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Search results for "agents.md"

145 results found
browser-use📁0.12.6🏛️ Flagship89,240

Make websites accessible for AI agents

llm-wiki📁v1.1.0-rc8🌿 Growing139

LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.

headroom📁v0.8.3🌳 Mature1,474

The Context Optimization Layer for LLM Applications

agent-style📁v0.3.1🌿 Growing196

21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.

signetai📁v0.103.3🌿 Growing113

Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.

agentic-stack📁v0.8.0🌳 Mature1,216

One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when

MCAF📁v1.2.64🌱 Seedling49

MCAF is a framework for building software products together with AI coding agents.

minutes📁v0.13.3🌳 Mature1,116

Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.

claude-code-skills📁v2026.04.21🌿 Growing416

Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi

edgecrab📁v0.8.0🌱 Seedling38

EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters

studio📁v2.268.2🌿 Growing360

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

mxcli📁v0.7.0🌿 Growing71

Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for use with 3rd party agentic coding tools like Claude Code and Copilot. Includes a starlark linter for quality v

20x📁v0.0.68🌿 Growing52

Self-improving Agent orchestrator for all knowledge work

letta-code📁v0.23.9🌳 Mature2,340

The memory-first coding agent

npcpy📁v1.4.21🌳 Mature1,307

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

claude-code-plugins-plus-skills📁v4.26.0🌳 Mature1,995

423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

cass_memory_system📁v0.2.8🌿 Growing334

Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other

pi-mono📁v0.68.0🏛️ Flagship38,295

AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods

swarmclaw📁v1.5.67🌿 Growing381

Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.

LeanKG📁v0.16.5🌿 Growing95

LeanKG: Stop Burning Tokens. Start Coding Lean.

agent-ci📁@redwoodjs/agent-ci@0.12.4🌳 Mature599

Agent-CI is local GitHub Actions for your agents.

mesh-llm📁v0.64.0🌳 Mature834

Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.

Auto-claude-code-research-in-sleep📁v0.4.4🏛️ Flagship7,173

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 wi

ClawCode📁v1.4.13🌱 Seedling49

Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a service mode for 24/7 runs. Imports from OpenClaw.

sdl-mcp📁v0.10.7🌿 Growing256

SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

edgequake📁v0.10.12🌳 Mature1,915

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

zeroclaw📁v0.7.3🏛️ Flagship30,422

Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM — deploy anywhere, swap anything 🦀

clawmetry📁v0.12.122🌿 Growing275

See your agent think. Real-time observability dashboard for OpenClaw AI agents.

medusa📁v2026.5.5🌿 Growing256

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

codebase-context📁v2.3.0🌱 Seedling43

Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search

pydantic-deepagents📁0.3.15🌳 Mature707

Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and

SocratiCode📁v1.6.1🌳 Mature909

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra

openclaw-superpowers📁main@2026-04-17🌿 Growing56

44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new

vobase📁create-vobase@0.6.2🌱 Seedling44

The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.

kelos📁v0.30.0🌿 Growing111

Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.

tweakcc📁v4.0.11🌳 Mature1,830

Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat

mcp-testrail📁v0.19.5🌱 Seedling35

Testrail MCP Server

beads📁v1.0.2🏛️ Flagship21,004

Beads - A memory upgrade for your coding agent

caveman📁v1.6.0🏛️ Flagship42,198

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

oh-my-pi📁v14.1.2🌳 Mature3,285

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

sentry-mcp📁0.32.0🌳 Mature658

An MCP server for interacting with Sentry via LLMs.

context-mode📁v1.0.89🏛️ Flagship8,616

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms

ContribAI📁v6.4.1🌿 Growing236

Autonomous AI agent that contributes to open source — discovers repos, analyzes code, generates fixes, and submits PRs

CoWork-OS📁v0.5.35🌿 Growing240

Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollama), fully self-hosted

agentic-memory📁0.0.0🌿 Growing179

No description

by lhl
ruflo📁v3.5.80🏛️ Flagship32,695

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

agent-skills-standard📁php-v1.3.2🌿 Growing428

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

TraceWeave📁0.0.0🌱 Seedling30

简洁的测试平台日志,波形(FSDB/VCD),根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)

cyber-pilot📁v3.7.0-beta🌿 Growing55

Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.

openakita📁v1.27.9🌳 Mature1,655

An open-source AI assistant framework with skills and agent architecture

ainativelang📁v1.4.6🌿 Growing72

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v

don-cheli-sdd📁v1.32.0🌱 Seedling41

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

openshell-deepagent📁0.0.0🌿 Growing121

A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover

galdr📁v1.4.0🌱 Seedling15

AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.

awesome-openclaw-personas📁0.0.0🌿 Growing82

🧠 Curated collection of 214+ best OpenClaw personas — weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.

b2b-sdr-agent-template📁v3.6.0🌿 Growing52

Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.

everything-claude-code📁v1.10.0🏛️ Flagship163,083

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

spacebot📁v0.4.1🌳 Mature2,119

An AI agent for teams, communities, and multi-user environments.

nexo📁v7.1.6🌱 Seedling11

NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC

code-cli📁v0.8.3-alpha.49ef666🌿 Growing96

Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal

speclock📁v5.5.2🌱 Seedling22

AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s

claude-codex-settings📁v2.3.0🌳 Mature623

My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

agents📁v0.8.7🌿 Growing56

One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.

txtai📁v9.7.0🏛️ Flagship12,412

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

ai-agent-handbook📁0.0.0🌿 Growing67

Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,

awesome-openclaw📁main@2026-04-14🌿 Growing892

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

fastapi-agent-blueprint📁v0.4.0🌱 Seedling17

AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.

coding-proxy📁v0.3.0🌱 Seedling13

A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...

miniclaw-os📁v0.1.9🌱 Seedling39

We gave AI agents a brain. Memory, planning, continuity, and self-repair — the missing cognitive architecture layer. Runs on your Mac.

sandboxed.sh📁v0.10.0🌿 Growing392

Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.

claude-flows📁0.0.0🌿 Growing94

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect

Zen-Ai-Pentest📁v3.0.0🌿 Growing355

🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️

JobForge📁v2.14.4🌱 Seedling7

AI-powered job search automation — evaluate offers, generate ATS-optimized CVs, scan portals, negotiate, and track applications. One config drives OpenCode, Cursor, Claude Code, and Codex. Free end-to

my-codex📁v0.21.2🌱 Seedling9

All-in-one agent harness for OpenAI Codex CLI — Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.

kuzu-memory📁v1.12.9🌱 Seedling23

Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.

Observal📁v0.2.0🌿 Growing572

Observal is an AI agent registry with first in class observabilty and eval framework

agentic-coding📁main@2026-04-21🌿 Growing124

Agentic Coding Rules, Templates etc...

awesome-copilot📁main@2026-04-20🌿 Growing30,727

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

AGI-Alpha-Agent-v0📁main@2026-04-18🌿 Growing284

META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡

OmicsClaw📁main@2026-04-18🌿 Growing124

Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.

obsidian-wiki📁main@2026-04-17🌿 Growing524

Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern

SciAgent-Skills📁main@2026-04-17🌿 Growing122

Life sciences computational skills for scientific AI agents

hermes-agent-rs📁v0.0.4🌱 Seedling17

Hermes Agent rewritten in Rust: production-grade multi-platform AI agent runtime with gateway adapters, tool orchestration, MCP, memory plugins, and cost-safe autonomous loops.

atomic-knowledge📁v0.2.0🌱 Seedling36

Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.

mex📁v0.3.0🌿 Growing677

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

memory_agent_hub📁main@2026-04-20🌱 Seedling40

2026 swarm Agent 年,swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合

agentica📁1.2.3🌱 Seedling279

Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架,支持工具调用、RAG、多智能体和MCP。

fastmcp_rust📁v0.2.1🌱 Seedling17

Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions

mayros📁v0.3.2🌱 Seedling10

Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.

nautex📁0.0.0🌱 Seedling78

MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

Charles-mcp📁v3.0.3🌱 Seedling179

Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts

skillpack📁skillpack-example🌱 Seedling184

Pack and deploy local AI agents for your team in minutes

engram-memory📁v1.0.0🌱 Seedling71

Agent memory and conflict detection platform. We're hiring contributors check HIRING.md

goal-md📁0.0.0🌱 Seedling128

A goal-specification file for autonomous coding agents. Generalizes Karpathy's autoresearch to domains with constructed metrics.

claw-pilot📁v0.81.1🌱 Seedling9

Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.

synthadoc📁v0.1.0🌱 Seedling66

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-

mcp-anything📁v0.1.0🌱 Seedling32

One command to turn any codebase into an MCP server

easy-pocket📁0.0.0🌱 Seedling26

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

kibi📁kibi-opencode@0.8.0🌱 Seedling5

Repo-local, per-git-branch, queryable knowledge base for LLM Agents.

@ctxlint/ctxlint📁1.1.3🌱 Seedling6

Lint your AGENTS.md, CLAUDE.md, and AI agent context files. Catch stale refs, dead commands, and token waste.

claude-proj-blueprint📁0.0.0🌱 Seedling13

Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.

smalltalk-dev-plugin📁v1.7.8🌱 Seedling11

Claude Code plugin for AI-driven Smalltalk (Pharo) development

agent2📁v0.1.0🌱 Seedling26

The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.

heartbeat-agent-framework📁0.0.0🌱 Seedling3

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.

serverlessclaw📁main@2026-04-21🌱 Seedling9

Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle cost, self-evolving, and infinite scale. Powered by OpenClaw.

rex-cli📁v0.17.0🌱 Seedling34

Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.

agent-knowledge-cycle📁v2.0.0🌱 Seedling3

Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.

sofos-code📁v0.2.2🌱 Seedling9

AI coding agent for your terminal, implemented in pure Rust

nano-banana-pro📁v2.60.0-alpha🌱 Seedling3

# Manga-Autonoma (powered by nano-banana-2) Autonomous AI 4-panel manga production system using Gemini API. / Gemini APIを活用した、完全自律型AI4コママンガ制作システム。

@chiragdarji/agent-doctor📁0.3.0🌱 Seedling1

Semantic health check for AI agent instruction files

Nightshift📁v0.0.7🌱 Seedling1

Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.

@baseplate-dev/plugin-ai📁0.6.8🌱 Seedling4

AI agent integration plugin for Baseplate — generates AGENTS.md, CLAUDE.md, .mcp.json, and .agents/ configuration files

forge📁v1.9🌱 Seedling7

A framework for agentic AI software engineering workspaces

ZimaOS-Blue📁0.10.39🌱 Seedling10

ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, Universal, Vendor-Neutral

copilot_orchestrator📁0.0.0🌱 Seedling12

Multi-agent orchestration system for GitHub Copilot with 29 specialized agents, reusable skills/prompts, and validation tooling.

Standard📁0.0.0🌱 Seedling18

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

Wee-Orchestrator📁main@2026-04-21🌱 Seedling6

🍀 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.

forgegod📁main@2026-04-19🌱 Seedling4

Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.

ai-runbook📁master@2026-04-20🌱 Seedling2

A dotfiles repo that treats AI agent behavior as infrastructure

agentconfig.org📁0.0.0🌱 Seedling6

Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.

ralphglasses📁v0.2.0🌱 Seedling3

Multi-LLM agent orchestration TUI — parallel Claude/Gemini/Codex sessions, 126 MCP tools

rundown📁main@2026-04-21🌱 Seedling1

A Markdown-native task runtime for agentic workflows. (AI Generated)

scorpio-analyst📁v0.2.5🌱 Seedling1

Your personal Multi-Agent portfolio manager and financial analyst team

AI-Agents-Orchestrator📁v1.0.0🌱 Seedling43

🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt

agentify📁main@2026-04-21🌱 Seedling3

Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.

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/

keel📁v0.2.4🌱 Seedling1

The full-stack framework built for AI. Auth, database, email, mobile — ready in one command.

autonomous-agentic-research-swarm📁main@2026-04-11🌱 Seedling4

File-based autonomous agentic research swarm template (Planner/Worker/Judge) with contracts, workstreams, and deterministic quality gates.

awesome-openclaw-usecases-zh📁main@2026-04-21🌱 Seedling4

Showcase 39 validated OpenClaw AI use cases in Chinese to help users automate tasks and improve daily work and life efficiently.

AGENTS.md_generator📁main@2026-04-21🌱 Seedling1

🤖 Generate secure, automated repo documentation and pull request checks with a safe-by-default toolchain for coding agents.

agentic-news-generator📁main@2026-04-20🌱 Seedling1

Generate a custom newspaper with an AI agent based on your favorite YouTube channels.

Neuroverseos-governance📁v0.3.0🌱 Seedling1

Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.

maestro-bundle2.2.0🌱 Seedling

One command. Full context for your AI agent. Any editor. Install governance bundles with skills, PRD, AGENTS.md and GitHub Spec Kit.

@webbywisp/create-ai-agent0.2.0🌱 Seedling

Scaffold production-ready AI agent workspaces — SOUL.md, AGENTS.md, memory structure, heartbeat config, and more

botserver📁2.4.42⚰️ Archived79

Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise envir