Custom agents

Powerful markup language for modern chatbots.

[CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos

MegaHAL is a learning chatterbot.

Deep Research based on Claude Code's agentic framework 🦉⚡ export const SPINNER_VERBS = [ 'Accomplishing', 'Actioning', 'Actualizing', 'Architecting', 'Baking', 'Beaming', "Beboppin'", 'Befuddling', 'Billowing', 'Blanching', 'Bloviating', 'Boogieing', 'Boondoggling', ...]

Event-in-a-box to get started with Power Platform and AI Copilot (aka LowCode)

Local Apple Notes + LLM Chat

Astraeus Σ-9000: A Claude Code–native, zero-shot meta-agent orchestration compiler prompt engineered for one-time repository bootstrapping within deterministic, agentic development environments.

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence

An agentic RL framework to enhance retreival-augmented reasoning in Diagnostic Policy

Flow Nexus is the first competitive agentic platform built entirely on MCP. Deploy autonomous AI swarms, train neural networks, and compete in coding challenges while earning rUv credits. Transform agentic engineering mastery into lived experience through gamified cloud development where agents spawn agents and systems improve themselves

PaperCircle: An Open-source Multi-agent Research Discovery and Analysis Framework (ACL Oral)

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.

The data represents financial transactions -- bank transfers, purchases, credit card transactions, checks, etc. Most of the transactions are legitimate. A few represent money laundering. The data is in CSV format. The data is generated using a multi-agent virtual world model. All of the agents in the virtual world have actions governed by statistical distributions. Thus the model and data are NOT based on obfuscating or anonymizing real individuals. Everything is synthetic. More specifically the underlying model uses a virtual world of banks, individuals, and companies -- with individuals and companies buying items, and doing bank transfers to make payments, get supplies, pay salaries, etc. The underlying model has good and bad actors, with bad actors doing things like smuggling, extortion, illegal gambling, etc. The bad actors sometimes attempt to launder ill-gotten funds resulting in money-laundering transactions. NOTE : Although this repository is under the Apache-2.0 license, the actual data is released under the CDLA-Sharing-1.0 license.

Harness as code — the Terraform for AI agents. Define your agent team AND its memory once, deploy to Claude Code, OpenClaw, Cursor, Codex, Gemini, Copilot, Kiro. Declarative .at language + agent-maintained, Obsidian-portable company brains + interactive visualizer.

A curated list of AI agent platforms, frameworks, protocols, tools, and resources

Agent-native persistent knowledge management — compile knowledge once, query forever.

The automation-first agent harness. Every coding agent can build — AdaL does GTM directly from your codebase.

An AI Agent-powered Markdown Document Management & Reading System. The AI Agent understands your intent and autonomously invokes 11 different tools to read, create, edit, delete, move files, and even search the web or fetch webpage content.

专为 AI 智能体设计的强大微信 RPA 技能，支持无头运行与 REST API 控制，打破大模型与真实微信操作的鸿沟

Tau Coding Agent - like Pi, but twice as much

MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf.

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

Build persistent multi-agent teams that collaborate like real organizations to deliver complex tasks.

Architecture Deep Research: deep research for strategic system design decisions.

Shape rough requests into evidence-backed /goal completion contracts — an Agent Skill for Claude Code and Codex

🎆 A Claude Code workflow that replicates ClaudeDesign — parallel design exploration, panel judging, synthesis, and adversarial refinement to a single world-class frontend page. 双语 README。

Claude · Codex · Gemini 멀티에이전트 오케스트레이션 스타터 (파일 기반)

Let your LLM agent generate polished product demo videos for web apps, powered by Playwright.

🧠 Brain-inspired cognitive architecture plugin for AI agents — persistent memory, evolving personality, neurochemistry-driven mood, learning from mistakes. Fully local on OpenClaw.

A Model Context Protocol (MCP) server for Twenty CRM integration. Enables natural language interactions with your CRM data through Claude and other AI assistants. Supports CRUD operations, dynamic schema discovery, and advanced search across people, companies, tasks, and notes.

AI agent autonomously optimizing RAG retrieval pipelines against your own documents

从零开始，看懂 DeepSeek Harness 的「万物皆可插件」— 零基础插件开发教程（含 22 个中文技能实例）| Zero-to-plugin tutorial for DeepSeek Harness

한국어 PII 검출 + 가명화 Python 라이브러리

Coordinate multiple AI coding agents through a local-first, recoverable Agent Bus.

Automatically turn successful DeepSeek Harness sessions into reusable, reviewable Agent Skills.

A lightweight desktop IDE for editing and running MATLAB .m scripts and Simulink .slx models, with visual editing, plots, parameter sweeps, and AI assistance.

开源免费的本地 3D 陪玩 / 虚拟陪玩：桌面 3D 角色语音聊天、口型表情动作运镜，还能对面抽塔罗。virtual companion

Switch, monitor, and resume Codex, Claude, and Kimi sessions across VS Code workspaces.

Offline video material retrieval platform for semantic search, subtitle search, Agent API, and AI-assisted editing.

GPS (Guochuang Preparation Skills) — A multi-agent AI toolkit for competition planning, proposal review, pitch deck optimization, defense coaching, and award-level assessment.

Agent-first slide decks: comment under a slide, and your coding agent (Claude Code or Codex) makes the change and replies on the slide.

Creative vertical video editing skill for AI agents (Claude Code, Codex, OpenCode, Cursor, Hermes): named styles, creative mode, HyperFrames + voice-first mix.

Our goal is to multiply model capability per dollar of inference. AgenC is an open source framework that improves how any model plans, uses tools and checks its work.

MADRE · Codex, Claude Code, Gemini CLI and OpenCode in one local chat on your machine, with one memory every agent shares. Home for all your projects and a Coordinator above them. Read-only by default; you unlock more per message. In Spanish and English. Public beta.

LLM Agent for WWTP biotreatment on redefined ASM code library

基于麦当劳 MCP 的权益精算 Skill——按档口与账户权益实时核价，算清这顿值不值、这张卡值不值，一次确认完成点单

Fault-injected tool environments with side-effect grading for evaluating and post-training LLM agents

Pilot Protocol: The Internet of Agents

An AI-powered virtual development team of 12 specialized agents that helps you create applications through interactive collaboration. From requirement gathering to deployment, Dream Creator coordinates architects, developers, QA, and DevOps to build your ideas into reality. Supports Chinese and English languages.

The goal of this tool is to help you to have fast responses when you have some problems with OVH services.

Google's Meena transformer chatbot implementation

ArchGuard Co-mate is an AI-powered architecture copilot, design and governance tools.

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

🦋 │𝐂𝐘𝐁𝜩𝐑│𝐏𝜟𝐍𝐃𝐀│𝐌𝐃│𝐕➃ 🦋

TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments.

finance agent + with generative ui

Run LLMs and agents on TEEs leveraging NVIDIA GPU TEE and Intel TDX technologies.

An AI-native multi-model database unifying SQL, vector, full-text, graph, and sandboxed Python — for transactional, analytical, and agent workloads.

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

A powerful Python framework for orchestrating AI agents and managing complex LLM-driven tasks with ease.

Structured AI development framework for Claude Code. Research → Plan → Implement workflow with parallel agents, persistent context, and session management.

Calling Android functions from Qt without using JNI

ADL (Agent Definition Language) is a vendor-neutral, declarative standard for defining AI agents, including their tools, LLM settings, RAG inputs, permissions, and dependencies. It brings consistency, governance, and portability to enterprise AI by providing a clear, machine-readable agent blueprint.

AgenticShop is a solution accelerator that demonstrates how to build an intelligent, multi-agent retail experience powered by Azure Database for PostgreSQL.

Open-source infrastructure for running natural language workflows on your codebase.

A multi-agent framework to fully automate anomaly detection in different modalities, tabular, graph, time series, and more (work in progress)!

Constitution-first AI orchestration: one Charter (YAML) defines mission, budget & rules. CEO plans → CFO approves → Ledger tracks every cent & token → Auditor scores. 16 workers, Stripe, MCP. Think. Audit. Execute.

harness-engineering discussion of shortcuts, automation, hacks and overall productivity with code agents like claude code, codex, and other harness.

Make your AI code agent write production-grade Go instead of tutorial-grade Go. A plugin for Opencode, Codex, Pi, Cursor and Claude Code with version-aware guidelines (Go 1.0–1.27) covering modern syntax, performance tuning, error handling, concurrency patterns, testing, and graceful shutdown.

iOS dynamic library MCP for agents

Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

[ACL2026 Main] AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts

MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get real-time LSP diagnostics, type information, and code navigation for AI coding agents without waiting for slow tsc/eslint checks.

MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning

Task-scoped authorization for AI agents. Cryptographic warrants constrain tools and arguments, prevent privilege escalation at every delegation hop, and produce signed evidence of what was allowed or denied.

The Retail Shopping Assistant is an AI-powered blueprint that provides a comprehensive interface for an intelligent retail shopping advisor. Built with LangGraph for agent orchestration, it features multi-agent architecture, real-time streaming responses, image-based search, and intelligent shopping cart management.

self-extending sandboxed agentic harness. a loop, two tools and an llm

AI-powered bot conversations for AzerothCore WotLK 3.3.5a - for mod-playerbots

Social media scheduling CLI and OpenClaw skill for AI agents posting to X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, and Pinterest.

Forcing-function skills for AI agents — validated to improve behavior, not just change it.

> 基于 Multi-Agent 架构的智能旅行规划系统，集成高德地图 MCP 服务，支持 CLI 和 Web 双界面。输入目的地、日期和偏好，AI 自动规划包含天气、景点、酒店、餐饮、交通和预算的完整旅行方案。

the governed runtime for agent skill workflows, off the leash but on the record

The complete video-production skill behind the 蝦說 AI channel — lets an AI agent autonomously produce narrated educational videos (slides + TTS + ASR verification + subtitles).

Open-source AI coding desktop app with parallel agents and persistent project memory. Local models, Ollama or cloud AI. Windows, macOS and Linux.

Turn Android Termux into an autonomous AI agent and security orchestrator. Powered by a local ReAct framework with 50 system tools and MCP support, a background task │ scheduler, on-device ADB controls, and a unified Web UI & Telegram Bot.

An MCP server that lets AI agents read and draw on the Figma canvas — safely. Paired with a Figma plugin, it provides structured verification, safe-by-default drawing, and resilient multi-window support for Claude Code, Codex, Cursor, and other MCP clients.

Awesome Open Data Agent Platform resources: open data access, semantic layers, multi-agent SQL, memory, governance, and GenBI.

Loop engineering for software development. Turn any repository into a self-organizing AI engineering team — 8 specialists, contract-driven, evidence-gated, parallel feature voyages.

Any Model. Your Subscription. Happy Harness. The open-source desktop app for Claude Code, Codex, and Grok, with an iOS and Android app to control your coding agents from anywhere.

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent — zero-dependency Python CLI + MCP server + Claude Code plugin

Open-source starter stack for Agent product developers: desktop client, control plane, workers, multi-agent workflows, admin, mobile, and operations.

Talk to Mira, a late-night radio DJ you can interrupt. A live voice agent built on the Gemini Live API with the raw google-genai SDK — no framework.

Autonomous backend platform. Your coding agent builds it over MCP, Backenly keeps it running: Postgres, REST APIs, auth, storage, realtime, and functions, with every change governed, verified, and reversible.

vLLM based inference framework for agentic workload.

Agent orchestration built from first principles: plan, dispatch and supervise a team of AI engineering agents from one control surface.

Aetox harness: a local-first Windows AI environment - model, skills, team and memory as one system. Two doors - an Assistant that adapts to your work and drives a real browser; and a Developer that names each weakness before writing, checks the project's security, runs the project's tests before saying done, and remembers what this project decided.

Flexible storage solutions for agent sessions.

InsightOS Semantic is a semantic agent system built by Jushi Intelligence (具识智能) for embodied AI scenarios. It semantically connects the robot's body, environment, tasks, skills, and operational experience; translates natural-language requirements into tasks the robot can execute; and closes the complete loop of understanding, planning, execution,