Custom agents

Product-strategy workflow you run with an AI agent — idea → analysis → strategy → sprint plan, with living hypothesis/risk/metric registers. Nothing invented; every claim sourced.

Open-source control plane for multi-model coding: role-based routing, durable task state, and inspectable run receipts.

Independent AI coding agent (Rust TUI). Multi-model, swarm/subagents, agent-tree UX, terminal-native workflow.

Cognitive runtime layer for AI engineering. Adds planning, memory hierarchy, and deterministic execution on top of any language model.

Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGPT/Codex, Copilot, any harness; ntfy relay transport, no ports, no server

Pre-domain framework for transition dynamics and structural enforcement

A citation-integrity-first academic writing system for Claude Code and Obsidian — six roles, a verbatim-to-source quote pipeline, and the governance that keeps it honest.

Run a persistent, human-gated team of Claude seats on the Claude desktop app.

A secure, multi-service orchestration platform for Gmail, Google Calendar, and Google Drive, using pgvector and embeddings for semantic and FTS for keyword search in a hybrid search model.

The opinionated framework for building enterprise agent operating systems. Deterministic execution runtime, tool gating & security controls, knowledge building & retrieval, secure code execution, observability, and efficient context engineering all in one

This repository is based on a study that if the critic overcome the generators failures or they inherit them.

A free virtual midi keyboard controller for agentic IDEs. Inspired by the Codex Micro and Work Louder physical device. Usable with Codex, Claude Code, BuilderStudio and many others.

📟 Autonomous SRE. Watches your servers whilst you sleep.

🎹 Reason Studios 2026 - full music production software unlocked with 75+ instruments and effects, Reason Rack Plugin (VST3/AU/AAX), Reason+ content, 30,000+ patches, and all pro features activated.

Open, evidence-led executive guide to trustworthy agentic AI in customs and trade.

Comprehensive agentic AI applications for various industries using AWS Bedrock AgentCore with Enterprise Platform Services - Finance, Insurance, Retail, Healthcare, Manufacturing, and Real Estate

Runtime security enforcement for autonomous AI agents.

Agentic Marketplace that really trades.

A platform for running sandboxed containers

Build desktop apps with Bun

A fleet that runs agents

Agentic AI workflow for Supply Chain Analysis using GitHub Actions

The agent-native video editor for music & shortform: voice conversion, lyric & karaoke videos, auto-subtitles, and a full FX stack. AI drives the real timeline over MCP. Linux-native C++/ImGui, zero dependencies.

Saarthi AI is a proactive commute-planning agent

End-to-end engineering harness for Claude Code — go from planning to building to reviewing in one workflow. 8 agents with multiple modes. In-built GUI to visualise your PRDs and todos. Ship with AI confidently. MIT.

an MCP server that interacts with SAP via the Desktop and/or Web GUI

Smart Machines is a full-stack demo showcasing agentic AI for industrial equipment monitoring — multi-agent orchestration, real-time IoT telemetry, computer vision, and human-in-the-loop workflows on AWS.

Where agents co-create, humans are welcome too.

Context-aware AI desktop assistant for macOS

A voice assistant that sees your screen — hold a key, ask, and it answers out loud on the ChatGPT plan you already pay for. Local speech-to-text + neural TTS, on-screen agent, private local memory. Open source, macOS.

A lightweight, mobile-first Vue 3 chat UI component library built with Vant 4. Features 20+ customizable components including message bubbles, typing indicators, emoji picker, and rich text editor. Perfect for building AI chatbots, LLM interfaces, instant messaging apps, and customer service chat systems. Supports auto-scroll, typewriter effects.

Pyrogram based Id ChatBot

🤖 A web UI for large language models.

RAG chatbot that answers questions from any PDF or TXT document using semantic search (sentence-transformers) and Flan-T5. Runs locally or as a live Docker deployment on Hugging Face Spaces — no API key needed.

LLM 驱动的一体化图片对话插件。自动生成多维度图像标签，并通过多模态语义分析，实现智能斗图、主动表情、表情包分享等多种功能，支持 4 种导入图库方法。

Minimalist, self-hosted AI hub for companies — RAG chatbot, MCP agents and everyday AI tools on your own Ollama instance. One command, one SQLite file, fully offline.

An AI-powered chatbot system using RAG (Retrieval-Augmented Generation) to help PokeMMO players. Built with a custom data processing pipeline that prioritizes control, performance, and Vietnamese language support.

🤖 Tajan – An intelligent bilingual (Persian/English) intent recognition chatbot powered by BiLSTM deep learning. Features: offline Persian/English lemmatizer, smart data augmentation (1.8x), GUI interface, and 419 intent classes with ~66% accuracy. Fully customizable, open-source, and runs without internet. Built with TensorFlow, Hazm, and NLTK.

Source code for "How to Build a RAG Chatbot with Node.js, Google Gemini, and pgvector"

OpenClaw 国内版桌面客户端 - 基于 Tauri + React 的 AI 助手应用

A flask extension to build and deploy chatbots to multiple channels

VisuallyJs releases and issue tracking

A roleplaying frontend for use with LLMs.

DocBuddy.ai 🩺 Your Personalized 🪄 Doctor Buddy 👨🏻‍⚕️

A modern, fully-async framework for Bale (بله) bots — inspired by aiogram.

在 AstrBot 中统一管理 Palworld 单服/多服，让群友通过状态、日报、事件与排行参与服内日常；提供可视化设置、分组/逐命令权限，以及默认关闭、仅管理员可用的服务器管控。基于官方 REST API。

🌌 关系宇宙 — AI 陪伴宇宙：恋人·朋友·家人·宠物·导师·数字怀念

Lightweight Python client for DuckDuckGo's AI Chat API (unofficial duck.ai). Supports GPT-4o, Claude, LLaMA, Mixtral & more. Fast, minimal, production-ready.

🎓 AI-Powered Timetable Generation System for Educational Institutions | Genetic Algorithms | React + Node.js + MongoDB | Real-time Analytics | Gemini AI Chatbot

🧠 Happy2Help is your mental health chatbot

A REST-JSON-oriented multi-context chatterbot

Automate QQ Farm with multi-account support, real-time logs, and a web panel for easy management using Node.js and modern web tools.

Go socialize. Discord bot written in Java. Promotes communication between strangers from different servers.

Privacy-first AI novel writing IDE. Full workflow: outline→draft→review→finalize. Local RAG + multi-model routing. Trilingual UI (zh/en/ru) + multilingual prompts. GPL-3.0 open source.

Long-term memory for AI agents that stays correct — zero-dependency Python + MCP server for Claude Code. When a fact is corrected, the old value stops coming back.

AI原生的长篇小说阅读器，解决读长篇小说人类上下文不够的痛点。支持知识图谱，支持RAG，支持安卓移动端，支持tts引擎朗读和合成多角色对话语音效果。AI novel reader with EPUB import, RAG search, knowledge graph extraction, and an Android companion app.

Python implementations, C++ structures, and CUDA GPU kernels that demonstrate the core algorithms, memory allocators, quantization schemes, disaggregation transports, and latency profilers used in modern LLM serving engines like vLLM, SGLang, TensorRT-LLM, llama.cpp, NVIDIA Dynamo, and LMCache.

RAG (Retrieval-Augmented Generation) backend for organisational Terraform module knowledge.

Singapore job search and resume workflow with 76K+ live postings, RAG matching, ATS scoring, and validation-gated AI tailoring.

Convert .eml email exports to Markdown with YAML front matter

Run powerful AI models entirely on your Android device. 100% offline, private, no API keys. Built with Kotlin, Jetpack Compose, Material 3, and llama.cpp. Download GGUF models from Hugging Face. On-device LLM inference for Android.

The ultimate privacy-first, multimodal data extraction and Local RAG workspace. Transform PDFs, Images, Audio, YouTube, and dynamic Web pages into AI-ready Markdown with 100% local vector storage.

Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdown vault by meaning, not keyword.

Production-ready multimodal RAG pipeline for PDFs. Extracts text, tables, and images down to the atomic element level via unstructured, chunks and AI-enriches them with a vision LLM, stores them in ChromaDB, and answers queries with full multimodal context

Bob's Big Brain Compiler — reads your files, notes, and web clips and turns them into organized, searchable knowledge with citations back to the source. One of Bob's Big Brain's two engines — the one that reads and organizes (npm: intentional-cognition-os).

AI agent primitives on Upstash Redis: memory, RAG, search, chat history, caching, and rate limiting. With Vercel AI SDK and Eve

本地法律知识库建设一体化工厂 — 从 PDF/DOCX/图片到可对外服务的业务咨询智能体，一个包搞定

Automated Medical Content Generation using n8n, LLM prompts, and SEO workflows.

Open-source homelab SIEM — your whole lab mapped, logged, and watched. Proxmox + OPNsense + Elastic sync, Suricata threat intel, and security scoring in one self-hosted dashboard.

MetaRAG is an open-source engine that takes the guesswork out of RAG pipeline design. Instead of manually tuning chunking strategies, retrieval backends, and rerankers, MetaRAG benchmarks them against your own queries and routes each one to whichever configuration actually performs best on your data.

Marrow: self-hosted semantic + lexical search over your AI coding sessions and notes. Every answer cites its source; your corpus never leaves your infrastructure.

Local-first Plaud recording pipeline and personal knowledge timeline with Python, SQLite, Qdrant, RAG, 3D graphs, MCP tools, and a SwiftUI companion.

Trợ lý AI tiếng Việt chạy hoàn toàn offline trên máy cá nhân — giọng nói, bộ nhớ dài hạn, RAG an ninh mạng có trích nguồn, giao diện orb kiểu Jarvis. Tự fine-tune QLoRA trên Qwen3-4B, không phụ thuộc API bên ngoài.

An LLM builds and maintains your personal wiki. Vectorless, cited, git-native markdown — five slash commands, no SaaS.

C++ AI Agent like langgraph. 支持嵌入普通 app 中辅助实现ai功能

Local-first content research pipeline and Creator Intelligence System

CI-friendly RAG evaluation: retrieval metrics, LLM-as-judge faithfulness, and a regression gate that fails your build when quality drops

Minimalist, deterministic, lightweight, fast, and portable verification of AI-generated text: measure groundedness in a source as verbatim reuse (contiguous matching) or verbatim paraphrasing (LCS). Use as a decorator over generate(), a CLI or a CI gate. Useful for research and production purposes.

AI-powered educational assessment generation platform for instructors, trainers, and enterprise knowledge management systems.

agent-skills for chonkie's ecosystem

AI-powered interview platform with RAG-based context awareness, real-time voice interviews, resume analysis, AI job recommendations, email OTP & Google authentication, and an admin dashboard. Built with the MERN stack, Groq (Llama 3.3), and vector search for grounded AI interactions.

QAFD-RAG is a graph-based retrieval-augmented generation framework that uses query-aware flow diffusion to retrieve contextually relevant subgraphs from a knowledge graph with statistical retrieval guarantees.

A lightweight, lightning-fast in-process vector database that fits in your pocket. Rust core, hybrid search, zero dependencies. Memory in the loop for agents.

DeskRoute is AI receptionist for appointment-based local businesses - real phone calls via LiveKit, Google Calendar bookings by voice, and an admin dashboard for escalations and call history.

HackerRank Orchestrate hackathon AI agents: a multi-modal damage-claim verifier (3rd of 1,773) and a support-triage RAG agent (60th of 1,349). The model describes; plain code decides

Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.

NotebookLab | Your thinking partner, on your machine. Import your documents. Ask questions. Get answers with sources. Write connected notes, search everything, and let a local AI help you think. Nothing leaves your computer.

Hard rules for coding agents that hold

OneSource: A lightweight Rust CLI tool to pack project source code for LLM context (ChatGPT/Claude). Design to be simple and lightweight.

Blueprint commits your AI product's architecture to paper. Audit tears it apart before you build. Two skills, one council.

Elevate MCP servers into authenticated HTTP endpoints. Self-hosted, in one container.

Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

A free, open-source, 30-day beginner roadmap that teaches non-technical people how to confidently use AI in their daily lives — for work, learning, creativity, and productivity. Available in Bengali (বাংলা) and English.

Agent Skill for modern Chinese pingshu scripts and TTS performance plans

Reasonix 配置迁移升级助手 — 将旧版 0.53 对话记录/MCP/记忆/Skill 完整迁移到新版 1.X。Migrate legacy Reasonix 0.53 data to latest 1.X.

On-device LLM chat — run open models (Gemma, Phi, Llama) fully offline with document Q&A (RAG) and a tool-calling agent. Built with Flutter + llama.cpp. Private by design: no cloud, no telemetry.

Client-side runtime for AI agents on the web.

Link to insight - AI distillation from any URL

Many models. One workbench. Your machine. Run Claude, Codex, DeepSeek, GLM and more — side by side, or as a team. The open-source desktop workbench that turns many LLMs into one workforce you control.

IRCv3 platform adapter for Hermes Agent (SASL, observe-mode, runtime channel agency, chathistory persistence)