Custom agents

Open DeepResearch is an application for assisting in research by conducting comprehensive research on any topic.

Dify DSL collection收集Dify工作流文件DSL，这里很多文件并不是本人原创，而是收集而来，感谢原作者。目前我是初学github，后面会加入大量原创内容

Production blueprint for building SaaS with Claude: prompts, theme system templates, and the workflow that prevents looping. Distilled from a 3-month real-world build.

FBbot - Facebook Messenger bot framework for Humans, for Go

A scalable, customisable yet simple chatbot built entirely from scratch in C++. The chatbot's domain of expertise can be completely chosen by you. Now, with plugins!

A voice-to-voice conversation with ChatGPT. Support for talking through a NAO robot

Generative chatbot using seq2seq

Minette is a minimal and extensible chatbot framework.

Football chat bot build with NestJS framework

Template for building a chatbot using TypeScript and Next.js, powered by the Hugging Face API

CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

基于语义理解、知识图谱的聊天机器人

Sample chatbot with rasa stack

A repo listing known open source voice tools, ordered by where they sit in the voice stack

Data-Driven Cycling using Strava data and GPX data analysis. Digital Personal Trainer using old cycling workout data to predict new workouts

Threema messaging from Go

用于企业微信自建应用的机器人代码库，实现消息回复、消息推送等功能。

🤖 An artificial intelligence chatbot able to learn. Made with html, css, javascript and firebase. 🤖

Natural Language Querying using RAG LLMs with Excel Sheets as the context

SOC Analyst Level 1 Replacement using RAG LLM

A python module library that simplifies RAG through abstraction

Using KAG and RAG Approaches to Enhance an AI-Powered Cryptocurrency Trading Agent

Query Only Linear Adapter Training for Fine Tuned Embedding Model Query Representation

[ACL'25 Main] SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence! | 让你的LLM更好地利用上下文文档：一个基于注意力的简单方案

An app that shows you how to build a conversation search experience, using Typesense's built-in RAG pipeline

Spinup your own LLM powered chat agents for solana actions

Demo implementation for 《Large Language Model Enhanced Multi-Agent Systems for 6G Communications》

LLM Agent framework with Stateful Tools.

Multi-Agent LLM System that automates news gathering and blog post writing.

Code for our paper: "Exploring Design of Multi-Agent LLM Dialogues for Research Ideation", SIGDIAL2025

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

LLM retrieval augmented generation agent for the Monarch Knowledge graph.

LLM powered AI multi agent platform that coordinate global to individual health through scaling each layer of healthcare

Deep SRE Agent is a cutting-edge intelligent SRE (Site Reliability Engineering) experimental platform designed to explore the application of LLMs (Large Language Models) in the field of SRE.

This repository serves as an example showcasing a structured approach for collaborating with AI agents (like GitHub Copilot Chat or similar LLM-based assistants) during software development.

一个面向企业场景的 AIOps 智能体系统，基于大模型（LLM）构建，融合 RAG（Milvus）与 MCP 工具调用，实现知识问答、信息检索与智能运维能力

Modular framework for autonomous AI agents that interact with blockchain protocols, execute transactions, and coordinate multi-agent workflows. Supports EVM (Base, Ethereum L2s) and Solana.

Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles

🤖 An autonomous AI agent system that collaboratively designs, implements, and manages Apache Airflow DAGs through natural language interaction.

Decision Transformer for offline single-agent autonomous highway driving

A production-ready starter kit for building AI agents and multi-agent swarms on NEAR.

Heuristic Search vs. Learning. "Distributed Heuristic Multi-Agent Path Finding with Communication" reproduced, trained & benchmarked with M*

[IROS2021] Human-Inspired Multi-Agent Navigation using Knowledge Distillation

Multi Agent Ecology Modelling

Multi-agent AI Teaching Assistant Learns from Limited Data

Texas Poker Multi-Agent Game/多智能体德州扑克游戏

CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team

Multi-agent deep research for Claude Code — 7-phase pipeline with source triangulation and quality ratings

Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observability. Build enterprise AI agents fast.

An inverse game solver for inferring objectives from noise-corrupted partial state observations of non-cooperative multi-agent interactions.

This repository represents an implementation of suggested distributed control algorithm for formation control of multi-agent system with distrubance compensation.

MATEval is the first multi-agent framework simulating human collaborative discussion for open-ended text evaluation.

[AAAI 2025] CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning

The sourcemap of claude code, the best coding agent of the world

A specialized framework for Model Context Protocol (MCP) development featuring 8 Claude Code sub-agents, security hooks, and production-ready FastMCP server templates. Provides immediate MCP development assistance through markdown-driven agents with optional programmatic SDK .

Agent SKILL for Claude Code and Opencode and others.

A beautiful native macOS app to manage skills for 25+ AI coding agents including Cursor, Claude Code, and Windsurf.

Run `npm i -g socrate` to install a discussion room for using GPT personalities with internal monologues to debate problems. Provide a problem to start, or customize the settings of the debate room. Custom agents incoming!

Opossum is a tool to pre-process RNA-seq reads prior to variant calling.

Provides `soracom` command, a command line tool for calling SORACOM APIs. SORACOM API を呼び出すためのコマンドラインツール soracom を提供します。

Ollama function calling demo

Calling Go functions from Erlang

A collection of 19 generative AI projects in Python, showcasing applications in text generation, image synthesis, and chatbots using frameworks like Transformers and PyTorch. Includes datasets, code, and tutorials for building and deploying cutting-edge AI models.

A chatbot (also known as a talkbot, chatterbot, Bot, IM bot, interactive agent, or Artificial Conversational Entity)The classic historic early chatbots are ELIZA (1966) and PARRY (1972).More recent notable programs include A.L.I.C.E., Jabberwacky and D.U.D.E (Agence Nationale de la Recherche and CNRS 2006). While ELIZA and PARRY were used exclusively to simulate typed conversation, many chatbots now include functional features such as games and web searching abilities. In 1984, a book called The Policeman's Beard is Half Constructed was published, allegedly written by the chatbot Racter (though the program as released would not have been capable of doing so). One pertinent field of AI research is natural language processing. Usually, weak AI fields employ specialized software or programming languages created specifically for the narrow function required. For example, A.L.I.C.E. uses a markup language called AIML, which is specific to its function as a conversational agent, and has since been adopted by various other developers of, so called, Alicebots. Nevertheless, A.L.I.C.E. is still purely based on pattern matching techniques without any reasoning capabilities, the same technique ELIZA was using back in 1966. This is not strong AI, which would require sapience and logical reasoning abilities. Jabberwacky learns new responses and context based on real-time user interactions, rather than being driven from a static database. Some more recent chatbots also combine real-time learning with evolutionary algorithms that optimise their ability to communicate based on each conversation held. Still, there is currently no general purpose conversational artificial intelligence, and some software developers focus on the practical aspect, information retrieval. Chatbot competitions focus on the Turing test or more specific goals. Two such annual contests are the Loebner Prize and The Chatterbox Challenge (offline since 2015, materials can still be found from web archives).

Lightweight library demonstrating how to create agenting application without using any specific framework.

PULSE Framework: CLI (pulse) + MCP Server (pulse_*) for controlled agentic development. Features 30-min rule, 5 safeguards, loop detection, Git checkpoints, and escalation workflows.

Turn-based strategy game / agent-based simulation framework / social model in 4D relativistic spacetime

🎮 Tetris with AI vs AI mode, 8-bit sound, theme shop, replay sharing & more — zero dependencies PWA

TypeScript framework to build robust, agent-ready MCP servers around your APIs.

A collection of particularly difficult test scenarios for evaluating browser-use.

AI agent skills for workflow automation — Feishu integration, content generation, data processing, and media tools by UniqueClub

Tool-agnostic TypeScript library for observing coding agent sessions. Built-in Cursor provider, extensible to Claude Code, Codex, and OpenCode.

Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents

A unified open format for agent-ready projects across tools, teams, and platforms.

A structure-first agent skill for readable, composable code.

An AI Agent framework in Swift

A list of over 19000 AI Tool's - The largest online.

A Multi-Agentic AI Assistant/Builder

Vision-first AI agent for desktop automation. Fully offline. Powered by YOLO, OCR & ResNet — building towards local intelligence.

A Node bot server for the Facebook Messenger Platform

AI in A Box

Chunk your data into markdown text blocks for your LLM applications

API backend for UIUC AI Teaching Assistant.

Stars Lighting, enabling intelligent querying based on the RAG+MCP dual-engine architecture.

RAG-QA Leaderboard

Local-first RAG application for technical documentation and research papers

An advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction.

LLM-based agent for human travel behavior (day-to-day route choice) simulation.

Takes in URLs and other forms of research and uses an LLM to create a research brief and suggested questions for the podcast host.

🎯 Three-layer prompt composition system for AI agents. Translates numerical weights into semantic priorities that LLMs actually follow. ⚡ Framework-agnostic, open source, built for production multi-agent orchestration.

Benchmark of local LLM models for agentic-coding daily tasks.

Very basic Orchestrator <-> Coding agent workflow, Good results using Antigravity (Opus 4.6 or Pro 3.1) + Codex (5.3-codex Medium)

A framework to build scenario simulation projects where human and LLM based agents can participant in, with a user-friendly web UI to visualize simulation, support automatically evaluation on agent action level.

Improve the OpenwebUI experience by adding better and autonomous tool calling,

Multi AI Agent Bridge — chat to AI agents (Claude, Codex, Gemini, Kimi, Cursor, Copilot and more).

This is a software which can by used by researcher multi-agent reinforcement learning in robot learning for multi-robot system

Order Fulfillment by Multi-Agent Reinforcement Learning

C++ port of the Python claude-agent-sdk