Custom agents

一个支持定义多个角色的 AI 群聊 Web APP

SQLMap with Autonomous AI, phased workflows, RAG memory, and MCP Agent Tools

longcallR is a tool for SNP calling, haplotype phasing, and allele-specific analysis with long-read RNA-seq data.

A Terminal User Interface for AI collaboration on code, using a Retrieval-Augmented Generation (RAG) pipeline designed specifically for Rust code generation and refactoring.

High-performance vector search for Browser, Node, and Edge

AI-powered test automation tool which allows developers to run mobile automated tests

Agent-centric social network and interoperability dApp framework

Vibe Island releases & update feed — download the latest DMG of the macOS notch panel for 25 AI coding agents (Claude Code, Codex, Cursor & more).

Enable AI agents to create and execute their own tools in Rust autonomously. Available as web API and MCP services

Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"

A collection of different implementations of the same agent to show differences in frameworks.

🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent for AI • NetEase • QQ Music • KuGou • Kuwo

Compiles AI agent traces and truns them into reusable context.

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

Self improving agents through iterations

iOS application for Lumo

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.

The source code of [Sec'25] Make Agent Defeat Agent: Automatic Detection of Taint-Style Vulnerabilities in LLM-based Agents

AI agent skills, agent teams, MCP servers, and tools that make AI coding assistants better at Swift and iOS development.

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

心灵伴侣，AI+心理健康Agent项目案例

企业级多Agent知识管理系统：4个AI Agent协作完成文档解析→知识抽取→智能问答→增量更新，Python/Java/Go三语言实现

安卓端强大的AI Agent，仅需简单配置API即可以体验AI自动化操控手机完成跨APP的复杂任务交互。实测部分场景速度较豆包手机提升35%以上

CrawlLama 🦙 is an local AI agent that answers questions via Ollama and integrates web- and RAG-based research.

AI影视创作策划评估工作流|剧本创作 Agent 平台是一个基于 AI 的专业影视创作辅助系统，整合了 20+ 个专业 Agents，覆盖从策划、创作到评估的全流程。短剧创作|策划|评估Agent,故事大纲生成｜详细情节点｜剧本｜故事质量ip评估｜已播剧情分析｜故事五元素分析｜情节点工作流｜人物小传｜人物关系｜思维导图｜

Learning something new about runtime security for agents

Control robots and physical hardware with natural language through Strands Agents.

This repo contains the critical chat_template.jinja fix for Qwen3/3.5/3.6 to work smoothly in agentic task.

Official Implementation for the Paper [AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent](https://arxiv.org/abs/2602.03955)

🔁 Run AI coding agents as an autonomous dev team across all your GitHub repos — plan, review, fix, and ship, on a loop.

MCP server for Wanderlog — build and edit trip itineraries through conversation

亚马逊跨境电商场景下的 Claude / AI Agent Skills 合集（中文优先，聚焦 Amazon 出海 + 1688 供货上游）

600+ zero-dependency animated web components. One HTML file each. Built for AI agents.

MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-peer server/client eval from AI agents.

openclaw marketing skills which ships 38 agent skills covering CRO, copywriting, SEO, paid ads, growth, and GTM

Coding agent for DeepSeek models

BEAM-native coding agent for Elixir/OTP projects with TUI, web UI, eval, tools, memory, and subagents

AI 驱动的多 Agent 自主代码安全审计：审计计划、危险 Sink 发现与调用链分析；AI-driven multi-agent autonomous code security auditor — audit planning, sink discovery & call-chain analysis;

Panel & agent system for Telemt fleet management

Agent Deck

Curated reusable skills, workflows, and tool-backed capabilities for AI agents.

Open-source AI browser agent — type plain-language commands and Bah operates the web for you. Works with cloud AI (DeepSeek, Mistral, NVIDIA) or local Ollama models.

Find and govern AI attack surfaces in application code at PR time. Free, OSS, runs offline.

Build with Clay in your AI coding agent - skills, MCP tools, and the clay CLI for Claude Code, Codex, and Cursor. Search companies and people, run enrichment routines, and query tables from natural language.

The open, machine-readable standard for the Somali language — orthography, grammar, terminology, translation, and AI/benchmark resources, as a versioned, citable RFC-style catalog.

Simple Long Horizon Agent - A simple yet effective AI agent for learning, experimentation, and long horizon work.

Autonomous multi-agent harness for Claude Code (A.L.B.E.R.T. orchestrator) plus a zero-dependency live HUD console.

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

OpenAFW is a local agent firewall — keep your secrets off the model, the API relay, and the supply chain. Local credential masking, per-route model routing, and security detectors on the wire.

Local-first AI decision workspace with four competing perspectives, human approval, evidence tracking, and native macOS and Windows apps.

Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architecture extracts structured elements, page content, and AI-enriched metadata from research papers and books. Generate PRDs, workflows, topic clusters, and Claude Code skills from PDFs. No OCR required.

A privacy-first fully local assistant for MacOS with SaaS connectors

Deskflow SaaS is a modern, full-featured customer service platform built with cutting-edge web technologies. It streamlines customer support operations by providing real-time chat, complete agent lifecycle management, conversation history, knowledge base, and powerful analytics.

知识图谱 neo4j 答案查找 + 机器学习 分类模型 问题分析 = 电影知识库问答机器人

Vietnamese Chatbot

Paean Agent CLI

JoularJX is a Java-based agent for software power monitoring at the source code level on all OSes

A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.

Watch AI agents walk to desks, think, collaborate, hire interns, assign tasks to each other, execute code, search the web, and grow their team - all rendered in real-time pixel art with persistent memory across sessions.

Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning

a minimalistic template for dynamic self-building AI agents

The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'

A collection of skills for AI agents by Guy on Simulink.

Browse any app normally. Spectral captures the traffic, understands what each API call does, and generates MCP tools that AI agents can call directly.

A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, and Zig toolchains, covering compilers, debuggers, profilers, build systems, sanitizers, and binary analysis

[EMNLP 2017] Code for "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog"

Agentic Research and Evaluation Suite

Copper (Cu) CoAP user-agent (JavaScript implementation)

The agent runtime built to operate.

Photoshop for agents

Agentic RAG platform purpose-built for small language models (SLM). Robust PDF/SQL search

An RL agent for the Google Football environment

A very small user-agent (browser) and device detection library.

Agent Skills for Mojo and MAX development

Akonadi resource agent for Microsoft Exchange using Exchange Web Services (EWS) protocol

Alt util to AWS cloudwatch agent that works w/ systemd journal and sends the data in batches to AWS cloudwatch.

pi extension that exposes agent-browser as a native tool for browser automation

In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. I implemented general search algorithms such as depth-first, breadth-first, uniform cost, and A* search algorithms which are used to solve navigation problems in the Pacman world.

A modern AI chatbot with chat, image generation, and text-to-speech features, designed for a smooth and friendly user experience.

Memora is an agent that aims to replicate the human memory for AI assistants / agents.

ML/AI training/serving and agent sandbox operator and controller for Kubernetes

A Clojure library for building real-time voice-enabled AI Agents. Simulflow handles the orchestration of speech recognition, audio processing, and AI service integration with the elegance of functional programming.

Agent scanner for vulners.com

Akamai MFA CLI and SSH Agent (v2)

SuperCLUE-Agent: 基于中文原生任务的Agent智能体核心能力测评基准

Civic Tech & Data AI For Good project. Tracks prosecutor election messaging, mass incarceration indicators, and historical context. Utilizes Agentic AI for data scraping.

ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)

SNMP Agent built with Arduino

A local LLM chatbot with RAG for PDF input files

(VillagerAgent ACL 2024) A Graph based Minecraft multi agents framework

FlowSteer: agents designing agentic workflows via reinforced progressive canvas editing.

🖥️ Run a Team of AI Agents. In Your Terminal.

[🏆 CHI26 Best Paper] CoBRA: Reproducible control of LLM agent behavior via classic social science experiments

Curated collection of tools for agentic LLMs in Emacs

Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)

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

A lightweight autonomous AI coding agent with terminal-based UI, inspired by Codex and Cline.

A plugin to vectorize collections for RAG in Payload 3.0