, full-featured for developers.
DLite - a lightweight data-centric framework for semantic interoperability
Paperclip CN CLI — orchestrate AI agent teams to run a business
RoleX Core - AI Agent Role Management Framework
AI agent orchestrator with a real browser, a cron scheduler, and a web dashboard
Capture the outcome of Python function calls.
🛠️ Build a collaborative framework for pricing strategies using AI, enhancing decision-making through real-time data analysis and human insight.
Generate reliable short finance explainer videos with script, slides, voice, subtitles, and batch-ready rendering in a stable, modular workflow.
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
A simple and trans-platform rag framework and tutorial
AIGNE DocSmith is a powerful, AI-driven documentation generation tool built on the AIGNE Framework. It automates the creation of detailed, structured, and multi-language documentation directly from yo
Exit pytest test session with custom exit code in different scenarios
Multi-Agent workflow running into a Laravel application with Neuron PHP AI framework
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
Production-grade TypeScript AI runtime focused on reliability, governance, and reproducible LLM systems. Multi-provider gateway, agents, RAG, workflows, policy engine, audit trails, and deterministic
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Persistent cache for Python cachetools.
[ARCHIVED] 已迁移到 MIXIA-Framework repo
TrustRAG：The RAG Framework within Reliable input,Trusted output
Aircury AI Framework installer — sets up hexagonal architecture, DDD, TDD, and AI agent configs in any project
AI Agent Orchestrator - Manages agile software development teams of AI agents
ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).
Utilities for spying on function calls in unit tests.
Portable AI agent harness with plugin architecture
Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.
AI Agent task orchestration system with Claude Code Skills integration
📚 Improve your documentation with structured guidance based on the Diátaxis Framework to create content that empowers readers and enhances usability.
Provide modular marketing skills for strategic planning, channel execution, and automation using Claude Code in a full-stack marketing workflow.
Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
📚 Automate literature surveys with AI agents using a structured protocol for thorough research and insightful report generation.
A modular deep learning framework for training and evaluating image classification models on datasets like CIFAR-10 and MNIST. Supports configurable CNN architectures, automated training, and performa
AI Agent Orchestrator in the terminal
The alibabacloud credentials module of alibabaCloud Python SDK.
Define and control AI agents in markdown with full prompt transparency, persistent memory, and integrated tools via the Claude Agent SDK.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
🛠️ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and o
WOMBO COMBO! — AI agent orchestration system for parallel feature development
Benchmark framework for evaluating crypto skills in AI agent ecosystems
Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
🎨 Enhance your Delphi applications with FluidVCL, a modern set of high-performance VCL components offering sleek visuals and full customization.
Full, scalable BPMN 2.0 engine
Mustache for Python
A tool for generating OIDC identities
Composable AI agent workflow framework — execution, state, orchestration, runtimes, UI
Extension to include jQuery on newer Sphinx releases
Multi-agent orchestration system for GitHub Copilot with 29 specialized agents, reusable skills/prompts, and validation tooling.
Django components that know how to render themselves.
Interactive AI agent orchestrator with intent-based planning, execution, and brainstorming modes
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
Local-first AI agent framework with GUI, memory, web search, personality constructs, speech i/o, tools, skills, CLI & Telegram features — fully self-hosted via Ollama.
A lightweight agentic workflow system for testing AI agent flows with local LLMs and tool integrations
The building blocks of an enterprise adoption framework for agentic coding — technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflo
AI Multi-Agent Framework in .NET
SIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, C
A programming framework for agentic AI
sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
Your AI Media Buyer. Actually Knows You. Learns your voice. Runs your campaigns. Never clocks out.
'Turn functions and methods into fully controllable objects'
Library for serializing and deserializing Python Objects to and from JSON and XML.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
🧠 Enhance Claude AI context retention by optimizing prompt efficiency and enabling seamless session handoff for consistent memory across interactions
sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
Create AI agents that live, learn, and evolve. Built by Genesis (Gen-0), a digital life form.
sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
Modular AI agent framework with 59 pluggable features, 8+ messaging channels, and production-grade security. TypeScript-first. MIT license. Self-hosted, no subscriptions.
Cognitive architecture and meaning processing layer adjacent to the Riverbraid core.
A Markdown-native task runtime for agentic workflows. (AI Generated)
Serialize your functions with tools-rs!
sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
Foundational invariants and verification surfaces for Riverbraid.
A web component based AI agentic chat UI element which can be added in any website to turn it into an agentic app
🔍 Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.
Hive - Multi-Agent Collaboration Framework. Like bees collaborating efficiently, an AI Agent SDK.
Starter app for building AI SaaS (RAG, Agentic workflow) applications
Message routing and orchestration for AI agent squads
🛠️ Enhance Claude Code CLI’s refactoring with JetBrains IDEs, leveraging advanced semantic analysis for smarter code usage handling.
sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Deterministic refusal and boundary enforcement layer for Riverbraid.
Cluster manifest, orchestration, and stationary state verification for Riverbraid.
🧊 Discover the Frost Framework V9.1, a universal AI system for navigating consciousness with precision and trust. Unleash advanced cognitive capabilities.
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
Framework-agnostic Petri net gating for AI agent tool access control. Define safety constraints as Petri nets — tools are only allowed when an enabled transition permits them.
This framework maps your entire codebase, tracks how every file change affects everything else, and fixes bugs automatically. Feels like having a senior engineer watching every line you touch.
Reusable AI agent chat input bar with mentions, speech, file upload, and workflow review
A framework for agentic AI software engineering workspaces
a jinja2 extension to use humanize library inside jinja2 templates
Defines a variety of Pygments lexers for highlighting IPython code.
AI agent capabilities for the Moleculer microservices framework
auto-generated JSON schemas for every n8n node — hourly updates, validation API
AI Agent Harness - Multi-model orchestration framework for AI coding agents
FideliOS CLI — orchestrate AI agent teams to run a business
An open-source AI agent orchestrator platform built with NestJS.
Agent ReAct framework with cognitive planning engine — five-phase cognitive cycle with nested ReAct loops, dynamic skill acquisition, and interactive user input.
A self-hosted software factory — define goals, agents decompose and execute them through enforced pipelines, with humans in the loop where it matters.
AI agent evaluation framework for Claude and beyond
No description
Self-hosted AI workflow orchestration server. Runs multi-phase LLM pipelines (Director → Architect → Implementer → QA) and delivers structured artifacts via PR, webhook, or bundle.
AgentPin agent pinning protocol, part of the Symbiont Agent Trust Stack
Power advanced AI to create films using text, images, audio, and video inputs with a flexible quad-modal filmmaking engine.
Provide a Swift framework to build lightweight, efficient agent-based applications for macOS and iOS platforms with robust core functionalities.
AI Workforce plugin for Claude Code — proactive sales & marketing strategy for startup founders. 24 domain knowledge skills, 10 commands, 4 AI agents. Integrates 15+ strategic frameworks.
📄 Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
🛠️ Accelerate your Python and JavaScript development with Claude Kit's toolkit, featuring specialized agents, slash commands, and advanced context management.
Governed vision input and perception contract surface for Riverbraid.
Temporal contracts and governed time based state logic for Riverbraid.
The central directory and Merkle Root mapping for the 17-petal Riverbraid v1.5.0 substrate.
The deterministic UI contract and relational interface substrate for the Riverbraid cluster.
The identity anchor and sovereign GPG verification petal for the Riverbraid organization.
Governed audio input and output contract surface for Riverbraid.
Governed action execution surface for Riverbraid.
Simulate antenna designs instantly in your browser using NEC2-powered, open-source software with WebAssembly and Docker support.
AI 助手的模組化能力框架：記憶、防禦、診斷、品質穩定 | Modular capability framework for AI assistants | Claude Code / Cursor / Any LLM
🚀 Build and launch a dynamic multi-agent ecosystem quickly with Swarm Factory, your go-to solution for adaptive AI development.
Meaning scoped persistence and state retention rules for Riverbraid.
Cryptographic integrity layer for Riverbraid seals, hashes, and signatures.
Universal AI Agent Toolkit - Skills, Agents, and Workflows for any AI coding assistant
No-overhead git-native markdown-native AI agent orchestrator
No description
🛠️ Install, manage, and share Claude Code skills effortlessly with one command, streamlining your workflow and enhancing team collaboration.
AI agents: read **`./.ai/`** first (see repo-root [`AGENTS.md`](AGENTS.md), [`.ai/agent-source-of-truth-order.md`](.ai/agent-source-of-truth-order.md), [`.cursor/rules/agent-doc-routing.mdc`](.cursor/
CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
Governance and knowledge system for AI agent fleets
The open-source framework that makes AI agents proactive, self-learning, and autonomous. Multi-project tracking, full logging pipeline, message discipline, and memory review system.
Riverbraid v1.5.0 | Resonant Intelligence Architecture
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
HexOS — The operating system for AI-powered businesses. Deploy AI agent teams that work 24/7.
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
AI-powered multi-agent system that transforms Telegram into an intelligent automation hub — routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Dao（道）— 大道至简的 AI Agent 框架
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
David AI is a free and open-source collection of customizable, production-ready UI components built with Tailwind CSS.
ChatFlow - AI-based chat flow framework, personalize your ChatGPT workflows and build the road to automation。ChatFlow —— 打造个性化 ChatGPT 流程，构建自动化之路
Local coding agent with neat UI
🤖🌊 aiFlows: The building blocks of your collaborative AI
Pure C ONNX runtime with zero dependancies for embedded devices
Learn to build and customize multi-agent systems using the AutoGen. The course teaches you to implement complex AI applications through agent collaboration and advanced design patterns.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
YAML parser and emitter for Python with support for free-threading
Ephemeral AI agent orchestration system with Hedera blockchain auditability
The open framework for extensible & grounded AI agent orchestration.
OpenGuild.ai gives you the architecture to spawn AI agents with distinct personalities, drop them into a shared conversation, and let them run.
🚀 Build LLM-powered workflows with PocketFlow-Zig, a lightweight framework leveraging Zig's features for efficient, type-safe programming.
CrewSpace CLI — orchestrate AI agent teams to run a business
Message routing and orchestration for AI agent squads
Nightly GitHub/Forgejo issue orchestrator — autonomous AI agent coding tool
Deep research agent built with Neuron PHP AI framewokrk
llm-skills breaks down complex AI tasks into small, reusable building blocks that work like LEGO pieces for browser based LLMs. Instead of writing one giant instruction, you snap these simple parts to
Throughline for long-running AI projects.
AI-native browser automation for OpenClaw, LangChain, and AI agents. Automate job applications, price monitoring, trading bots, web scraping. Puppeteer/Selenium alternative with 40+ capabilities.
General Framework for Dota 2 AI Competitions
A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.
Agent Skill to summon a team of specialist agents into existence
The limbic layer. Personality, register, and internal state monitoring. ALBEDO lives here — the session instrument that governs tone, emotional signal detection, and the felt layer of every response.
The AI agent that sees before it acts — perception-driven, file-based, pluggable personal AI agent framework
AI Agent Swarm Orchestration CLI
Organization profile and public entry surface for Riverbraid.
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
Document-centered harness engineering toolkit for AI agent development
CLI to scaffold AI-agent context, rules, and memory files for Cline, Cursor, OpenClaw, Windsurf, and Claude Code.
State-of-the-art speaker diarization toolkit
Efficient tree implementations for Django
An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.
Mistral-common is a library of common utilities for Mistral AI.
Monkey-patching and extensions for django-stubs
Avro is a serialization and RPC framework.
Legacy registered functions for spaCy backwards compatibility
Cross-platform tool for adding locations to the user PATH
A sphinx extension which renders display math in HTML via JavaScript
Python charting for 80% of humans.
comprehensive password hashing framework supporting over 30 schemes
A shim layer for notebook traits and config
Jupyter interactive widgets for Jupyter Notebook
Human friendly output for text interfaces using Python
The little ASGI library that shines.
plugin and hook calling mechanisms for python
Data validation using Python type hints
Synapos Framework — AI agent orchestration for multi-IDE development
Iriai Build tool — AI agent orchestration CLI
Kraken AI SDK: a very lightweight, fully-typed multi-model AI agent framework
AI agent in your terminal — 3-tier memory, 16 tools, automation pipeline, bring your own model. Learns who you are, remembers across sessions.
Deterministic agent workflow orchestration — eliminate randomness in AI agent pipelines
AI agent core functionality for Drift (Managed Cyclic Graph)
Paperclip CLI — orchestrate AI agent teams to run a business
Give your AI agent a workflow it can't break. Full command router wrapper for @lumenflow/cli.
AI Agent templates - Skills, Agents, and Workflows for enhanced coding assistance
Goal-driven AI agent orchestration server with Role+Skill model, real-time streaming, and multi-channel delivery
Mason — AI agent packaging, governance, and runtime orchestration
OpenOrk — AI agent orchestrator CLI
AI Agent Workflow Coordinator — kanban-based pipeline for AI coding agents
Terminal UI for managing multiple AI agent CLIs
Antigravity Workflow Kit v1.6 Unified AI agent orchestration system with Mindful Checkpoints.
Assertion framework for AI agent evaluations - supports skill invocation checks, build validation, and LLM-based judging
AI Agent Orchestration Platform - Enterprise-grade orchestration for AI coding agents
Flight Director — visualize and monitor AI agent state machines
Hire AI employees for any role. Self-hosted orchestration for AI agent teams.
CLI for the TechSAAC AI Agent Orchestrator
Cross-IDE AI agent skills with native installers for Kiro, Cursor, Antigravity, and VS Code/Copilot
Company CLI — orchestrate AI agent teams to run a business
Cubis Foundry CLI for workflow-first AI agent environments
Research, clarify, plan. The AI agent that turns scattered conversations into executable development workflows.
V16 Local Agent — Autonomous AI agent orchestration on your machine
Collet component library documentation — API reference, framework guides, and AI agent setup
Plugin-based AI Agent Harness framework for Claude Code
Plugin-based AI Agent Harness framework for Claude Code
Multi-project AI agent orchestrator
Open Agile (AVC) - Framework for managing AI agent-based software development projects
PayPal toolkit for AI agent workflows in typescript
Offwatch — orchestrate AI agent teams to automate dev work
AI Agent Engineering — Install and manage skills, agents, hooks, and workflows for AI coding assistants.
XiaoMa Universal AI Agent Framework
Clawrp CLI — self-hosted autonomous AI agent platform
Custom nodes for Tiny ERP integration with n8n, including AI tools for AI Agent workflows
WorkerClaw - 公域 AI Agent 框架，专为智工坊平台的「打工虾」设计
SEMO CLI - AI Agent Orchestration Framework Installer
Helix — Local-first AI Agent Framework
PAVE - Personal AI Virtual Environment. AI agent framework for the terminal.
P2P Agent Capability Sharing Protocol — Airbnb for AI agent pipelines
AI agent library using BullMQ Flows for parallel multi-agent orchestration with LangChain
TENET — The operating system for AI agent teams
Type-safe AI agents for Go. Suricata combines LLM intelligence with Go’s strong typing, declarative YAML specs, and code generation to build safe, maintainable, and production-ready AI agents.
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively
A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
High-Performance Tokenizer implementation in PHP.
A simple neural network inference framework