Browse: Frameworks
The agent engineering platform
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
Fast, Extensible Progress Meter
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
AI Agent Framework, the Pydantic way
Agent Framework / shim to use Pydantic with LLMs, slim package
The ultimate LLM/AI application development framework in Go.
The property-based testing library for Python
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.
An easy safelist-based HTML-sanitizing tool.
Framework for large language model evaluations
Jupyter protocol implementation and client libraries
Calculate prices for calling LLM inference APIs.
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.
The build backend used by PDM that supports latest packaging standards
TypeScript SDK for MindStudio direct step execution
Fileless C2 agent written in pure x64 Assembly for Linux. Features stealth ICMP tunneling, memory-only execution via memfd_create, and terminal-independent daemonization.
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 high-level Python web framework that encourages rapid development and clean, pragmatic design.
Provider package apache-airflow-providers-common-sql for Apache Airflow
Agent Development Kit
Dagster is an orchestration platform for the development, production, and observation of data assets.
Package for AWS-specific Dagster framework solid and resource components.
JupyterLab computational environment
Jupyter Notebook - A web-based notebook environment for interactive computing
Schema for the protocol between CDK framework and CDK CLI
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
tox is a generic virtualenv management and test command line tool
Framework to build resilient language agents as graphs.
Python library to build pretty command line user prompts ⭐️
Temporal.io Python SDK
Type hints (PEP 484) support for the Sphinx autodoc extension
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.
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.
OpenCode plugin for Magic Context — cache-aware infinite context, cross-session memory, and background history compression for AI coding agents
Factory boy classes for wagtail
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications.
The Best AI Agent Harness - Batteries-Included OpenCode Plugin with Multi-Model Orchestration, Parallel Background Agents, and Crafted LSP/AST Tools
Build resilient language agents as graphs.
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
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
Agent Zero AI framework
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
Brings async, event-driven capabilities to Django.
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.
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
Google Cloud Compute API client library
Google Cloud Orchestration Airflow API client library
Google Cloud Workflows API client library
A Grammar of Graphics for Python
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Full featured redis cache backend for Django.
Extensible memoizing collections and decorators
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.
A modern Ruby framework designed for non-blocking I/O and simpler infrastructure
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.
Traitlets Python configuration system
Orbax Checkpoint
pytest plugin to re-run tests to eliminate flaky failures
Official Box Python SDK
Agent Swarm framework for AI coding agents and more!
Radically simple IT automation
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
Developer-friendly load testing framework
A Python framework for building reactive web-apps. Developed by Plotly.
Workflow orchestration and management.
Async http client/server framework (asyncio)
A hyperparameter optimization framework
django-cors-headers is a Django application for handling the server headers required for Cross-Origin Resource Sharing (CORS).
The PEX packaging toolchain.
Property-based testing framework for Open API and GraphQL based apps
Open World Holidays Framework
An open-source AI assistant framework with skills and agent architecture
An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
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,
A light-weight multi-functional WhatsApp bot framework.
Travel through time in your tests.
Pytest plugin to randomly order tests and control random.seed.
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
A code generation and project patching framework.
A wizard-like JSON serialization library for Python dataclasses
Pack and deploy local AI agents for your team in minutes
Generate all the things (focusing on research software)
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
The Yandex Cloud official SDK
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs — everywhere you work.
Paperclip CLI — orchestrate AI agent teams to run a business
A complete web automation framework for end-to-end testing.
VoltAgent Core - AI agent framework for JavaScript
OpenTelemetry crewAI instrumentation
Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!
Pytest Snapshot Test Utility
asyncio SMTP client
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsur
.NET (C#) boilerplate code generator that transforms an EF Core model into a fully customizable .NET (C#) + Angular web app
HTTP/2-based RPC framework
A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.
Python<->ObjC Interoperability Module
The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
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 CalVer version manager that supports the future.
A comprehensive evaluation framework for AI agents and LLM applications.
Open-Source Intelligent Command Layer
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.
The LLM Evaluation Framework
Harness LLMs with Multi-Agent Programming
Radically simplified static file serving for WSGI applications
Next-gen AI+IoT framework for T2/T3/T5AI/ESP32/and more – Fast IoT and AI Agent hardware integration
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
A framework for building Singer taps and targets
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
SGLang is a fast serving framework for large language models and vision language models.
OpenAI Agents SDK
Open-source framework for conversational voice AI agents
Pytest support for asyncio
Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
django-taggit is a reusable Django application for simple tagging.
[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
Tmux pane manager with AI agent integration for parallel development workflows
A collection of framework independent HTTP protocol utils.
Agents-flex is A Lightweight Java AI Application Development Framework.
Session replay visualizer for AI agent workflows (Claude Code, VS Code, Copilot CLI)
Your smart, reliable, and friendly personal AI assistant.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
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
An opinionated list of awesome Pydantic-AI frameworks, libraries, software and resources.
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
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.
"RAG-Anything: All-in-One RAG Framework"
A modern Python package and dependency manager supporting the latest PEP standards
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
ASGI instrumentation for OpenTelemetry
OpenTelemetry FastAPI Instrumentation
OpenTelemetry Starlette Instrumentation
WSGI Middleware for OpenTelemetry
Web util for OpenTelemetry
Pytest Plugin to disable socket calls during tests
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
Modern Text User Interface framework
A Django content management system.
Autonomous agents for everyone
Fast inference engine for Transformer models
A data analysis library that is optimized for humans instead of machines.
Fast iterable JSON parser.
Core component of the Microsoft Graph Python SDK
The Slack API Platform SDK for Python
the modular source code checker: pep8 pyflakes and co
Simple, modern and high performance file watching and code reload in python.
A pytest wrapper with fixtures for Playwright to automate web browsers
The AI agent that lives in your framework/browser
Install AI agent workflow skills for coding assistants
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.
The Best AI Agent Framework for Agent Collaboration.
Interface between LLMs and your data
Widget for deck.gl maps
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
Ralph TUI - AI Agent Loop Orchestrator
Extended JWT integration with Flask
A Command-Line Interface framework
An extended [CommonMark](https://spec.commonmark.org/) compliant parser,
AI agent orchestration for pi — parallel task execution with checkpoint discipline
Save 120+ Hours of Setup Pain (I did it for you) – Launch Your OpenClaw Agent Teams with 1 Command (15+ Recipes)
Powerful data structures for data analysis, time series, and statistics
An asynchronous networking framework written in Python
Git-native prompt management for AI agent workflows
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Async client for aws services using botocore and aiohttp
Settings management using Pydantic
pytest plugin for test session metadata
Make every AI agent obey your codebase. One governance.md → compiled to CI, hooks, and every agent. No drift.
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
Quickly build amazing web apps
Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugins.
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
Accelerated property cache
Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support
Deploy and manage FastAPI Cloud apps from the command line 🚀
The official Python library for the llama-cloud API
Inline Matplotlib backend for Jupyter
URI parsing, classification and composition
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
Generate OpenAPI 3.1 specs from Go source code via static analysis — zero annotations, automatic framework detection
Markdown-native AI agent orchestrator. Write tasks in a kanban board, agents do the work.
Multi-backend Keras
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
🤖 An AI agent framework built with Rust.
DSPy: The framework for programming—not prompting—language models
Kubeflow Pipelines SDK
Data Quality eXtended (DQX) is a Python library for data quality checks and data quality monitoring
MCAF is a framework for building software products together with AI coding agents.
Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity.
Orchestrator SDK for Stoneforge - AI agent orchestration library extending the core SDK
Form validation and rendering for Python web development.
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.
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
Kafka integration with asyncio
AI agent orchestrator with a real browser, a cron scheduler, and a web dashboard
Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks
Elegant HTTP Caching for Python
AI agent orchestration platform
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
Pytest plugin for measuring coverage.
Python plotting package
Form rendering, validation, and CSRF protection for Flask with WTForms.
Declarative AI agent framework for Vertz — agents, tools, and workflows on Cloudflare
TensorFlow is an open source machine learning framework for everyone.
A simple framework for building complex web applications.
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
Embeddable React component for building and visualizing AI agent workflows
Industrial-strength Natural Language Processing (NLP) in Python
Web APIs for Django, made easy.
Distributed Task Queue.
Documentation that simply works
Faster Whisper transcription with CTranslate2
The next generation HTTP client.
A framework for managing and maintaining multi-language pre-commit hooks.
Statistical data visualization
Fast implementation of asyncio event loop on top of libuv
Generic automation framework for acceptance testing and robotic process automation (RPA)
A framework for elegantly configuring complex applications
Fast and simple WSGI-framework for small web-applications.
A configurable set of panels that display various debug information about the current request/response.
Python module for audio and music processing
GraphQL Framework for Python
Python documentation generator
A friendly Python library for async concurrency and I/O
A Python library for the Docker Engine API.
Toolbox for imbalanced dataset in machine learning
Simple framework for creating REST APIs
The comprehensive WSGI web application library.
Extensions for Django
Read the Docs theme for Sphinx
Dependency injection framework for Python
Python Geocoding Toolbox
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 light-weight and flexible data validation and testing tool for statistical data objects.
The dynamic configurator for your Python Project
A framework for optimizing textual system components (AI prompts, code snippets, etc.) using LLM-based reflection and Pareto-efficient evolutionary search.
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
Automated generation of real Swagger/OpenAPI 2.0 schemas from Django Rest Framework code.
behave is behaviour-driven development, Python style
Jupyter interactive widgets for JupyterLab
File support for asyncio.
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
Strict separation of settings from code.
Sane and flexible OpenAPI 3 schema generation for Django REST framework
Most extensible Python build backend with support for C/C++ extension modules
Django model mixins and utilities
DNS toolkit
WebSocket client & server library, WAMP real-time framework
High-level concurrency and networking framework on top of asyncio or Trio
Convert HTML to markdown.
Thin-wrapper around the mock package for easier use with pytest
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
An international phone number field for django models.
asyncio bridge to the standard sqlite3 module
A Django plugin for pytest.
Facebook Business SDK
parallel graph management and execution in heterogeneous computing
Mock data generation factories
multi backend asyncio cache
The Bolt Framework for Python
A tool for scanning Python environments for known vulnerabilities
Rate limiting for flask applications
Cache-based rate-limiting for Django.
Async boto3 wrapper
An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team.
the blessed package to manage your versions by scm tags
Simple LRU cache for asyncio
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
asyncio rate limiter, a leaky bucket implementation
Implements a fake file system that mocks the Python file system modules.
A Python module for working with the Tableau Server REST API.
A stats collection and distributed tracing framework
Setuptools Rust extension plugin
Python port of Browserscope's user agent parser
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
A pytest plugin powered by VCR.py to record and replay HTTP traffic
Rebuild Sphinx documentation on changes, with hot reloading in the browser.
Babysitter plugin for OpenClaw AI agent with programmatic hook integration, orchestration skills, and SDK-managed process-library bootstrapping
Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
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
A set of tools, related to machine learning in production.
Sphinx API documentation generator
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
ODPS Python SDK and data analysis framework
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
Production-ready community-driven modern Stripe-like API versioning in FastAPI
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
pytest plugin to abort hanging tests
SPDX parser and tools.
A sphinx extension for designing beautiful, view size responsive web components.
CORS support for aiohttp
Jupyter core package. A base package on which Jupyter projects rely.
Python interface to CmdStan
Dynamic versioning based on VCS tags for uv/hatch project
Fancy PyPI READMEs with Hatch
pytest plugin for repeating tests
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
aiosignal: a list of registered asynchronous callbacks
A pytest plugin to report test results as JSON files
A set of server components for JupyterLab and JupyterLab like applications.
Sniff out which async library your code is running under
WebSockets support for HTTPX
A library for exchanging data between Python and JavaScript
Pytest plugin for aiohttp support
Proxy (SOCKS4, SOCKS5, HTTP CONNECT) client for Python
Pydantic OpenAPI schema implementation
The TypeScript-native AI agent framework with multi-provider LLM support
Async generators and context managers for Python 3.5+
Weasel: A small and easy workflow system
Pygments theme using JupyterLab CSS variables
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
Production ready. AI Agent Workflow System for Claude Code
An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention.
🦀 The first autonomous hackathon agent stop assisting and start competing (🏆 Hackathon Champion Project).
Build AI Agents, Visually
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
Unified framework for building enterprise RAG pipelines with small, specialized models
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
Runtime typing introspection tools
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
pytest plugin for URL based testing
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
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
Operating discipline for AI coding agents - persistent memory, enforced workflow, recorded decisions.
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
API to interact with the python pyproject.toml based projects
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
run tests in isolated forked subprocesses
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Tribunal multi-agent Discord bot framework — autonomous paired review with configurable agent roles
DLite - a lightweight data-centric framework for semantic interoperability
Sendbird AI-Agent
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
A robust framework for building AI agents with multi-provider LLM support
A multi-agent framework written in Rust that enables you to build, deploy, and coordinate multiple intelligent agents
We gave AI agents a brain. Memory, planning, continuity, and self-repair — the missing cognitive architecture layer. Runs on your Mac.
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
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:
A Git URL parsing module (supports parsing and rewriting)
LaunchDarkly SDK for Python
Compatibility API between asyncio/Twisted/Trollius
A command-line application framework (and CLI parser). Friendly for users, full-featured for developers.
Neuron PHP Framework documentation
Divides large result sets into pages for easier browsing
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
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
A sphinx extension that automatically documents argparse commands and options
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
No description
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
The LLM Anti-Framework
Reenter an async event loop from synchronous code
Invoke py.test as distutils command with dependency resolution
RoleX Core - AI Agent Role Management Framework
Functools like those found in stdlib
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Pure business logic, types, schemas, and store interfaces for the Polpo AI agent orchestration platform
Generic rag framework to apply the power of LLMs on any given dataset
[ARCHIVED] 已迁移到 MIXIA-Framework repo
DSL and compiler framework for automated finite-differences and stencil computation
Cython bindings for MurmurHash
OpenClaw reimagined in pure Python — autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️
Very basic event publishing system
🛠️ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
🎨 Enhance your Delphi applications with FluidVCL, a modern set of high-performance VCL components offering sleek visuals and full customization.
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
Agentic RAG R1 Framework via Reinforcement Learning
A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime
Implement a Pytorch-like DL library in C++ from scratch, step by step
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
An easy-to-use framework for modular RAG
AI Agent Orchestrator - Manages agile software development teams of AI agents
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.
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,
Benchmark framework for evaluating crypto skills in AI agent ecosystems
Capture the outcome of Python function calls.
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
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
Test equality of unordered collections in pytest
Core library used by SDKs for IBM Cloud Services
🤖 A composable framework for building AI applications.
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
The Operating System for AI Agent Teams
Persistent cache for Python cachetools.
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
TrustRAG：The RAG Framework within Reliable input,Trusted output
AI Agent Orchestrator in the terminal
🤖🧠 Agentic development workflow for AI–HI (Human Intelligence) collaboration
Utilities for spying on function calls in unit tests.
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.
Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
🍀 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.
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
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
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
Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
AI Agent task orchestration system with Claude Code Skills integration
Your AI Media Buyer. Actually Knows You. Learns your voice. Runs your campaigns. Never clocks out.
The building blocks of an enterprise adoption framework for agentic coding — technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflo
Multi-agent orchestration system for GitHub Copilot with 29 specialized agents, reusable skills/prompts, and validation tooling.
Business Apps Made Simple with Asp.Net Core MVC / TypeScript
Operating framework for AI-assisted work with decision, governance, validation, and learnings before execution.
A lightweight agentic workflow system for testing AI agent flows with local LLMs and tool integrations
Mustache for Python
A web component based AI agentic chat UI element which can be added in any website to turn it into an agentic app
A tool for generating OIDC identities
Standalone, strongly-typed AI Agent framework with route DSL and AI provider strategy
Statsig Python Server SDK
🧠 Enhance Claude AI context retention by optimizing prompt efficiency and enabling seamless session handoff for consistent memory across interactions
Extension to include jQuery on newer Sphinx releases
Full, scalable BPMN 2.0 engine
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.
Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix loops and a lightweight quick-dev entry.
Django components that know how to render themselves.
Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
The alibabacloud credentials module of alibabaCloud Python SDK.
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
Tool for detecting secrets in the codebase
Controllable and Transparent LLM Application Framework
Declarative Self Improving Elixir - DSPy Orchestration in Elixir
🛠️ Enhance Claude Code CLI’s refactoring with JetBrains IDEs, leveraging advanced semantic analysis for smarter code usage handling.
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. 🐙✨
AI Multi-Agent Framework in .NET
🧠 Orchestrate complex software projects with Claude Code's specialized agents for streamlined management and mandatory human oversight.
Create AI agents that live, learn, and evolve. Built by Genesis (Gen-0), a digital life form.
Starter app for building AI SaaS (RAG, Agentic workflow) applications
🔍 Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.
🧊 Discover the Frost Framework V9.1, a universal AI system for navigating consciousness with precision and trust. Unleash advanced cognitive capabilities.
Paperclip CN CLI — orchestrate AI agent teams to run a business
Run a full AI agent on mobile with local LLM calls, on-device memory, code execution, and native HTTP support in Capacitor apps.
Message routing and orchestration for AI agent squads
Generate reliable short finance explainer videos with script, slides, voice, subtitles, and batch-ready rendering in a stable, modular workflow.
A programming framework for agentic AI
🤖 Build intelligent assistant apps on Android using AutoGLM for seamless user interactions and enhanced mobile experiences.
sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
FideliOS CLI — orchestrate AI agent teams to run a business
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
AgentPin agent pinning protocol, part of the Symbiont Agent Trust Stack
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.
'Turn functions and methods into fully controllable objects'
Library for serializing and deserializing Python Objects to and from JSON and XML.
🛠️ Build a collaborative framework for pricing strategies using AI, enhancing decision-making through real-time data analysis and human insight.
Modular AI agent framework with 59 pluggable features, 8+ messaging channels, and production-grade security. TypeScript-first. MIT license. Self-hosted, no subscriptions.
A Python framework for building flexible, multi-provider AI applications and Discord bots using OpenAI and Cohere.
No description
This python module helps converting arbitrary Python objects into JSON strings and back.
An open-source AI agent orchestrator platform built with NestJS.
sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
Serialize your functions with tools-rs!
sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
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.
AI agent capabilities for the Moleculer microservices framework
Lightweight hallucination detection framework for RAG applications
Aircury AI Framework installer — sets up hexagonal architecture, DDD, TDD, and AI agent configs in any project
sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
The identity anchor and sovereign GPG verification petal for the Riverbraid organization.
The deterministic UI contract and relational interface substrate for the Riverbraid cluster.
Self-hosted AI workflow orchestration server. Runs multi-phase LLM pipelines (Director → Architect → Implementer → QA) and delivers structured artifacts via PR, webhook, or bundle.
Agent ReAct framework with cognitive planning engine — five-phase cognitive cycle with nested ReAct loops, dynamic skill acquisition, and interactive user input.
Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.
A self-hosted software factory — define goals, agents decompose and execute them through enforced pipelines, with humans in the loop where it matters.
Simulate antenna designs instantly in your browser using NEC2-powered, open-source software with WebAssembly and Docker support.
Temporal contracts and governed time based state logic for Riverbraid.
Governed vision input and perception contract surface for Riverbraid.
Governed audio input and output contract surface for Riverbraid.
Governed action execution surface for Riverbraid.
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.
Cognitive architecture and meaning processing layer adjacent to the Riverbraid core.
The central directory and Merkle Root mapping for the 17-petal Riverbraid v1.5.0 substrate.
🛠️ Accelerate your Python and JavaScript development with Claude Kit's toolkit, featuring specialized agents, slash commands, and advanced context management.
🚀 Build and launch a dynamic multi-agent ecosystem quickly with Swarm Factory, your go-to solution for adaptive AI development.
Deterministic refusal and boundary enforcement layer for Riverbraid.
Cluster manifest, orchestration, and stationary state verification for Riverbraid.
Riverbraid v1.5.0 | Resonant Intelligence Architecture
Meaning scoped persistence and state retention rules for Riverbraid.
Cryptographic integrity layer for Riverbraid seals, hashes, and signatures.
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
📚 Improve your documentation with structured guidance based on the Diátaxis Framework to create content that empowers readers and enhances usability.
Portable AI agent harness with plugin architecture
An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance
auto-generated JSON schemas for every n8n node — hourly updates, validation API
Provide modular marketing skills for strategic planning, channel execution, and automation using Claude Code in a full-stack marketing workflow.
Foundational invariants and verification surfaces for Riverbraid.
📄 Transform your workflow with persistent markdown files for planning, tracking progress, and storing knowledge like a pro.
Provide a curated list of tools, resources, and best practices for adopting AI-driven autonomous software development with agentic engineering.
Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.
AI agent evaluation framework for Claude and beyond
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
Define and control AI agents in markdown with full prompt transparency, persistent memory, and integrated tools via the Claude Agent SDK.
📚 Automate literature surveys with AI agents using a structured protocol for thorough research and insightful report generation.
🛠️ Install, manage, and share Claude Code skills effortlessly with one command, streamlining your workflow and enhancing team collaboration.
a jinja2 extension to use humanize library inside jinja2 templates
No description
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.
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
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
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.
Governance and knowledge system for AI agent fleets
A framework for agentic AI software engineering workspaces
Universal AI Agent Toolkit - Skills, Agents, and Workflows for any AI coding assistant
Build type-safe OpenAPI APIs for Node.js using TypeScript decorators with automatic spec generation and validation
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.
No-overhead git-native markdown-native AI agent orchestrator
🚀 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
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
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
🚀 Build LLM-powered workflows with PocketFlow-Zig, a lightweight framework leveraging Zig's features for efficient, type-safe programming.
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/
Nightly GitHub/Forgejo issue orchestrator — autonomous AI agent coding tool
Hive - Multi-Agent Collaboration Framework. Like bees collaborating efficiently, an AI Agent SDK.
Dao（道）— 大道至简的 AI Agent 框架
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
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
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.
AI Agent Harness - Multi-model orchestration framework for AI coding agents
FlexRAG: A RAG Framework for Information Retrieval and Generation.
Interactive AI agent orchestrator with intent-based planning, execution, and brainstorming modes
A Markdown-native task runtime for agentic workflows. (AI Generated)
YAML parser and emitter for Python with support for free-threading
Deep research agent built with Neuron PHP AI framewokrk
Type-safe DAG execution engine for AI workflows
Message routing and orchestration for AI agent squads
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.
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
Local coding agent with neat UI
WOMBO COMBO! — AI agent orchestration system for parallel feature development
A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.
ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).
Agent Skill to summon a team of specialist agents into existence
The AI agent that sees before it acts — perception-driven, file-based, pluggable personal AI agent framework
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.
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.
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.
Reusable AI agent chat input bar with mentions, speech, file upload, and workflow review
Document-centered harness engineering toolkit for AI agent development
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
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
Defines a variety of Pygments lexers for highlighting IPython code.
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
Composable AI agent workflow framework — execution, state, orchestration, runtimes, UI
AI Agent Swarm Orchestration CLI
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
CrewSpace CLI — orchestrate AI agent teams to run a business
HexOS — The operating system for AI-powered businesses. Deploy AI agent teams that work 24/7.
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
Ephemeral AI agent orchestration system with Hedera blockchain auditability
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
A Python-Script Based Generative AI platform
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
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
High-Performance Tokenizer implementation in PHP.
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
A fast and minimal framework for building agentic systems
🤖🌊 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.
General Framework for Dota 2 AI Competitions
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
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
A simple neural network inference framework