Custom agents

TwinCAT coding agent for Beckhoff PLC development, with strict rules for Structured Text, naming conventions, PLC-aware tooling, syntax checks, and safe project validation workflows.

Open ScholarPeer is a Community Implementation of "ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review" by Google DeepMind

Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.

Spec-Driven Development skill pack for the Pi coding agent: steering docs, .status gates, EARS, and a PRD→SPEC→TASKS→EXEC→REVIEW pipeline.

Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.

🔥 CogitoAgent — An autonomous AI agent, cloud-driven but locally executed. It continuously thinks, automatically analyzes, and integrates practical tools like file management, code execution, web search, and database operations — secure and efficient.

Search & read the login-walled Chinese internet for your AI agent — 微信公众号/小红书/抖音/B站 + Twitter/Reddit/HN/YouTube. One CLI, one JSON schema, zero-config WeChat search. 让 AI agent 搜到微信公众号. Install by telling your agent.

Concurrent Go CLI that detects hidden prompt-injection content in documents — invisible Unicode, homoglyphs, hidden HTML, and known trigger phrases — before they reach a RAG pipeline.

将 Zotero 文献库接入 WorkBuddy，用自然语言对话完成文献搜索、PDF 批注整理、文献综述草稿等任务。本仓库提供完整的中文配置指南，支持本地模式和云端模式，且设计为 AI 可自主执行——你只需一句话，AI 自动完成配置。

Agent-ready MATLAB and Simulink skill suite for Codex: batch execution, validation, codegen, simulation, and reproducible research workflows.

洁癖.skill：让 AI Agent 少留痕，留下的都有用。 Tidy Skill: make AI agent artifacts intentional, scoped, and disposable when needed.

Think first, then code. Where Claude Code and Codex jump straight to writing, this stays review-first: a code reviewer, security scanner, root-cause debugger, and code generator, all in one shell-native loop.

Emacs interface for Claude Code with auto-response, vterm integration, and session management

The first LLM-maintained knowledge wiki purpose-built for Product Managers — Karpathy's LLM Wiki pattern turned into a PM schema, rituals, and a complete worked pilot. Clone it, point your agent at it, and your product knowledge starts compounding.

Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

Turn your coding agent into a one-command autonomous research paper generator. Wraps AutoResearchClaw's 23-stage pipeline with setup automation, interactive config, error diagnosis, and self-healing hooks.

A native macOS code editor for CLI-agent workflows. Split editor and terminal panes, a cross-project Agent Inbox, private notifications, LSP, Git context — zero Electron.

Your AI development team — 27+ agents and 21 skills that build, review, debug, and ship production code. Works with Claude Code, Cursor, VS Code, Windsurf, Codex, and OpenCode. 7 framework packs: Vue, React, Next.js, SvelteKit, Angular, Astro, Nuxt.

SQL queries for CSV files. The analytical CSV query engine for AI agents cli: csvql.

Real-time guardrail runtime for AI agents.

A verifiable local memory architecture for long-running AI agents

Give AI coding agents product, spec, task, QA, and release workflows in one command.

An opinionated SDLC kit for Claude Code — from /spec to /deploy. Agentic spec-driven SDLC for Claude Code (C#/.NET + Node.js).

SOUL.md governance framework for Hermes Agent — structured memory, skill management, and operational rules

an OpenCode MultiPlexer, to allow seamless switching between parallel running session, both existing and new

Graph-native studio, runtime integration, and self-hosted observability for mutable multi-agent LLM workflows.

Awesome Multimodal Agent

A production-grade Python AI Agent framework with persistent memory, hooks-driven architecture, and compute-storage separation.

Modern open-source ERP platform with CRM, HRM, Inventory, Accounting, Sales, Purchasing, Projects, POS, and workflow automation. Built for scalability, customization, and enterprise-grade business management.

Archive-grade .mdc rule library for Cursor AI — 26 production-ready rules for teams seeking stable, reusable AI coding guidance

AI-powered English learning assistant for Chinese elderly users, with RAG, ReAct Agent, two-stage retrieval, and 5-dim evaluation framework

CLI tool & MCP server that turns a codebase into text for an LLM to see its context — feed code to ChatGPT, Claude, or any AI coding assistant

The framework that powers your Agentic Company

Fly the web on a string — a lightweight (~7MB) Rust browser-automation MCP server for AI agents. Streamable HTTP, 21 tools, HTML→PDF, plus a Puppeteer-compatible npm facade.

A comprehensive list with 56 agents to scale your B2B startup or turbocharge Enterprise teams. Need help customizing or implementing it into your company? Please reach:

Free, open-source, API-first veterinary practice management system (PIMS) — self-hostable, with a built-in AI agent and a real REST API.

Your AI company, in your device. Local-first AI platform: chat, agent crew, memory, and a model store sized to your hardware - from 4GB laptops to big GPUs. One-click setup, fully private.

QAosMonkey is an exploratory testing agent that interacts directly with iOS and Android emulators. Unlike traditional QA scripts that follow rigid, happy-path instructions, QAosMonkey acts like a curious, slightly malicious user. You tell it what to test, and it figures out how to break it.

Neuroscience-inspired memory system for AI agents. 7 layers. FSRS. Hebbian learning. Emotional tagging.

Open-source, token-frugal agents for real teams — private memory, shared packs, your hardware.

Cross-platform Rust daemon that prevents disk-full incidents for AI coding workloads using predictive pressure control, safe artifact cleanup, and multi-volume ballast pools.

SIGN — Sigil Intelligence Graph Notation. The knowledge contract layer for the agentic enterprise. Open specification · Apache 2.0 License

MCP server for Korean DART filings — financials, valuation, ownership, business analysis, and AGM proxy-voting for AI agents.

A new kind of IDE for agentic engineering

Local-first desktop command center for Claude Code, Codex, OpenCode, and other coding agents—parallel tasks, worktrees, dev services, port forwards, diffs, and review.

Canonical memory infrastructure: BM25 recall over trusted files for AI agents.

Elixir SDK for Sprites: manage stateful, hardware-isolated Linux sandboxes and execute remote commands.

Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the aws-bench framework (https://github.com/aws-bench/aws-bench) to provision isolated AWS environments, run agents, and evaluate their results.

Way to find a work in AI era — storefront, MCP, self-host UI, Hub for products & startups

Human constraints, interactive planning, autonomous execution.

⚗️ Experimental — A markdown brain that gives your AI coding tools judgment and rigor: sharp defaults, real decisions, and the discipline to verify before saying done. For Claude Code, Cursor and Codex. It improves itself over time.

Agent skills that turn Claude Code (or any agent) into an award-winning multi-modal creative pipeline — art, music, video, story. Panel-of-Experts debate, a deterministic state graph, and an immutable continuity block that makes creative drift structurally impossible. Prose contracts, not framework code.

AI agent skills for IELTS Writing Task 1 & Task 2 review with DOCX comments, customizable target bands, and model answers.

Teaching Skills for Claude Code — teaching lifecycle suite for university professors

Context meters and provider rate limits for agents running in Herdr.

22 quality engineering skills and 8 agents for AI — ISO 9001, IATF 16949, AIAG-VDA FMEA, VDA 6.3, PPAP, APQP, SPC, MSA

Turn your team's unwritten code-review conventions into rules your AI coding assistant follows.

A curated list of community plugins for bb, the agent IDE — the ecosystem's missing directory.

Think first, then code. Where Claude Code and Codex jump straight to writing, this stays review-first: a code reviewer, security scanner, root-cause debugger, and code generator, all in one shell-native loop.

A validated, Baseline-aware modern CSS skill for AI coding agents (Claude Code, Codex, Cursor, Pi, OpenCode, Kiro).

Local semantic project map with live agent work and session navigation

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

Comprehensive, scalable ML inference architecture using Amazon EKS, leveraging Graviton processors for cost-effective CPU-based inference and GPU instances for accelerated inference. Guidance provides a complete end-to-end platform for deploying LLMs with agentic AI capabilities, including RAG and MCP

Another WhatsApp bot with super clean code design. Written in TypeScript.

Sora is a Discord bot that integrates with the Open Router API to facilitate conversation in Discord servers.

AI-based search done right

書籍「AWS生成AIアプリ構築実践ガイド」で使用するサンプルコード

基于 Youtu-Agent 框架构建的Nexus财务智能体，专为A股市场设计。

Memory Viewer for OpenClaw AI Agents - Beautiful web UI for browsing and editing agent memory files

One attendance code, done in three steps. 一个签到码，三步搞定。

Execution assurance agent guard and observability for autonomous AI operating in production.

Agentic Finance Infrastructure.

Systematic debugging methodology for AI agents and developers. Prevents common anti-patterns like patch-chaining and wrong-environment restarts.

A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories, compresses them in flat mode, saves tokens, and adds Governance.

Secure your AI Agents against prompt injection attacks

Agent-native marketing cli: 51 skills, 5 research agents, brand memory that compounds, plus a local Studio dashboard (beta). single agent-native cli, then /cmo in ur coding agent..

Open-source framework for stress-testing LLMs and conversational AI. Identify hallucinations, policy violations, and edge cases with scalable, realistic simulations. Join the discord: https://discord.gg/ssd4S37WNW

Liquefy is a local-first OpenClaw vault system for packing, verifying, searching, and auditing agent runs with domain-aware compression, policy/redaction, and proof artifacts.

An AI-powered video app where you choose a persona (Financial Analyst, News Anchor, Professor) and get a live, face to face rundown on any topic, stock watchlist, or academic paper, backed by real-time search data.

A platform-agnostic bridge that connects AI agents to instant messaging platforms.

Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeScript SDK + matching MCP gateway.

The Ranking Cost algorithm for multi-path routing of gridworld.(多智能体路径规划，电路规划)

Autonomous AI-powered academic research system.

Misalignment Bounty submission template

Redis Vector Library (RedisVL) -- the AI-native Java client for Redis.

Query SAP OData endpoints in plain English using AI. Claude Code skill.

A minimalistic production ready agent with Dapr Agents

What a $500/hour coach would analyze after reading 90 days of your meetings.

Just a simple multimodal avatar interaction platform

An AI assistant for PCs powered by Meta's LLaMA3 using Hugging Face, runs on voice recognition, text-to-speech. Send messages, voice/video calls anyone with one sentence. Automated WhatsApp, YouTube(say "play Faded on youtube")Stores persistent chat history in SQLite. Hotword detection like "Alexa" to start assistant. Type/speak any query to ask it

An Artificial Intelligence Chat Bot and Service Provider written in Python and AIML.

Core application and backend of the Twasi chatbot for Twitch.

A simple JavaScript chatbot

A small chatbot for ssh-chat

An Alexa skill providing a conversational interface to any public figure (as mimicked by GPT3). The legacy GUI is no longer maintained.

YourChatGPT is a versatile AI chatbot solution that harnesses the capabilities of the ChatGPT API. Crafted to simplify your journey, it enables you to create a tailored ChatGPT clone effortlessly.

Interact with your Oh Dear! sites chatting with this bot.

Bot de whatsapp usando a lib da baileys

针对保险话术培训场景设计的陪练机器人/培训机器人的demo

Collection of papers on the related directions of Text Matching tasks