Custom agents

Built by Dig: A local-first content crawler for AI agents. Retrieve web pages, posts, images, and videos from public and user-authorized signed-in sources via Agent Skills, MCP, and CLI.

Opperator is a framework for building and running general AI agents locally from your terminal

Local LLM ReAct Agent with Guidance

A guide to using AutoGPT for code generation and prompt engineering.

An AI powered geospatial application that allows you to explore and visualize Earth science data using natural language.

Build Research and Rag agents with Granite on your laptop

[NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"

Official Code for "SingularTrajectory: Universal Trajectory Predictor using Diffusion Model (CVPR 2024)"

Botpress OSS – v12

Comprehensive analysis and documentation of Claude Code’s internal prompt architecture and multi-agent reasoning system.

🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎

PDFStract - Extract, Chunking and Embedding Layer in Your RAG Pipeline - Available as CLI - WEBUI - API

Contains random samples referenced in the paper "Sleeper Agents: Training Robustly Deceptive LLMs that Persist Through Safety Training".

🎭 TTS for Claude Code

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

Autonomous AI agent team for one-man companies. Context engineering + harness engineering drive a pipeline that brainstorms, builds, reviews, and ships.

An open standard for capturing the WHY in git history

AI-powered Garmin training insights & coaching

The Universal Governance, Risk, Compliance (GRC) Operating System with Integrated Security for Agentic AI, Non-Human Identities, and Swarm Governance. AI SAFE² + AI Sovereignty Maturity Model (AISM), NEXUS-A2A Protocol, FORGE-Act (e.g. Marshal Plan for AI) [Dual License: MIT + CC-BY-SA]

Automate the Boring Stuff with  Apple Shortcuts

一个基于多智能体协作的 AI 助手，支持命令行和Web界面，提供团队模式、自定义会议模式和多智能体讨论模式（圆桌会议模式）三种工作方式，通过多个专业智能体协同工作来完成复杂的编程和系统任务。

The local-first intelligence layer that gives AI agents durable continuity, explainable retrieval, portable context, and verified learning across harnesses.

For Claude.

Figma plugin that extracts local style guidelines and generates DESIGN.md and SKILL.md files for AI tools such as Claude Code, Codex, Cursor, and other AI tools

An AI red-team agent for authorized labs and web app pentesting workflows. Turns Claude Code / OpenCode / Codex into a structured recon → test → exploit → report workflow, with containerized tools and resumable state.

Open-source AI customer support chatbot with human handoff — omnichannel inbox (web, WhatsApp, Instagram, Messenger, Slack, email), AI lead capture, AI-generated help center, MCP tools and bring-your-own LLM. Self-hosted alternative to Intercom, Zendesk & Chatbase. Apache-2.0.

基于 LangGraph 和 FastAPI 的电商 AI Agent 框架。从 RAG 知识库到复杂的退货业务流的智能客服系统。

Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker command.

Auditable, local-first memory for AI agents in one SQLite file. MCP server for Claude Code, Cursor and Codex. npm: mnemosy-ai

AI-powered video production pipeline for Claude Code, Github Copilot, Codex, Cursor, OpenCode and PI — 6 automated phases from design thinking to final render

The model is the engine; the harness is the car. Curated knowledge on harness engineering — context management, tool design, agent loops, memory, sandboxing, evals. EN/中文

🎬 剧工 (Fablr) — 开源桌面级 AI 影视/短剧解说创作工坊 (Tauri 2 + Rust + React 18)。素材拆条 + 多 Agent 剧本研磨 + 剪映草稿导出 + 5 级消重合规矩阵分发，100% 本地优先处理。

Multi-model council for DeepSeek Harness: independent answers, anonymous peer reviews, and an inspectable final decision.

AI agent builder with a VM at its heart. Every agent gets its own microVM sandbox to install software, run code and use the GPU in. Python, Node.js and Rust.

Forward videos from IM to transcript, Markdown, and your knowledge base — with raw and skill-updated outputs.

A visual sidebar for Claude Code and Codex: agent trees, live status, and conversation task flows.

DeepSeek Harness 的桌面自动化：给整台 Windows 机器装上眼睛和手。可以做人能做的任何事，包括且不仅限于CAD，WPS，浏览器操作，发微信。安全，快速，可靠，聪明，人性化。

Context-aware knowledge-graph based chatbot using GPT4 and Neo4j

The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation

Improve your questions! The AI for Inquiry - QuestionImprover Agent is an LLM-driven “tool for thought” designed to enhance the depth and quality of user-posed questions by engaging expert personas in a novel graph-based reasoning rhythm to foster a cycle of iterative inquiry improvement.

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

The fastest Trust Layer for AI Agents

Compile humans into AI agents — a Claude Code plugin that conducts deep behavioral interviews and generates installable agent plugins

My AI Agent 是一个基于 Spring Boot 和 Spring AI 框架构建的智能代理服务，集成了现代大模型能力，提供对话记忆、多模态交互等功能。本项目通过整合阿里云灵积大模型服务，实现了RAG、MCP的等主流功能

Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of configs and plugins for your Claude Code agentic development workflows: mcp, configs, skills, agents and more.

LLM <-> Python agentic runtime prototype

Local AI novel generator for Gemini and Ollama. Write coherent novels chapter by chapter with causal planning, persistent story memory, scene handoffs, and continuity checks.

flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts

Build an AI agent harness in Rust, from a minimal loop to tools, subagents, memory, teams, worktrees, MCP, and typed tool routing.

RouterArena: An open framework for evaluating LLM routers with standardized datasets, metrics, an automated framework, and a live leaderboard.

Run AI Agent CLIs in your browser

"创业宁可 10 分钟验证、不愿 6 个月后悔"，Reddit 生意调研Agent:收集和分析数据来解析市场需求、用户痛点及竞争格局.- 📊 **Reddit 数据抓取**: 自动抓取相关帖子和评论数据（使用用户输入作为搜索关键词） - 🤖 **AI 内容分析**: 使用 LLM 分析用户痛点和市场需求 - 📄 **自动化报告生成**: 生成专业的市场验证报告

Use HuggingMes to Run Harmess agent for free on HuggingFace Space

Remotion 最佳实践技能库 - 使用 React 创建视频的完整指南

CrawlAI RAG is an AI-powered website intelligence platform that allows users to crawl entire websites, index their content, and ask natural-language questions using Retrieval-Augmented Generation (RAG). It transforms static websites into queryable knowledge bases.

Open source previs software in the browser: block a scene, pose characters, author camera moves and cuts, then take the same shots to an AI video model.

The best minimalist multi-agent coding harness.

Fix and diagnose DeepSeek Harness on native Windows. Official PowerShell, Workspace Write, shortcuts, and legacy preset repair. No WSL.

Credential-scoped AI usage, context, and cache in Herdr for Claude, Codex, Grok, Agy, OpenCode, Pi, omp, Devin, Muse, and Cursor.

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys.

像coding agent一样自动投递boss直聘

Multi-engine and Agentic AI SQL query router in Rust for all data platforms and lakehouses—with routing, queuing, guardrails, tracking, sqlglot dialect translation and more.

This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data.

[EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Repo for "MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability"

[EMNLP2025]Official implementation: Agent-style vision question answer in Autonomous Driving!

Claude Code style AI agent from scratch using Python

Turns AI agents from chaotic code generators into disciplined engineers. 12-stage workflow from research to production.

The shadcn for agent UI. A framework-agnostic design language for dense, AMOLED-black, multi-surface interfaces

Orchestrate fleets of Claude Code & Claude Computer Use agents across containers, VMs, and physical devices. Live desktop streaming, intelligent task delegation, and multi-channel human-in-the-loop gateway. Schedule tasks with self-healing and self-learning.

A CLI/TUI app that orchestrates multi-agent conversations by enabling different AI CLI tools (Claude Code, Gemini, Qwen, etc.) to communicate in shared rooms.

MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.

AI skill for coding agents that creates production-ready, browser-based presentation slide decks using React + Vite + Framer Motion

C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP, WebSocket, TCP transports. Bindings for Python, TypeScript, Go, Rust, Java, C#.

一套经过生产验证的 OpenClaw + Claude Code 实战知识库：涵盖生产部署、IM 接入、模型配置、安全加固，以及一系列可落地的 AI Agent 业务流项目（小红书发布 / 财务票据 / 智能早报 / CRM / 量化投研 / 密钥巡检自愈）。

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, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps

Local-first Rust TUI/CLI for auditing AI coding-agent sessions: cost, tokens, latency, failures, and health｜本地运行的 Rust TUI/CLI，审计 AI 编程 Agent 会话的成本、Token、延迟、失败与健康度

AI website cloner for rebuilding live websites with AI coding agents

Webextension tool for Odoo

A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.

A multi-agent collaboration framework that lets AI agents work together, operate your computer, and browse the web.

面向 AI 编程智能体的任务包工作流工具，用可验证的范围、证据和 Git 门禁管理长期改动。(Task-package workflow for AI coding agents with verifiable scope, evidence, and Git gates.)

Start, stop, and duplicate dev projects with one click. The best workspace for running Claude Code, Codex, and other AI agents alongside your services.

Open Weight, tool-calling LLMs

一个可以帮你订阅、查询快递物流、跟你闲聊Telegram机器人

framework to build chatbot which could handle complex multi-turn conversation by engineering, like build website or app

[NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

motionsites.ai

Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.

Using Langroid's Multi-Agent Framework to Build LLM Apps

Elkar - Task management for AI Agents, ready for Agent2Agent (A2A) protocol

[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2

Evidence-first coding agent for GitHub Copilot CLI

Agent-native TypeScript framework for building MCP servers.

From isolated agents to shared work

Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

A curated list of awesome top best AI Agents

Claude Code subagent for pastry recipe lookup and Baker's Percentage calculation

A curated list of tools, papers, and datasets for applying AI to cybersecurity tasks. This list primarily focuses on modern AI technologies like Large Language Models (LLMs), Agents, and Multi-Modal systems and their applications in security operations.