ECC
ECC supplies agent skills, security checks, memory patterns, and research workflows aimed at reducing wasted context during coding sessions.
HYSEN LABS DIRECTORY
Capability tag · curated repositories and deep analysis.
ECC supplies agent skills, security checks, memory patterns, and research workflows aimed at reducing wasted context during coding sessions.
Hermes Agent runs as a personal agent with persistent memory, scheduled work, tool use, and integrations for messaging and local services.
Open-source platform for building and running AI agents that complete full workflows, defined in plain English or a visual builder and run on demand or on a schedule.
Run leading open models locally with a simple developer experience.
Anthropic's public collection of Agent Skills — folders of instructions, scripts, and resources Claude loads dynamically to perform specialized tasks repeatably.
🤗 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.
The API to search, scrape, and interact with the web at scale. 🔥
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Dify is an open-source LLM app platform combining agentic workflows, RAG pipelines and model management, deployable on cloud, VPC, or self-hosted infrastructure.
Open WebUI is a self-hosted AI interface that runs entirely offline, supporting Ollama and OpenAI-compatible APIs with a built-in inference engine for RAG.
LangChain gives agent builders a common layer for models, tools, retrieval, and multi-step execution.
Claude Code is an agentic coding tool that lives in your terminal, executing routine tasks, explaining complex code, and handling git workflows via natural language.
llama.cpp runs LLM inference in plain C/C++, serving models locally through a REST API and web UI with multimodal support in its llama-server.
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
PyTorch is a Python package for GPU-accelerated tensor computation and deep neural networks built on a tape-based autograd system, extensible via NumPy and SciPy.
MoneyPrinterTurbo uses language models and an automated media pipeline to create short videos from a topic or keyword.
TradingAgents coordinates specialized language-model agents for market research, debate, risk review, and simulated trading decisions.
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Caveman rewrites verbose command output into a compact format so Claude Code can spend fewer tokens on routine tool results.
Collection of reference MCP server implementations maintained by the steering group, meant as educational examples for developers building their own MCP servers.
Ponytail adds YAGNI-focused review instructions that push coding agents to remove unnecessary abstractions and avoid speculative code.
A high-throughput and memory-efficient inference and serving engine for LLMs.
OpenHands is a self-hosted control center for coding agents, running Claude Code, Codex, or any ACP-compatible agent across local, remote, and cloud backends.
LobeHub acts as a Chief Agent Operator that organizes your AI agents into round-the-clock operations, handling hiring, scheduling, and reporting while you stay in charge.
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 tasks that could take minutes to hours.
MinerU converts PDFs, Office documents, and images into LLM-ready Markdown or JSON, using a VLM+OCR dual engine that covers 109 languages, formulas, and complex layouts.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024). **Scalable resources**: 16-bit full-tuning, freeze-tuning, LoRA and 2/3/4/5/6/8-bit QLoRA via AQLM/AWQ/GPTQ/LLM.int8/HQQ/EETQ.
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies.
Hands-on tutorial that builds a minimal Claude Code–style agent harness from scratch around Bash, teaching how model and harness combine into a working agent product.
MiroFish is a swarm-intelligence engine that builds a parallel digital world from seed materials, letting thousands of interacting agents simulate future trajectories.
Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.
Open Interpreter is a terminal coding agent optimized for low-cost open models like Kimi K3, reimplemented in Rust with a Codex-like interface and switchable harnesses.
Ruflo is an agent meta-harness for Claude Code and Codex, adding 100+ specialized agents, coordinated swarms, self-learning memory, and federation across machines.
Local-first, all-in-one AI desktop app for chatting with your documents and running AI agents, with multi-user support and no setup friction.
Educational proof of concept in which a team of AI agents modeled on investors like Ben Graham and Bill Ackman makes trading decisions; not intended for real trading.
Mem0 stores and retrieves user, session, and agent memories so AI applications can carry preferences and context across conversations.
career-ops turns AI coding CLIs such as Claude Code into a job-search command center, scanning job portals, scoring listings on an A-F rubric, and tailoring CVs.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。.
GPT-SoVITS is a few-shot voice cloning and TTS WebUI that fine-tunes a speaker's voice from one minute of audio and supports zero-shot synthesis from a five-second sample.
Context7 feeds up-to-date, version-specific library documentation and code examples straight into LLM prompts via MCP, reducing outdated answers and hallucinated APIs.
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. Docker-friendly.Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
LLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
The best-benchmarked open-source AI memory system. And it's free.
CrewAI coordinates role-based AI agents into crews and event-driven flows, with tools for tasks, memory, tracing, and deployment.
Flowise lets you build AI agents and LLM workflows visually, dragging and dropping components for chatbots, RAG, and multi-agent systems instead of writing code.
Self-hosted AI gateway with a Rust core and Python SDK that calls 100+ LLM providers in OpenAI format, adding cost tracking, guardrails, and load balancing.
whisper.cpp is a dependency-free C/C++ port of OpenAI's Whisper speech-recognition model, optimized for Apple Silicon and supporting CPU-only inference on many platforms.
BMAD-METHOD is a free, open-source agile AI development framework whose agents act as expert collaborators, adapting planning depth from bug fixes to enterprise systems.
A framework for building document agents and retrieval applications.
Cherry Studio is a multi-provider LLM desktop client for Windows, macOS and Linux combining smart chat, autonomous agents and 300+ built-in assistants.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
This MCP server lets coding agents control and inspect a live Chrome browser via DevTools for debugging, performance analysis and reliable Puppeteer-based automation.
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat).
Shannon is an autonomous white-box AI pentester that analyzes source code, finds attack paths and runs real exploits to prove vulnerabilities pre-production.
Lightweight, open-source AI agent for your tools, chats, and workflows.
Autonomous AI penetration-testing agents that run your code, find vulnerabilities, and verify them with real proofs of concept, plugging into CI/CD pipelines.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Fabric organizes AI prompts into a crowdsourced library of reusable patterns for solving specific problems, callable from the CLI or its REST API.
Multica turns coding agents into managed teammates that pick up assigned issues, write code, report blockers, and update statuses autonomously, all self-hosted.
LibreChat is a self-hostable, ChatGPT-style chat interface that unifies many AI providers with model switching, agents, MCP tools and a sandboxed code interpreter.
PPT Master turns documents or topics into natively editable PowerPoint decks with transitions, data-backed charts and audio narration from speaker notes.
Open-source, community-driven agent harness. Why Codewhale:** **No lock-in.** DeepSeek, Claude, GPT, Kimi, GLM, 30+ providers, and your own vLLM, SGLang, or Ollama, no key required, run through one runtime and one toolset.
Marketplace of 94 agentic plugins, 203 agents, 175 skills, and 109 commands kept in one Markdown source and consumed natively by Claude Code, Codex CLI, and Cursor.
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation.
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Build resilient, stateful AI agents and agent workflows.
AstrBot is an AI assistant framework that connects model providers, plugins, and messaging platforms in a deployable bot service.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol.
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). Get started - free.
PageIndex: Document Index for Vectorless, Reasoning-based RAG. Inspired by AlphaGo, we propose **PageIndex**, a **vectorless**, **reasoning-based RAG** system that builds a **hierarchical tree index** from long documents, and uses LLMs to **reason** *over that index* for **agentic, context-aware retrieval**.
LLM Frontend for Power Users. If you intend to do LLM inference on your local machine, we recommend a 3000-series NVIDIA graphics card with at least 6GB of VRAM, but actual requirements may vary depending on the model and backend you choose to use.
SGLang is a high-performance serving framework for large language models and multimodal models.
Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants |.
llmfit checks local hardware against model requirements and recommends models and providers that fit available memory and compute.
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
An autonomous agent that conducts deep research on any data using any LLM providers.
Semantic Kernel connects application code with language models, prompts, tools, memory, and agent workflows.
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability, leave it running.
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai - is the #1 Self-hosted, Open-source Ai meeting note taker for macOS & Windows. Understand How to write meeting minutes.
Vibe-Trading is a research framework that coordinates agents for market data collection, analysis, strategy testing, and trading reports.
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, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.
Automate browser based workflows with AI. Automate Browser-based workflows using LLMs and Computer Vision Skyvern automates browser-based workflows using LLMs and computer vision.
PentAGI runs fully autonomous AI agents for complex penetration testing, self-hosted and configurable with OpenAI, Anthropic, Ollama, and other LLM providers.
AI Coding agent for the terminal, hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more.
Code for Machine Learning for Trading, 3rd edition, from data sourcing to live execution.
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024].
AI Agent Framework, the Pydantic way. Yet despite virtually every Python agent framework and LLM library using Pydantic Validation, when we began to use LLMs in Pydantic Logfire, we couldn't find anything that gave us the same feeling.
LLM inference server with continuous batching & SSD caching for Apple Silicon, managed from the macOS menu bar.
Open-source Agent Operating System. OpenFang The Agent Operating System Open-source Agent OS built in Rust.
数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: neat-freak 洁癖 (docs/memory closeout), hv-analysis, khazix-writer & more, Claude Code, Codex & 40+ agents.
CAMEL is a research framework for studying how groups of AI agents communicate, cooperate, and scale.
三省六部制 · OpenClaw Multi-Agent Orchestration System, 9 specialized AI agents with real-time dashboard, model config, and full audit trails.
Browser Harness | Self-healing harness that enables LLMs to complete any task.
AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.
ARIS (Auto-Research-In-Sleep), Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in, works with Claude Code, Codex, OpenClaw, or any LLM agent.
Desktop Companion for Hermes Agent. Use it in Hermes One by selecting Atlas Cloud as your provider.
Harness engineering beginner tutorial, from 0 to 1. Ready-to-Use Resource Library Templates and reference configurations designed to solve common pitfalls in multi-turn AI agent development, such as context loss and premature task completion.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings.
jcode is a Rust coding-agent harness with repository search, tool execution, session state, and model-provider support.
Astrid is a portable, capability-secure operating system for composable software.
PandaWiki 是一款 AI 大模型驱动的开源知识库搭建系统,帮助你快速构建智能化的 产品文档、技术文档、FAQ、博客系统,借助大模型的力量为你提供 AI 创作、AI 问答、AI 搜索等能力。.
SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents, swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.
Own your AI. The native macOS harness for AI agents any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task DAG at runtime and runs it on any LLM (Claude, ChatGPT, Gemini, DeepSeek, or local models).
OpenSquilla, Token-Efficient AI Agent with same budget, higher intelligence density.
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles, unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
Universal provider proxy for OpenAI Codex & Claude Code, use any LLM (Claude, Gemini, Grok, DeepSeek, Ollama…) with Codex CLI, App, SDK, and Claude Code.
Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 2,200+ medical models, 21 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0.
Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord:.
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents, one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60 90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
Beautiful, AI-native markdown IDE and LLM wiki. To get more complex, you can use the starter packs to create LLM Wikis, second brains, or more structured knowledge bases.
The memory-first, self-improving agent harness built on EverOS, with MiroThinker-powered deep research and reasoning.
A simple, performant, and scalable Jax LLM. MaxText provides a library of high performance models to choose from, including Gemma, Llama, DeepSeek, Qwen, and Mistral.
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub Copilot/Kiro/Z.AI/MiniMax/Kimi(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teams.
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
Open Source Continuous Inference Benchmark Research Platform, Kimi K2.7-Code, MiniMax M3, DeepSeekv4, GLM5 - GB200 NVL72 vs MI355X vs B200 vs GB300 NVL72 & soon TPUv6e/v7/Trainium2/3 | , Kimi K2.7-Code MiniMax M3 DeepSeekv4 GLM5 - GB200 NVL72 vs MI355X vs B200 vs GB300 NVL72 TPUv6e/v7/Trainium2/3.
A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书:教程、真实工作流、Skills、MCP、自动化与多智能体实践。.
Rulesync is a developer tooling CLI that synchronizes AI agent rule sets, command templates, MCP settings, and ignore files with selective import/export flows for local and team workflows.
The Best AI Agent Framework for Agent Collaboration. Living Our Philosophy Step 1: Simple - Create and Use Step 2: Add Your Tools Step 3: Debug Your Agent Step 4: Production Ready Step 5: Multi-Agent - Make it Remotely Callable Why ConnectOnion?
Open-source AI agent harness in native Rust, GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.
The coding agent that answers to you, your model, your machine, your rules.
Your Software Factory - build faster and better with multi node agents that work 24/7.
Consider it done. The open-source AI agent that works out of the box AI Agent .
Agent workflows with full observability and time travel: watch every step live, rewind, fork, replay any run. Claude Code, Codex, Gemini, any model or harness. The same workflow runs across Claude Code, Codex, Pi, AI SDK models, and remote sandboxes.