Custom agents

🦛 Chonkie's recipes for Agents, Context Engineering, and more! 🧑‍🍳 Chonkie knows how to cook (and it cooks well!)

RAG code sorting search, RAG knowledge organization

MCP server for intelligent code search: semantic (RAG), symbolic (tree-sitter), and regex (ripgrep) search modes. Built for Claude Code and AI coding assistants.

Pangea Multipass is the authorization checker for systems like Google Workspace, Jira, and more.

A sophisticated trading system leveraging local LLM deployment through Ollama, distributed computing with Apache Spark, and vector-based episodic memory using ChromaDB to make intelligent trading decisions.

A Streamlit + Firebase app that uses Gemini function calling to automate pharmacitical tasks for both Admin + Customers.

AI assistant for written inquiries of the Berlin House Of Representatives (AGH)

Enterprise-grade RAG systems with monitoring, scalability, and production features

Google Gemini live voice to text realtime stream in the browser

A native Plugin bringing us out of September 2001, accessing anything you can via a web browser today!

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))

🏃 OpenClaw skill that syncs your Garmin Connect health data (sleep, HR, stress, activities, HRV, SpO2) into markdown files. Daily health summaries for your AI agent.

Three packages: @kernel.chat/agent-os (POSIX for AI agents — capabilities, namespaces, quotas, taint, audit, vault, outcomes), @kernel.chat/kbot (terminal AI agent, MCP-native, BYOK), @kernel.chat/kbot-finance (audit-grade AI for regulated industries). Provenance-engineering substrate.

Agent execution layer for biology workflows: batch gene scanning, tumor cohort briefing, target discovery — with structured outputs, resume, and pipeline-ready artifacts

The World's #1 Memory Architecture for AI • Memory that thinks, learns, and dreams • Synthetic cognition infrastructure for Agentic Ai.

⚠️ ARCHIVED - All development moved to https://github.com/itbench-hub/ITBench/tree/main/scenarios

Kagenti Agent Development Kit

Git worktree lifecycle manager — ticket to PR in one command. Jira, GitHub Issues & GitLab integration. Parallel AI agent workflows, CI monitoring, stacked PRs, conflict detection.

P2PCLAW Research White Paper Series II — 16x16 chess-grid autonomous research agent with evolutionary memory and self-improving capabilities.

An autonomous content marketing team. Talk to your agents on Telegram. Always on. Auto-improving.

Evaluate LLM agentic capabilities through combat games

Persistent context for any AI agent with rules that hold themselves.

Stop feeding your RAG garbage. A zero-framework, 6-layer deterministic knowledge refinery for AI agents. Score, route, search — pure Python.

26 skills, 7 agents, and PM frameworks for Claude Code. Your sparring partner, not your assistant.

scAgent: No-code single-cell analysis for every biologist

🧙 sukgo (숙고) — 결정의 기술 CLI. Claude Pro·ChatGPT Plus·Gemini를 한 자리에 모아 비교·종합·원탁토론으로 더 깊이 사고하게 도와주는 한국어 의사결정 도구.

Asynchronous Software Development

Agentic Retrieval-Augmented Generation (RAG) architecture that Analysis the US Stock Market and assists the user on investment decisions. The app runs locally

Orchestration and memory for multi-agent systems

AI agent code examples

Make it So, agentic AI shell system.

autocodex orchestrates a structured loop: ideate → plan → implement → review → test

Open Source Tool To Preemptively Test Ad Creatives Against Synthetic Target Audiences

Agentic research control plane: queue state, worker preflight, wake-gated execution, evidence sync, dashboard, alerts, and AI-generated paper packaging.

An agentic AI dashboard app that uses AWS Strands SDK. KubeArmor based least-permissive security is showcased.

📓 A web app/PWA for managing and sharing your personal knowledge, daily notes, and reusable prompts, using GitHub Gists + AI

This app allows you to chat with ChatGPT using a reverse-engineered API library called revChatGPT. Replies from ChatGPT are streamed back to the user in real-time, which gives the user an experience similar to how ChatGPT streams back its answers.

AI 原生个人财务工作台：SQL 账号与多设备数据、记账预算、负债还款、基金行情分析，以及 JSON/WebDAV/OSS/S3 备份。

llmon-py is a multimodal webui for Llama 3-8B.

OpenChronicle is an open-source, self-hosted interaction engine for LLMs that makes conversations durable. It adds persistent memory, deterministic tasking, and auditable decision trails so work doesn’t reset each session. Provider-agnostic by design, it supports multiple interfaces (CLI, Discord, MCP) with explicit, privacy-aware routing.

It is a voice bot based on LLM.

💬 The last chat app you'll ever need.

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

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

集实用工具和娱乐玩法于一体的多功能的开源聊天机器人

🔒 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.

Pdf utilities for text extraction in digital and convert scanned pdf into canvas.

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

Miscellaneous codes and writings for MLOps

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

Self-contained agent backend with tools, RAG, and durable runs. One binary, no external services.

Knowledge graph for your codebase.

Native macOS companion for Claude Code. Per-project ASCII familiars, nim token economy, cross-session watcher. Tauri v2 + Rust, 4MB binary.

Autonomous AI social agent for Moltbook — NLP-driven karma optimization from 100k+ comment analysis, multi-candidate LLM scoring, real-time admin dashboard, chaos mode (emoji/hex/binary transforms), and Docker/K8s deployment. Powered by Ollama + qwen2.5.

🚀 Transform Antigravity into standard Claude and Gemini APIs, enabling seamless tool use, structured outputs, and workaround support for MCP issues.

User-friendly agentic Linux distribution based on Arch Linux.

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.

The left hemisphere. Frameworks, logic, and certainty architecture. Home of FSVE, AION, LAV, ASL, GENESIS, TOPOS, and 60+ epistemically validated frameworks built to make AI systems reliable, not just capable.

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

Guidance on deploying a generative AI document analysis with Amazon Bedrock AgentCore. Auto-classifies, enhances, and aggregates multi-type documents using Gestalt-informed vision prompts. Custom analyzer creation wizard. Scripted CDK deployment. Gradio frontend included.

A self-hosted omni-modal agentic retrieval platform that understands, searches, and explores documents, images, audio, and video through semantic routing, hybrid retrieval, adaptive agents, and traceable citations.

Bring free CodeRabbit AI code reviews into Neovim via the CLI

The Audited Context Generation (ACG) Protocol prevents AI hallucinations with a dual-layer system. The UGVP layer links every fact to a precise source for verification. The RSVP layer audits the AI's logical reasoning when combining facts. This creates a fully transparent, machine-auditable trail for both source and logical integrity.

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.

Code and Data for PeerQA: A Scientific Question Answering Dataset from Peer Reviews, NAACL 2025 https://aclanthology.org/2025.naacl-long.22/

Embeddable vector database for Rust and Python. HNSW indexing, metadata filtering, hybrid search, and snapshots. The SQLite of vector search.

Reusable Codex/Claude skills, including md-to-xhs-cards for Markdown to Xiaohongshu (RedNote) image cards and direct XHS publishing

Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing

A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSeek, or any model via OpenRouter, then fold results back.

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

Open-source autonomous trading platform with multi-agent architecture, intelligent data aggregation, and risk management.

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

Awesome Visual Agent

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

Chessmata: chess game for humans and AI agents

A web-based map marking and itinerary planning tool with AI assistance.

Unified Web AI Chat UI & MCP Client

This is the Ofiicial repository for paper: GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning

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。

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.

Lossless Context Management for Pi. DAG-based summarization with full history recovery.

An AI agent framework built on a cat's biological blueprint. Define your organs, wire their nerves, and the cat comes alive.

Interested in running a conspiracy of agents (technical term) on your Local AI Infra? Who isn't!

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

Joanium Personas

Auto-sync Git worktrees with remote branches. Includes an MCP server so Claude Code, Cursor & other AI agents can inspect and manage worktrees.

AI-powered video content analysis, viral clip identification, and subtitle generation platform.

Agent skills for AI-assisted Unity debugging — structured logging, runtime commands, variable watching, and more

Industrial AI Agents using LLMs

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

Self-hosted Telegram bot — remote control your Windows PC with Gemini AI, OCR automation, live desktop streaming & scheduling.

Self-hosted multi-agent AI platform — isolated Docker containers, governance & compliance, DSGVO-ready. Built for teams.