Framework
Custom agents
57,747 Custom AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
57,747 agents · ranked by popularity · refine in the directory →
Custom agents — page 214 of 578
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP servers with security and observability, and bridges multiple transports (stdio, SSE, streamable HTTP).
Chatbot Framework for Chinese based on ChatScript 基于ChatScript的中文聊天引擎
By calling FirewaLLM, users can ensure the accuracy of the large model while greatly reducing the risk of privacy leakage when interacting with it. We believe that FirewallLLM is a privacy protected chatgpt interaction platform.
Integrates with Sinch Conversation API allowing you to build chatbots, campaigns etc. on a vast array of messaging channels.
Android app that lets you chat with AI powered by Gemini. Talk, create, discover with AI.
Build conversation Seq2Seq models with TensorFlow
Build a chatbot using deep learning techniques. The chatbot will be trained on the dataset which contains categories (intents), pattern and responses. We use a special recurrent neural network (LSTM) to classify which category the user’s message belongs to and then we will give a random response from the list of responses.
The Google Reviews Chatbot fetches reviews via the Google My Business API, analyzes sentiments using GPT-3, and generates tailored responses. Deployed on AWS, it uses Elastic Beanstalk, EC2, and ElastiCache for Redis to run tasks on a schedule, ensuring seamless and efficient chatbot functionality.
A Hubot script for GitHub code review on Slack.
A DialogFlow Chatbot made using NodeJS and React.
CoronaBot is a chat bot for answering question regarding Coronavirus
A lightning fast starter for autonomous AI agent development
Open WebUI + LangGraph AI Agents with Python Executor and Postgres Database
An AI agent swarm framework built in Python
One key Openclaw deployment - Deploy and manage OpenClaw AI agents with fnOS
Security measure for agentic LLMs using a council of AIs moderted by a veto system. The council judges an agent's actions outputs based on specified categories.
Workflow, Pipeline & AI Agent Observability Platform. Metrics, logs and traces for all your automations.
AI (A2C agent) mastering the game of Snake with TensorFlow 2.0
TradeAgents is an AI-powered framework for simulating market interactions, integrating economic principles with intelligent agent design.
A curated list of awesome projects related to AutoGPT, an autonomous AI agent that can perform tasks independently using ChatGPT.
Skill to force AI coding agents to walk system execution by hand, catching races and state bugs that abstract review would miss.
A collaborative organization system for Claude Code: continuity kept in architecture instead of memory, so any Claude instance orients quickly. Hooks, agents, principles and guided onboarding.
All the skills you'll need for AI-powered development with pi-coding-agent. 60+ skills covering research, content, project management, debugging, and more. Includes external-scout for implementation plans, dynamic model providers (OpenRouter, NVIDIA NIM), and comprehensive tooling for modern development workflows.
A simplified code generating agent for LLMs
Multi-agent collaboration platform - experimental software from Sanity.io
consensus and synchronization algorithms of networked multi agent systems with event triggered communications
The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.
cordial-sync is a software package than can be used to reproduce the results from the paper "A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks”
Implementation of routing using multi-agent deep reinforcement learning
Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all your MCPs and prevents context window bloat. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed. Control which servers and individual tools each agent/subagent can access.
Local RAG agent with LLaMA3
The HiPIMS-FLAMEGPU Coupled Model Framework integrates the high-performance hydrodynamic modeling capabilities of HiPIMS with the flexible agent-based modeling environment of FLAMEGPU. This combined framework allows for the simulation of complex interactions between human activities and flooding processes.
AI-powered task manager that turns goals into shipped code. Orchestrates Claude Code, Copilot CLI & OpenCode with structured planning, parallel execution, and human review. 🐜
Just a set of claude/codex skills to be 10x Deevs' engineer
A generative game world for your OpenClaw: turn a single sentence into an endless adventure with dynamic narratives, rendered scenes, and RPG mechanics. Play manually, or let guest agents take over.
Eko Browser Extension Template
Open domain persona-aware dialogue generation
Embedded-first vector database that grows into a self-hosted service and lightweight cluster.
Framework for deploying configurable AI agents with real-time streaming and tool execution.
A mcp server that bridges Dune Analytics data to AI agents.
An AI Agent that interacts with users via Telegram
Spotify Web AI DJ - client side agentic smarts using Gemma 2, two billion parameter LLM, to play what a user wants via natural speech input
Open-source project showcasing how single or multiple AI Agents interact with MCP in real-world tasks. Includes both frontend and backend implementations.
Synchronize AI coding–agent knowledge files (rules, templates, guidelines) across your project.
[CVPR 2025] Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields
Codemap generates a compact, token-aware map of a codebase: files, symbols, and markdown structure. Designed for feeding context to LLMs and coding agents.
The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models. Paper: https://arxiv.org/abs/2402.01620
A framework for evaluating function calls made by LLMs
Azure CLI extension for building rapid prototypes on Azure using GitHub Copilot or Open Ai
Complete AI Agent System for OpenClaw — memory, self-healing, self-improvement, voice, automation
MovieGPT: A RAG, Gen AI application for Movie Recommendations
Kotlin Implementation of the A2A Protocol.
Fully local governed RAG for code, documents, and tables. No LLM API key. No GPU. No infrastructure.
A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.
AI-powered job search agent for Germany & China tech roles — OpenClaw skill
🦞 A pixel-art companion living in your MacBook's notch — visualizing AI agent activity in real time
这是全球首个基于 Claude Code 源代码的可安装、可运行、可调试、很干净的Agent，不是单纯的解包。The world's first clean, installable, runnable, debuggable agent built from Claude Code source, not just an unpacked package.
A specialized Claude Code agent that addresses Claude's overly lenient validation standards and visual hallucinations when assessing UI modifications. Provides strict, skeptical secondary validation to ensure accurate visual verification of code changes.
Agent Memory Playground: AI Agent Memory Design & Optimization Techniques
Multi-agent LLM driven cell type annotation for single-cell RNA-Seq data
Mission control for your AI agents 🎮
MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents
极简自主编码 Agent：丢需求进 inbox，出 git commit · Minimal autonomous coding agent harness
Fusil is a multi-agent Python library used to write fuzzing programs
Open source tool that turns your ideas into real video games
ReAct AI Agent from Scratch using DeepSeek: Handling Memory & Tools without Frameworks
Genkit's documentation and website, built by Google on Astro
Open source product copilot. Embed an AI chat widget that doesn't just answer questions—it executes client-side actions in the user's browser to get things done inside your app.
An open-source, graph-based workflow engine for Gemini/OpenCode/Claude Code/Qwen CLI. Automate ML experiments and scientific discovery.
World Best Multi Language Whatsapp Advanced Chat Bot
AI Coders search blindly. Be their guide.
Data analysis workflow kit for AI coding agents. Structure your analysis with the ALIVE loop — Ask, Look, Investigate, Voice, Evolve.
An AI-powered solution designed to enhance mobility for visually impaired individuals by combining real-time video analysis with voice-guided navigation. Also features a built-in Multi-Agent AI Assistant — users can speak naturally to complete map navigation, adjust system settings, send messages to family.
LLM based Agent
The BAZAAR challenges LLMs to navigate the double-auction marketplace, where buyers and sellers must make strategic decisions with incomplete information. Each agent receives a private value and must decide how to quote based solely on the history of previous rounds. A realistic test of market intuition and strategic adaptation.
[AAAI 2026] AutoTool: Efficient Tool Selection for Large Language Model Agents
Refine UI directly in the browser and feed the changes to your coding agent.
An AI-powered autonomous reverse engineering swarm that accelerates binary analysis through multi-agent collaboration
# Shadowrocket: 2021-04-10 03:41:08 [General] bypass-system = true skip-proxy = 192.168.0.0/16, 10.0.0.0/8, 172.16.0.0/12, localhost, *.local, captive.apple.com tun-excluded-routes = 10.0.0.0/8, 100.64.0.0/10, 127.0.0.0/8, 169.254.0.0/16, 172.16.0.0/12, 192.0.0.0/24, 192.0.2.0/24, 192.88.99.0/24, 192.168.0.0/16, 198.18.0.0/15, 198.51.100.0/24, 203.0.113.0/24, 224.0.0.0/4, 255.255.255.255/32 dns-server = system ipv6 = false update-url = https://raw.githubusercontent.com/iSteal-it/script/main/shadowrocket.configuration [Rule] DOMAIN-SUFFIX,baidu.com,DIRECT DOMAIN-SUFFIX,baidubcr.com,DIRECT DOMAIN-SUFFIX,bdstatic.com,DIRECT DOMAIN-SUFFIX,yunjiasu-cdn.net,DIRECT DOMAIN-SUFFIX,taobao.com,DIRECT DOMAIN-SUFFIX,alicdn.com,DIRECT DOMAIN,blzddist1-a.akamaihd.net,DIRECT DOMAIN,cdn.angruo.com,DIRECT DOMAIN,download.jetbrains.com,DIRECT DOMAIN,file-igamecj.akamaized.net,DIRECT DOMAIN,images-cn.ssl-images-amazon.com,DIRECT DOMAIN,officecdn-microsoft-com.akamaized.net,DIRECT DOMAIN,speedtest.macpaw.com,DIRECT DOMAIN-SUFFIX,126.net,DIRECT DOMAIN-SUFFIX,127.net,DIRECT DOMAIN-SUFFIX,163.com,DIRECT DOMAIN-SUFFIX,163yun.com,DIRECT DOMAIN-SUFFIX,21cn.com,DIRECT DOMAIN-SUFFIX,343480.com,DIRECT DOMAIN-SUFFIX,360buyimg.com,DIRECT DOMAIN-SUFFIX,360in.com,DIRECT DOMAIN-SUFFIX,51ym.me,DIRECT DOMAIN-SUFFIX,71.am.com,DIRECT DOMAIN-SUFFIX,8686c.com,DIRECT DOMAIN-SUFFIX,abchina.com,DIRECT DOMAIN-SUFFIX,accuweather.com,DIRECT DOMAIN-SUFFIX,acgvideo.com,DIRECT DOMAIN-SUFFIX,acm.org,DIRECT DOMAIN-SUFFIX,acs.org,DIRECT DOMAIN-SUFFIX,aicoinstorge.com,DIRECT DOMAIN-SUFFIX,aip.org,DIRECT DOMAIN-SUFFIX,air-matters.com,DIRECT DOMAIN-SUFFIX,air-matters.io,DIRECT DOMAIN-SUFFIX,aixifan.com,DIRECT DOMAIN-SUFFIX,akadns.net,DIRECT DOMAIN-SUFFIX,alibaba.com,DIRECT DOMAIN-SUFFIX,alikunlun.com,DIRECT DOMAIN-SUFFIX,alipay.com,DIRECT DOMAIN-SUFFIX,amap.com,DIRECT DOMAIN-SUFFIX,amd.com,DIRECT DOMAIN-SUFFIX,ams.org,DIRECT DOMAIN-SUFFIX,animebytes.tv,DIRECT DOMAIN-SUFFIX,annualreviews.org,DIRECT DOMAIN-SUFFIX,aps.or
Make open-weight LLM agents play the game "Among Us", and study how the models learn and express lying and deception in the game.
Agentic_Robots.txt is a protocol specification that extends the traditional robots.txt protocol to enable sophisticated interaction between autonomous agents and web applications.
Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models
AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.
[ICML 2025] UDora: A Unified Red Teaming Framework against LLM Agents
Threat hunting command system for agentic IDEs
Run AI agents safely on your local machine
这是一个为 AstrBot 设计的 Office 助手插件。它赋予大语言模型（LLM）直接操作文件的能力，支持读取并分析多种格式文件，以及生成 Office 文档和office互转pdf的功能
MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols
This project contains source code to demonstrate the usage of Retrival Augmented Generation (RAG) feature using Spring AI using PG Vector as the Database and Ollama as the Local LLM
Git-native architecture catalog — Markdown registry, schema-driven UI, AI-ready
Transforme Claude Code en générateur autonome de knowledge vault Obsidian. Pattern Karpathy. Par LE LABO IA.
A full-stack conversational AI starter kit built with Amazon Bedrock AgentCore, Strands Agents SDK, FastAPI, and htmx.
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch real bugs get picked more often. Agents that hallucinate get deprioritized. MCP server for Claude Code, Cursor, and other IDEs.
Build stateful AI agents and agentic workflows with LangGraph in Python. Covers tool-using agents, branching workflows, memory persistence, human-in-the-loop, multi-agent systems, and production deployment. Supports 14+ AI coding agents via Agent Skill Standard.
When Claude Code hits its rate limit, Relay hands off your full session context to Codex, Gemini, Aider, or 5 other agents — so your work never stops.
Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, auto Skill+AGENTS bootstrap, memory, GitNexus. npx -y mcp-probe-kit@latest
Where agents live, and flourish. 🌿