Custom agents

An Extensible Agentic Markup Language

This project contains a step-by-step guide on how to design an advanced agentic memory for your LLM based applications.

☁️ DevOps & Cloud Infrastructure skill suite derived from iannuttall/claude-agents.

Python package that provides an agent framework that can be used to build agents that serve Sentient Chat events.

Claude Code skill that forces AI to understand before executing. Three disciplines: cognition check, requirement understanding, method search.

GodlikeAI——让机器像神一样思考

Long-term Research Assistants with Self-Scheduling

🤖 AI 工程师的成长手册：从基础知识到 RAG、Agent 实战，涵盖学习路径与高频面试题。

My first attempt at building an AI "agent". The agent will try iteratively solving Advent of Code puzzles.

Simple and elegant component for building conversational interfaces on React.

CarikBot - Carik Chatbot Engine

Crucible turns YouTube videos into blogs, Twitter threads, and even lets you chat with the video itself.

Simple keras chat bot using seq2seq model with Flask serving web

Download music and play on Telegram for free

RinAI agentic chat stack. Includes graphRAG memory, parallel tool calling, DeepSeek R1 powered web search, advanced LLM gateway and active context summarization.

Checkmate is a Spec Oracle Engine built for AI-driven development. It verifies that code changes made by autonomous agents actually deliver what your spec promised using real evidence.

Task-oriented Dialog Policy Learning with Multi-Agent Reinforcement Learning

Build production-ready AI agents in days, not months. Python 3.13+. Save development time with minimal code, deploy anywhere with confidence, and scale from simple assistants to complex multi-agent systems without the headaches.

This project demonstrates a multi-agent system using Google's Agent Development Kit (ADK), Agent2Agent (A2A) and Model Context Protocol (MCP). that integrates Notion for information retrieval and ElevenLabs for text-to-speech conversion.

Multi agent scalable reinforcement learning for formation control with collision avoidance

Formation control for a multi-agent system in a bidimensional space. Various types of formations available. Implementation in ROS2 Foxy.

Enhanced and elegant flexible peak/loop/domain -calling and analysis tool for 1D/3D genomic data.

Thread Dispatcher is an open source tool to pass the execution of a Delegate, Coroutine or Task from a background thread to the main thread, and await its completion or result on the calling thread as needed.

AgentPro is a lightweight library for developing ReAct-style agents with tools, knowledge base, memory and reasoning.

Swift implementation of BabyAGI

MCP server connecting AI assistants with Jira & Confluence for smart project management.

Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search, LLM-powered fact extraction, zero infrastructure — just pip install.

A library for building bots compositionally.

LINE Flex 開發人員工具

Flexible Agent Framework for building Chat Bots, AI agents, and LLM microservices on the JVM.

Code for NeurIPS 2024 paper "AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning"

A Multi-Agent Path Finding visualization website.

Privacy-first Apple Health analyzer — cross-metric insights, behavioral patterns, and health reports. Agent skill for Claude Code, Codex & Cursor.

AI Coach Powered by Cole's Content (RAG AI Agent)

A complete Retrieval-Augmented Generation (RAG) application that demonstrates modern AI capabilities for answering questions about Ultimate Frisbee rules and strategies. This project showcases how to build a production-ready RAG system using cutting-edge technologies.

OpenThaiRAG is an open-source Retrieval-Augmented Generation (RAG) framework designed specifically for Thai language processing. This project combines the power of vector databases, large language models, and information retrieval techniques to provide accurate and context-aware responses to user queries in Thai using OpenThaiGPT 1.5 as LLM.

Self-evolving Agents. MOLTRON upgrades agents to learn and evolve skills autonomously. Welcome to the Singularity.

MASA: Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management.

[ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer

Light weight Claude Skills and Agents for every day tasks.

OpsAgent 是一个基于 LLM (Large Language Model) 的 Kubernetes 集群管理工具，它通过 AI 能力来简化和增强 Kubernetes 的操作和管理。该项目旨在帮助用户更容易地进行集群诊断、安全审计、资源分析和清单生成等操作。

AI agent skill for building modern, composable, and accessible React UI components following the components.build specification

A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execution, semaphores, prompts/resources and more

KGARevion: AI Agent for Knowledge-Intensive Biomedical QA

The Mastercard Developers Agent Toolkit allows popular agent frameworks to integrate with Mastercard Developers Platform for service discovery and integration guides.

Official Code for "Continuous Locomotive Crowd Behavior Generation (CVPR 2025)"

DeepAgent 기반 Research(연구) Multi Agent System 구축 - Context Engineering

A Rust-based agent orchestrator enabling a swarm of Claude Code instances building software.

Voice AI agent for reactivating cold leads through personalized calls, assessing their interest with AI agents, and syncing insights directly to your CRMs.

AI tools & automation for creating short viral videos using VEO3 model

Kai Fusion Build AI Agents & Workflows, Visually

modular, service-oriented CAD

Official Implementation of AAAI 2025 paper "MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents"

Python SDK for interacting with the Moorcheh Semantic Search API v1. Moorcheh provides ultra-fast, highly accurate vector similarity search and analysis capabilities based on information-theoretic principles.

👋 Claude Code & Codex harness insights dashboard — visual catalog and token analytics for skills, agents, plugins, hooks, memory, and more!

Since November 2025 D-PC Messenger, a decentralized, Privacy-First Infrastructure for Human-AI-Team Collaboration

It is a simple, fast, and hard-durable embedded database designed specifically for AI agent memory. It provides a single-file-like experience (no server required) but with native support for vectors, graphs, and temporal search.

Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows

An highly configurable desktop client for your favourite LLM

The IAM layer for AI agents: cryptographic identity, capability authorization, and audit trails for non-human identities. Open source.

Multi-agent AI platform on Cloudflare Workers — public preview (v0.1.x)

Symbiont lets teams build production agentic applications where every action is governed, every tool is verified, every agent has identity, and every decision leaves an audit trail.

BitQuant is an open-source AI agent framework for building quantitative AI agents, leveraging specialized models for ML-powered analytics, trading, portfolio management, and more.

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

10 installable Claude Code skills that turn your terminal into a GTM command center. ICP building, signal scanning, lead scoring, outreach sequences, battlecards. Built by Earleads.

面向 Claude Code、Codex、Open Code等Ai Agent 的确定性公文排版 Skill，可直接渲染为规范公文格式的 .docx（字体、字号、行距、页码等）。

AgentLimits is macOS widgets that display Codex/Claude Code usage limits and ccusage tokens, cost, heatmap

Agent-first Memory Bank skill pack for Codex CLI, Claude Code, and similar runtimes.

FastMemory is a topological representation of text data using concepts as the primary input. It helps in improving the RAG(by replacing embedding and vectors entirely), AI memory and LLM queries by upto 100% as in the huggingface benchmarks(22+ SOTA)

Local LLM-maintained personal wiki, built on Karpathy's LLM-Wiki pattern. Runs on Ollama + Qwen3 + QMD.

A minimal, composable AI agent harness framework in Python.

Personal AI OS for Entrepreneurs. Ultimate OpenClaw setup in minutes. Experience frictionless flow states in your daily workspace — your AI Ally wielding 5-layer memory, commanding your agent army across every tool in your stack. Self-evolving. Sovereign. Modular. We distilled the best open source has to offer.

A business question goes in. A consulting-grade deck comes out. Four composable skills for Claude Code and Codex: strategy storyboarding, brand identity, pixel-perfect PDF, native editable PPTX.

Airtap skill for agents like codex, claude, openclaw

This is my hub for Copilot prompts, custom agents, and video guides. I share practical examples, build instructions, and tips to help you explore and apply AI-driven workflows. Everything in one place—easy to browse, learn, and use.

Not another agent orchestrator — ORCA is a runtime for executable cognition.

MCP server for agentic AI-assisted development in SAP BW/4HANA

Engineering-grade ROS 1 / ROS 2 skill for Codex, Claude Code, and Gemini CLI.

Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.

Build & connect smart devices using AI. Vento is your playground for building with AI, code and hardware — no limits, just creation.🚀🚀

Production-shaped MCP server for Blender with goal-first routing, curated tools, deterministic verification, and vision-assisted 3D modeling workflows.

Money Atlas Skill.md (Claude Skill) For AI Agent A Genesis Protocol-powered intelligence system for financial markets, macroeconomics, and geopolitics. Core Systems - Genesis Protocol (First Principle + System Thinking) - SMC Layer Engine (Quant price structure)

Benchmark self-evolving Agent upon realistic large-scale file workspaces

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Hello-AI是一个面向小白的 AI / LLM 学习入口平台：把 AI 基础、提示词、工具使用、RAG、Agent、部署、评测和安全常识串成一条能走通的路，并提供案例、练习和可复现项目让小白把这条路走通。

MCP server for real-time world news — free, no API key required

AI agent skills and MCP integration for Credyt — real-time usage-based billing for AI products. Works with Claude Code, Cursor, Codex, and Copilot. Add wallets, credits, usage metering, and a customer Billing Portal to any project with a single prompt.

Long-term Research Assistants with Self-Scheduling

[NeurIPS 2024 D&B] VideoGUI: A Benchmark for GUI Automation from Instructional Videos

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

AI Skill Hub — a cross-platform desktop app to discover, dedupe, organize, and sync AI agent skills across Claude Code, Codex, and a shared pool. Ships an MCP server so your agent can run the whole library — install, align, organize, clean up — every write gated and reversible.

Baton — clean session handoffs: pass in-progress work to the next agent with a single verified markdown file. A Claude Code / Codex skill.

Agents, Commands and Pipelines for Claude code & other harnesses

AgentCat is an analytics platform for MCP server owners 🐱.

A powerful knowledge base management and work-study system. It supports a range of advanced AI features, including multi-role conversations, autonomous multi-turn KB search by Agents, browser automation, session compression, MCP, SKILLS, and bots. The project adopts a decoupled front-end and back-end architecture

OpenStudio is a browser and desktop DAW built with React, Web Audio API, and Electron. It brings the core beatmaking workflow into one app: browse sounds, build patterns, arrange clips, mix tracks, and export the final track to WAV or MP3. The built-in AI Agent helps shape melodies, drums, instruments, mixer settings, and FX.

PostHog context and skill assembly for AI agents and LLM tasks