Custom agents

Your personal AI-trip planner to make travel planning simple.

💬 The last chat app you'll ever need.

PolyBotConversation is an experimental web application that allows you to have group chat conversations with humans and multiple LLM-powered chatbots with individualized "personalities."

Chatbot impls in Prolog

A cross-chatting-platform bot framework.一个跨聊天平台的支持多语言开发的跨平台机器人框架。

LLM-powered financial analyst using LoRA-tuned Llama-3 and RAG pipeline to answer complex queries over SEC 10-K filings with contextual accuracy.

Compare a generic GPT-3 based chatbot with ChatGPT

Learntime helps students remember what they've learned using AI-guided active recall and spaced repetition.

This project has now been archived. Please visit https://github.com/theramenrobotdiscocode/lemur-engine for the newest AIML Php Mysql Chatbot.

Nuxt Ollama Chat is an open source and minimal chat UI for Ollama. UI Uses Ollama stream API.

AI customer care infrastructure management for businesses and Indi-Hackers. The AI Chatbot Creator is a web application designed to empower users to create, deploy, and manage AI-powered chatbots seamlessly.

LLM-powered chatbot app to enhance accessibility to knowledge contained within PDFs

🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.

本项目是一个完整的RAG系统教程，涵盖了从基础概念到高级技术的全面内容。通过Jupyter Notebook的形式，逐步讲解如何构建和优化一个高效的检索增强生成系统。本项目使用的所有模型都是本地化部署的，在3090上可以运行。

Code for ICASSP 2024 Paper: RECAP: Retrieval-Augmented Audio Captioning

Livebook to run a Phoenix_LiveView documentation Retrieval-Augmented Generation (RAG) enhanced LLM

This is a fully local AI Assistant that uses Silero VAD, Faster-Whisper, LM Studio, Coqui TTS, MiniLM-L6-v2 and ChromaDB

VideoDB Nodejs SDK

[Discontinued] Knowledge graph for your codebase.

An edge-computing-based smart home AI Agent system, built upon the "EdgeIoT-SmartHomeGateway" project. It enables autonomous orchestration and collaborative control of smart devices through conversational interaction. With AI Agent as the core engine, the system shifts from "command-response" to "intent-orchestration" on the home edge gateway.

In this solution accelerator, we demonstrate how generative AI, retrieval augmented generation (RAG) and multi stage reasoning can be used to better navigate through the complexities of regulatory filings, bringing more transparency for companies to disclose their societal and environmental impacts.

Guide: from fragile multi-agent app to prod ready with orra - code and resources.

Claude Code plugin — structural guardrails for multi-agent software development. RTM-based evidence, cross-model adversarial audit, 7 MCP tools, worktree isolation, HITL retrospective. DOI: 10.5281/zenodo.19108370

Persistent shared memory and handoffs across any combination of AI coding agents — Claude Code, Codex CLI, Cursor, Aider — using nothing but markdown.

Aisanity is a secure, hassle-free tool for running AI agents in isolated environments, protecting your host OS from risks while enabling seamless development workflows. It provides sandboxed containers with automatic AI integration, git worktree support for parallel development, and compatibility with any IDE or terminal tool.

Static analysis scanner for SKILL.md LLM agent skills with deterministic security findings.

CustomGPT.ai Integrations - ready-made social and messaging bots powered by CustomGPT.ai’s enterprise RAG API. Deploy AI assistants on Slack, Discord, WhatsApp, Telegram, Teams, and more in minutes, connected to 100+ data sources.

Hoofy — AI development companion MCP server. Persistent memory, spec-driven development, adaptive change pipeline, Clarity Gate. 32 tools, single Go binary, zero deps.

:basketball::fire::basketball: LINE Bot that implemented FSM model with 9 features.

Make your own AI Assistant and use it for automating any tasks

A GUI made using iced and rust that allows you to talk to an Ollama AI.

ゆき酱是使用 ZeroBot 构建的国际象棋聊天机器人。

A Multi-Agent RAG platform using Vector DBs and AI models to accurately answer AML/CFT compliance queries.

Run Claude Code or Codex with full autonomous permissions inside a Docker container.

Multi-engine security scanner for AI agents, MCP servers & plugins — 13 engines, one report.

Pocket Flow: A minimalist LLM framework. Let Agents build Agents!

Set of Claude Code skills for product development

Agent skill for running Codex or Claude Code as an orchestrator over Symphony workers and Linear issues. Plans waves, dispatches workers, reviews and merges, and optionally pursues a goal across many waves under hard budget caps.

Hat-based multi-agent orchestration loops for pi coding agent

Strava Coach MCP Server 🏆 MISTRAL MCP HACKATHON WINNER 🏆

Awesome Visual Agent

Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

📚 Local paper management + AI-powered reading assistant with RAG, vector search, and multi-session chat.

Drop-in AI persona files for Skippy the Magnificent from the Expeditionary Force series. Make your AI assistant call you a dumdum.

一个面向Android的多模型聊天应用。

Local RAG app with zero-config Docker setup. FastAPI + Streamlit + Qdrant + Ollama. Just run `docker-compose up --build`! 🚀

Non sucking cross-platform extremely fast C++ crawler to convert entire websites into LLM readable data

企業内文書向けの Role-aware RAG Platform。権限フィルタ、Excel 仕様書解析、hybrid search/rerank、FastAPI + React に対応。

Remembra Relay: one agent stops, the next one already knows. Session handoffs built from git facts, for the next coding agent in any MCP tool, on any machine. MCP server + CLI. MIT.

Advanced RAG pipelines for medical (HealthBench, MedCaseReasoning, MetaMedQA, PubMedQA) and financial (FinanceBench, Earnings Calls) QA. LangGraph orchestration + BAML structructed generation, Milvus Hybrid search (Dense + BM25 + RRF), three-layer Metadata Enrichment, Contextual AI instruction-following reranker, and DeepEval evaluation.

Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.

Framework for AI agent teams that build real software on GitHub — governance, roles, and CLI included.

Autonomous smart contract security research agent — finds and proves exploits via LLM-driven recon, hotspot mapping, and Foundry PoC generation.

Real-time voice agents with parallel async background sub-agents — conversations continue naturally while tasks run • Join the builders → https://discord.gg/mqxKaN3UKC

Local-first AI operating layer: control plane, subsystem contracts, and executive War Room for governable multi-agent systems.

🐙 A fully-featured and well-defined generic API client to interact with @Openapi®

Four patterns for agent systems you can constrain, observe, and verify. Each states an invariant that can fail, and ships the test that fails with it.

Kash is a Go CLI that turns your raw documents (PDFs, Markdown, text files) into a self-contained AI agent packaged in a lightweight Docker container.

Agentic Research Orchestration for UX Research and Product Development. Vibe and handcoded by a social and data scientist with background in many research domains and open-source

LLM-maintained personal wiki for Claude Code. Active librarian: ingest, synthesize, cross-link, remind.

知炼 — 将 Markdown 知识库自动转化为知乎回答并发布。支持 Claude Code 和 OpenClaw，全自动闭环：热点搜索 → 知识库匹配 → AI 撰写 → 发布 → 质量审核 → 回存

[EMNLP 2026] 🦀 The first autonomous hackathon agent stop assisting and start competing (🏆 Hackathon Champion Project).

Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.

[ACL 2026] An interactive and comprehensive legal agent benchmark

Local-first multi-agent discussion room for coding-agent workflows

text2sql-skill: A production-ready, secure, and high-performance Text-to-SQL skill engine for enterprise applications. Convert natural language queries into secure SQL queries with comprehensive safety guards and audit capabilities.

Installable Codex/AgentSkills workflow pack for dev, Agent/RAG, API/data, Office artifacts, research diagrams, and authorized security review.

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Tmux sidebar for vibe coding. Manage sessions and monitor agents at a glance

AI agent CLI for spec-driven feature loops with Claude Code and Codex. Scans your stack, generates specs, and runs autonomous implement-test-fix cycles.

Give your AI agents structure, guardrails, and full observability — the Agent control plane built on MCP.

Reddit automation skills for AI agents — uses your real browser and account via a Chrome extension bridge

Private, local-first AI agent for Windows. Runs on your PC, sends no telemetry, and asks before it acts.

This repository contains the code and data of the WebMall benchmark for evaluating the capability of Web agents to find and compare product offers from multiple e-shops.

[CVPR2026] InterAgent: Physics-based Multi-agent Command Execution via Diffusion on Interaction Graphs

dbx-unifiedchat is a custom agent stack with an app interface for NL2SQL cross-domain chat on Databricks as a Databricks Solution.

🤖🧠 Agentic development workflow for AI–HI (Human Intelligence) collaboration

Japanese meeting transcription & minutes generation app with local ASR (Kotoba Whisper) + LLM (Ollama) + RAG. Privacy-focused, runs offline on CPU.

Odoo MCP Server - Model Context Protocol server for Odoo ERP integration. Supports Odoo 14-19+ with JSON-RPC and REST API.

Local AI agent on your home machine, accessible from your phone via P2P WebRTC. Ollama + RAG + Skills + cron - no cloud, no subscription, your data stays on your hardware.

A gated, artifact-based operating system for AI film and narrative production with continuity control, cost governance, and model-agnostic routing.

This is a workshop material to build multi-agent orchestration patterns using Microsoft Agent Framework, Microsoft Foundry and Aspire. 👉 https://aka.ms/agentframework/workshop/multiagent

Your AI Media Buyer. Actually Knows You. Learns your voice. Runs your campaigns. Never clocks out.

A Model Context Protocol (MCP) server that provides programmatic access to Basecoat CSS components and their usage documentation. This server allows AI assistants to help developers build HTML interfaces using the Basecoat CSS framework.

Transform academic PDFs into a Knowledge Graph with typed claims, temporal analysis, bibliometric tools, and grounded LLM synthesis that cites only your corpus.

Open-source Gmail MCP server. Multi-account, read, write, archive, label, auto-unsubscribe. Works with Claude, OpenClaw, Cursor, Windsurf, Cline, and any MCP-compatible AI agent or assistant.

Heterogeneous AI agents (Claude Code + Codex + Agy + Kimi) collaborating in Telegram groups over A2A-TG — a generation-counted envelope protocol. Self-hosted.

A curated list of awesome OSS, programmable APIs, and autonomous AI agents for developers in finance. Discover resources for quantitative analysis (Quant), algorithmic trading bots, Fintech platforms, LLMs, and portfolio management.

Multimodal prompt generator nodes for ComfyUI, designed to generate prompts for QwenImageEdit and Wan2.2. Supports local LLM / local GGUF models (Qwen2.5-VL, Qwen3-VL, Qwen3.5, Qwen3.6 and Qwen3.8) and Qwen API for image and video prompt generation and enhancement.

Unified AI agent harness framework for Codex, Claude, Cursor and Copilot by wild

Interactive deep-dive into Gemini CLI internals — 150+ illustrated pages, 50+ step-by-step animations, Mermaid diagrams, and source-level walkthroughs. Built with React 19 + TypeScript + Tailwind CSS 4.

Keyboard-first AI browser for macOS — WebKit + Rust, built-in AI sidebar, isolated workspaces, and an MCP server that lets your agents drive the web.

Jigen DB is vector database written from scratch in c#

Give Your AI a Body — Desktop companion powered by OpenClaw. VRM 3D character lives on your desktop.

Multi-Agent Comic Generator powered by Google Gemini API & FastAPI on Google Cloud Run (Consistent Characters & 7 Languages) — by Robina Mirbahar

Typed Kotlin DSL framework for AI agent systems.

Prompt and agent presets for stronger multi-agent workflows in Kilocode

Help that knows when to stop.

Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.