Frameworks & SDKs tools for Codex / OpenAI

AutoGPT provides accessible AI tools for building and using AI agents, offering a comprehensive framework including Forge for agent creation, agbenchmark for performance evaluation, a leaderboard for competition, a user-friendly UI, and CLI for seamless integration and management github | github profile

February 2026 release making human oversight a native workflow primitive: suspend execution at critical decision points, expose review-and-edit UI mid-flow, and route subsequent execution based on human action (approve/reject/escalate). Demonstrates how HITL transitions from bolt-on approval gates to first-class execution-graph nodes with stateful pause/resume backed by Celery workers and Redis Pu

Langchain integrates various providers like Anthropic, AWS, and OpenAI, and offers tools for components such as LLMs, chat models, and data analysis, supporting functionalities from Alpha Vantage to YouTube github | docs

Mem0 is an intelligent memory layer for Large Language Models that enhances personalized AI experiences by retaining and utilizing contextual information across various applications. github | website | docs | discord | twitter | github profile | linkedin

Microsoft's multi-agent conversation framework with a complete AgentChat layer covering agent loop, tool integration, termination conditions, and human-in-the-loop. The most comprehensive open-source reference for large-scale multi-agent harness design

Flowise simplifies the creation of applications leveraging large language models (LLMs) by providing a drag-and-drop interface for customizing AI workflows, offering easy installation, Docker support, development tools, and documentation for integrating various functionalities such as authentication, streaming, and custom tools to enhance AI agents' capabilities github | website | docs | github pr

LangGraph is a Python library facilitating the construction of stateful, multi-actor applications with LLMs, enabling cyclic coordination across multiple computation steps, particularly suited for agent-like behaviors, while also providing streaming support, and various guides and examples for implementation and usage github

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral) github | website

Workflow layer for OpenAI Codex CLI: stronger default sessions, reusable skills, native hooks, HUD/status surfaces, project guidance, and team-style execution commands.

Lightweight multi-agent framework built around handoffs and guardrails; the production successor to Swarm. Complements LangGraph for harnesses where delegation patterns are simpler than full graph orchestration

Microsoft C# SDK to integrate cutting-edge LLM technology quickly and easily into your apps

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team

Self-healing browser harness that connects an LLM directly to your real Chrome via CDP. The critical design decision: the agent itself writes missing helpers and domain skills into the harness during execution, so the scaffold improves every run rather than requiring manual updates. At ~1k lines across four core files, it is the clearest published demonstration of an editable harness that learns f

SuperAGI is an open-source framework facilitating the development, management, and operation of useful Autonomous AI Agents with a variety of features and toolkits available, including a graphical user interface, action console, and multiple vector databases github | github profile

Outlines is a robust text generation library designed for agentic AI developers, featuring support for multiple model integrations, advanced prompting with Jinja, efficient structured generation through regex, JSON schema, context-free grammars, and more, enabling the creation of predictable and structured AI agent outputs github | website | discord

The open-source hub to build & deploy GPT/LLM Agents ⚡️

Instructor, a Python library, facilitates working with structured outputs from large language models (LLMs), offering features like response model specification, retry management, validation, and streaming support, primarily aimed at enhancing workflows of AI agents utilizing LLMs github | website

Gorilla - Training and Evaluating LLMs for Function Calls (Tool Calls)

AWS's open-source, model-driven agent SDK that treats the loop, tool binding, and guardrails as first-class primitives. Supports Bedrock, Anthropic, OpenAI, Gemini, and Ollama with native MCP, built-in observability, and multi-agent patterns — the missing AWS open-source harness framework alongside Bedrock AgentCore

GPT Computer Assistant is an unofficial app that brings ChatGPT functionality to Windows and Linux, allowing for screen reading, microphone use, system audio interaction, clipboard management, script execution, and more github

AWS open-source framework for orchestrating specialist agents with intent routing and multi-agent collaboration patterns

TypeScript-native multi-agent orchestration that automatically decomposes a natural-language goal into a task DAG, parallelizes independent nodes, and synthesizes results. With only three runtime dependencies, built-in MCP support, token budgets, retries, and context compaction, it is the lightest production-grade harness layer for Node.js backends

AppAgent is a mobile-friendly LLM-based multimodal agent framework developed to operate smartphone apps, enabling human-like interactions for a wide range of applications without system back-end access github | github profile

Superagent is an open-source AI assistant framework backed by Y Combinator, facilitating the integration of large language models (LLM) and generative AI into applications, supporting various use cases such as question answering, chatbots, and content generation github | github profile

Python framework for building agents from small typed parts, built on Instructor and Pydantic, with built-in OpenTelemetry tracing

Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具，欢迎提交issues 或者pull requests

AgentVerse is an Apache2-licensed Python framework for deploying multiple LLM-based agents in various applications, offering task-solving and simulation frameworks for collaborative task accomplishment and behavior observation among agents github | github profile

A simple yet powerful agent framework that delivers with open-source models

The Ruby AI framework.

The open-source managed agent platform: run durable AI agents on any model and any machine, from sandboxes to your own laptop, with MCP, skills, subagents, and human approvals. A self-hostable alternative to Claude Managed Agents and OpenAI's Agents API

AGiXT is an advanced AI Automation Platform designed to enhance AI instruction management and task execution across various providers, incorporating features like adaptive memory, smart instruct, and a versatile plugin system to push the boundaries of AI technology towards achieving Artificial General Intelligence (AGI) github | website

🏆 Top-1 on 5+ benchmarks | Web UI | Supports MiroThinker, Claude, Kimi, OpenAI

Chaindesk is a no-code platform for building custom LLM Agents, enabling users to quickly set up a semantic search system over personal data without technical knowledge github

Computer Using Agent Sample App

🤖 Create agentic apps in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - all in one place.

Lightweight Python agent framework with memory, MCP/SSE integration, reusable Skills, Tree-of-Thought planning, OpenAI-compatible streaming, and LightSwarm multi-agent collaboration

(1.2k ⭐) - The ultimate AI development stack, including Claude Code, Task Master, and Curso

Autonomous agents with a visual workflow builder

Autonomous agent framework that runs unattended on GitHub Actions, triggered by cron schedules or repository events. Dispatches skills to six coding-agent harnesses behind one contract (Claude Code, Grok, Codex, Pi, Vibe, Kimi), defines agent behavior as Markdown skills, persists memory in the git repository, evaluates its own run output to revise underperforming skills, and ships an MCP server ex

Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260…

Local-first database and workspace for AI agents that keeps structured data, durable knowledge, documents, files, skills, and apps in one searchable place. Agents connect through MCP, OpenAPI, CLI, or coding-agent skills, and material writes can remain reviewable ChangeRequests before becoming canonical

VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated December 2024

Are Copilots Local Yet? The frontier of local LLM Copilots for code completion, project generation, shell assistance, and more. Find tools …

Coordination protocol above Git: agents declare intent, semantic scope, and operation before writing code, deterministic rules raise findings when plans collide, and acceptance is gated on a verification run it executes itself. One Rust binary over local SQLite, with MCP for Claude Code, Codex, and Cursor.

Routes one coding thread across harnesses with quota-aware rotation between subscription profiles, Best-of-N runs, and cross-family review.

(476 ⭐) - TypeScript toolkit for agent-authored video, motion graphics, compositing, and 3D scenes, with native WebGPU rendering and video export

The first AI Agent Server, Eidolon is a pluggable Agent SDK and enterprise ready, deployment server for Agentic applications

A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG

Self-hosted, open-source implementation of Anthropic's Managed Agents API. Wire-compatible with the official SDKs. Runs on Cloudflare Workers + Durable Objects or Node. Apache 2.0

Drop-in prompt compression for production LLM apps. Cut your token bill 40-60% without changing your code. Python SDK, LLMLingua-2, MIT.

Shared context, memory, and task coordination as a single Go binary over local SQLite with hybrid keyword and semantic search.

MCP gateway that scopes agent tool access by identity, team, and role, with security policy enforced on each action and an audit trail. Useful as a reference for putting authorization at the tool boundary instead of relying on model prompts to restrict access

Open-source context and control plane for AI agents. Connect company tools once and share permission-aware context across ChatGPT, Claude, Codex, OpenClaw and custom agents, with MCP, scoped identities, approvals and audit

Deploys versioned agents, skills, rules, and governed workflows into the native project paths used by Claude Code, Codex, Copilot, Cursor, and other coding agents.

MQL tool is designed to generate SQL queries directly from natural language inputs

An ultra-lightweight Agentic AI framework based on the ReAct paradigm, supporting mainstream LLMs and is stronger than Swarm

Сборник AI-инструментов, кейсов и всяких других полезностей для программистов

Repository of instructions for Programming-specific GPT models

The open source AI app collection

(170 ⭐) - A high-performance Rust implementation of an OpenAI-compatible API gateway for Claude Code CLI

Multi-provider AI agent framework that unifies 12+ LLM providers (OpenAI, Google, Anthropic, AWS, Azure, Groq, etc.) with workflow orchestration. Production-grade platform for building LLM applications with streaming, tool calling, caching, and enterprise features. Battle-tested at 15M+ requests/month

A Rust-based CLI tool that generates and executes terminal commands using OpenAI's language models

A tool to translate Xcode xcstrings files using ChatGPT AI/LLM

Delegates a task to DeepSeek, Codex, or Claude from inside your current Claude Code or Codex session, returning the result automatically.

Self-hosted mission control for AI agents: manage agents, experiments, workflows, crews, skills and more

Self-hosted, multi-frontend agentic harness that runs one persistent agent across Telegram, Discord, Teams, and the terminal. Pluggable backends (Claude, OpenAI Agents, Codex, Kilo, OpenCode), full MCP tool access, and always-on background agents — Goals, Heartbeat, and Dream — backed by a long-term memory palace. MIT, TypeScript

Self-hosted AI agent platform (Apache-2.0): one chat routes work to a team of agents on any model or on your own Claude Code, Codex and GitHub Copilot CLI sessions, with Playbooks, multi-agent Missions, a task board, RAG and a Knowledge Graph

Simple starting point function to host LangChains with LLMs and other tools in an Azure Function

An AI-powered Discord bot blending playful conversation with smart moderation tools, adding charm and order to your server

Persistent cross-session memory MCP server for 13+ AI coding tools. SQLite-backed state survives context resets and keeps Claude Code, Cursor, Gemini CLI, Codex, Windsurf, Amp, Kiro, VS Code Copilot, Trae, and more in sync. Install: npm install -g @egchq/egc

The team hivemind: persistent context recorded once and recalled across agents, machines, and teammates, as a Go CLI.

The implementation for the paper - From Exploration to Mastery - Enabling LLMs to Master Tools via Self-Driven Interactions

Lightweight Python memory layer for LLM agents with importance scoring, temporal decay, 3-tier hierarchical memory, YMYL prioritization, and batch conflict resolution. Local-first with SQLite + FAISS. github | website | pypi

Integration layer that gives agents per-user OAuth and scoped tool access to 600+ connectors and 35,000+ tools, callable from LangChain, OpenAI Agents SDK, Claude, Hermes or any MCP client.

CLI-first control plane that turns one-off coding-agent calls into reviewable Markdown workflows spanning Claude Code, Codex, Gemini CLI, or Copilot CLI. Explicit artifact handoffs keep execution inspectable on disk, while validated completed nodes let failed workflows resume instead of starting over.

Watches your real local sessions and surfaces them in a live triage inbox, keeping a searchable record with line-level agent attribution. Claude Code, Codex, Cursor, Gemini.

MIT-licensed, provider-neutral TypeScript toolkit with 25 focused packages for runtimes, tools, skills, memory, RAG, sandboxing, observability, evaluation, React, terminal UI, and CLI, built on a dependency-free core

An AI-driven network automation tool

Streamlit web app utilizing OpenAI (GPT-4) and LangChain LLM tools. Application includes an SQLite DB for login/authentication and messag…

The Yahoo Finance Agent is an application that combines OpenAI's LLMs, the Yahoo Finance Python library, and LangChain's tools to provide…

This open-source project leverages cutting-edge tools and methods to enable seamless interaction with PDF documents. Powered by Langchain…

Takes what a coding agent produces and commits each turn to git, recording the prompt, model, and that turn's token cost in the commit message, with the agent confined to its own worktree. Claude Code, Codex, and OpenCode.

A curated collection of awesome applications and tools that utilize large language models (LLMs) with retrieval-augmented generation (RAG…

Local control plane running coding agents as durable, auditable workers with explicit state, skills, and checkpoints.

HTTP API for Nano Bots - small, AI-powered bots that can be easily shared as a single file, designed to support multiple providers such as…

NotionGPT, a practical tool built on top of ChatGPT large language model, make it your note-taking assistant!

You’ll explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called La…

MIT-licensed context compactor for coding-agent transcripts (Claude Code, Codex CLI): moves spent tool outputs to a local content-addressed stash the agent can recall by hash, keeps user and assistant messages byte for byte, and writes a JSON report per pass; CLI, MCP server and Claude Code plugin, offline

Declares skills in YAML and pins exact revisions in a lockfile so installs are reproducible across Claude Code and Codex.

Python CLI that compiles contract-based YAML runbooks into SKILL.md files for Claude Code and Codex agents. Define multi-step agent workflows with loops, branching, parallelism, and file-based state passing — write the runbook once, generate executable SKILL.md with one command. pip install git+https://github.com/KnoxOps/agent-runbook.git

Toolkit to get the most out of your OpenAI Account

Open-source DeepSeek Harness plugin and GitHub Action for progressive MCP tool discovery; its published 1,000-tool benchmark reduces the model-facing MCP interface from 1,000 schemas to 2 and the component schema JSON from 647,962B to 1,114B

Python agent framework for building composable AI applications with structured tool calling, HITL via generators, and 50+ built-in evaluators. Runs entirely in browser via visual builder at selectools.dev

A custom chat agent implemented using Langchain, gpt-3.5 and Pinecone. Implements memory management for context, a custom prompt template…

#️⃣ ☁️ 🏠 🍎 🪟 🐧 - High-level framework for building MCP servers in .NET with OAuth 2.0/OIDC (6 providers), per-tool MFA, OpenTelemetry, and a native client

Repository for Nano Bots' Cartridges - small, AI-powered bots that can be easily shared as a single file, designed to support multiple pro…

Essentials for LLM-based assistants and agents using OpenAI and function tools

LLM API-Powered Job Listings Data Cleaning Tool - Showcase for Data Scientists

LLM benchmark tools for LMDeploy, vLLM, and TensorRT-LLM

Lightweight observability and runtime guardrails for AI agents — loop detection, budget enforcement, cost tracking, and deterministic replay. Zero dependencies, LangChain integration