Framework

Custom agents

37,334 Custom AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.

37,334 agents · ranked by popularity · refine in the directory →

Custom agents — page 14 of 374

ai-engineering-interview-questions2,380

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

agentic-project-management2,378

A framework for managing complex projects with spec-driven multi-agent workflows.

agent-rules-books2,378

AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.

Crawler-Detect2,373

🕷 CrawlerDetect is a PHP class for detecting bots/crawlers/spiders via the user agent

deepbot2,364

DeepBot is a system-level AI assistant built for both personal productivity and enterprise workflows — one-click setup, seamless experience, and native Feishu integration.

skills2,361

A collection of AI agent skills for working with Expo projects and Expo Application Services

SkillClaw2,358

Let Skills Evolve Collectively with Agentic Evolver

primo2,356

Agent-native visual CMS. Build sites with Claude/Codex/whatever, manage them visually.

harmonist2,354

Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.

spacebot2,351

An AI agent for teams, communities, and multi-user environments.

awesome-autoresearch2,351

A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

rasa_core2,343

Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations

claude-agent-acp2,343

Use Claude Agent SDK from any ACP client

SILENTTRINITY2,342

An asynchronous, collaborative post-exploitation agent powered by Python and .NET's DLR

portaljs2,337

🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).

ui2,335

ElevenLabs UI is a component library and custom registry built on top of shadcn/ui to help you build multimodal agents faster.

LLM-Agents-Papers2,334

A repo lists papers related to LLM based agent

langserve2,332

LangServe 🦜️🏓

obsidian-agent-client2,331

Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex and Gemini CLI.

deepteam2,323

DeepTeam is a framework to red team LLMs and AI agents.

pi-skills2,322

Skills for pi coding agent (compatible with Claude Code and Codex CLI)

flutter_chat_ui2,321

Free and open-source chat SDK. Build fast, real-time apps and generative AI agents with a high-performance, customizable, cross-platform UI.

weibo_terminater2,319

Final Weibo Crawler Scrap Anything From Weibo, comments, weibo contents, followers, anything. The Terminator

Paper2Agent2,319

Paper2Agent is a multi-agent AI system that automatically transforms research papers into interactive AI agents with minimal human input.

vearch2,318

Distributed vector search for AI-native applications

agentUniverse2,317

agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.

LLMStack2,309

No-code multi-agent framework to build LLM Agents, workflows and applications with your data

kubernetes-plugin2,308

Jenkins plugin to run dynamic agents in a Kubernetes/Docker environment

graph-rag-agent2,305

拼好RAG:手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索;整合DeepSearch技术实现私域RAG的推理;自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.

AgentsMesh2,305

The AI Agent Workforce Platform. Run a hundred AI coding agents across your own machines — schedule, isolate, and steer them all from one console.

roubao2,302

Android Automation Tool Based on Vision-Language Models

botkube2,301

An app that helps you monitor your Kubernetes cluster, debug critical deployments & gives recommendations for standard practices

SAG2,295

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

yao-meta-skill2,295

YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

tdd-guard2,294

Automated TDD enforcement for Claude Code

CGraph2,292

【A common used C++ & Python DAG framework】 一个通用的、无三方依赖的、跨平台的、收录于awesome-cpp的、基于流图的并行计算框架。欢迎star & fork & 交流

DojoAgents2,292

DojoAgents: Full-Market AI Copilot for Personal Investment

Agent-Memory-Paper-List2,289

The paper list of "Memory in the Age of AI Agents: A Survey"

agent-device2,287

CLI to control iOS and Android devices for AI agents

workflow2,283

Workflow SDK: Build durable, reliable, and observable apps and AI Agents in TypeScript

OpenAGI2,280

OpenAGI: When LLM Meets Domain Experts

agent-toolkit2,279

A curated collection of skills for AI coding agents. Skills are packaged instructions and scripts that extend agent capabilities across development, documentation, planning, and professional workflows.

DeepRL-Agents2,275

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

lagent2,274

A lightweight framework for building LLM-based agents

CodeIsland2,269

Real-time AI coding agent status panel in your MacBook notch — live status, approvals & replies for 13 AI tools, with iPhone & Apple Watch companions

redamon2,267

An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention.

AI-Novel-Writing-Assistant2,265

面向长篇小说创作的 AI Native 开源系统,用 Agent、世界观、写法引擎、RAG 和整本生产工作流,帮助新手从一句灵感走到完整小说。AI-native engine for end-to-end novel creation — from idea to full chapters, with structured planning, worldbuilding, and agent-driven workflows.

beir2,263

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

MemoRAG2,262

Empowering RAG with a memory-based data interface for all-purpose applications!

Visual-RFT2,255

Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’

awesome-llm-powered-agent2,255

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

Observal2,254

Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.

generative-ai-docs2,253

This repository is deprecated and will be archived

marquez2,251

Collect, aggregate, and visualize a data ecosystem's metadata

prompt-in-context-learning2,247

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

gelab-zero2,247

STEP-GUI: The top GUI agent solution in the galaxy. Developed by the StepFun-GELab team and powered by StepFun’s cutting-edge research capabilities.

mcp_excalidraw2,246

MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.

dash2,242

A self-learning data agent built with systems engineering principles. It grounds answers in 6 layers of context and improves with every query.

make-interfaces-feel-better2,242

An agent skill based on the "Details that make interfaces feel better" article

OpenBidKit_Yibiao2,241

开箱即用的AI标书编写工具,标书AI生成工具,投标工具箱、知识库、标书查重、废标项检查,完全开源免费,欢迎使用

terraform-skill2,239

Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production patterns

proton2,237

The Fastest Unified Streaming SQL Engine in a Single C++ Binary. ⚡ Millisecond latency. 100+ GB/s throughput. Continuously compute real-time context from streams, logs, metrics, events, and CDC.

MineDojo2,231

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

mcp-crawl4ai-rag2,231

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

paperasse2,230

🇫🇷 Skills pour agents IA spécialisés dans la bureaucratie française : Comptable, Notaire, ...

agent-toolkit-for-aws2,226

Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

JustHireMe2,219

Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.

agent-skills2,216

Collection of Apify Agent Skills

agentic-stack2,216

One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when you switch.

paperbanana2,216

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

envd2,214

🏕️ Reproducible development environment for humans and agents

boxlite2,214

The micro-VM for AI agents — light enough to embed on your laptop, elastic enough to power an agentic cloud.

pymarl2,212

Python Multi-Agent Reinforcement Learning framework

forge2,211

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

PRPs-agentic-eng2,203

Prompts, workflows and more for agentic engineering

claw-compactor2,195

14-stage Fusion Pipeline for LLM token compression — reversible compression, AST-aware code analysis, intelligent content routing. Zero LLM inference cost. MIT licensed.

skills-best-practices2,195

Write professional-grade skills for agents, validate them using LLMs, and maintain a lean context window.

Cairn2,193

A AI general-purpose state-space search engine, validated first on autonomous penetration testing.

awesome-foundation-agents2,186

About Awesome things towards foundation agents. Papers / Repos / Blogs / ...

ai-market-maker2,182

Agentic AI Hedge Fund OS (AIMM)

Awesome-Chatbot2,181

Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:

verl-agent2,181

verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in-Group Policy Optimization for LLM Agent Training"

AgentStack2,178

The fastest way to build robust AI agents

awesome-design-skills2,178

List of 67 awesome DESIGN.md and SKILL.md design skill files for agentic tools like Claude Design, Google Stitch, Codex, Cursor, and other AI tools

intel-extension-for-transformers2,175

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

awesome-llm-json2,175

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

kernel-memory2,174

Research project. A Memory solution for users, teams, and applications.

nestia2,173

NestJS Helper + AI Chatbot Development

Shannon2,172

A production-oriented multi-agent orchestration framework.

dstack2,170

Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

kimchi2,169

Terminal coding agent powered by Kimchi's multi-model orchestration

quant-mind2,168

QuantMind is an agent-native knowledge extraction and retrieval framework for quantitative finance.

amazon-ecs-agent2,166

Amazon Elastic Container Service Agent

dgm2,160

Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents

Awesome-LLM-Long-Context-Modeling2,156

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

Pentest-Swarm-AI2,154

Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitoring, and CTF modes. Built with Go, Claude API, and 7+ native security tools.

skills-manage2,152

Desktop app to manage AI coding agent skills across Claude Code, Cursor, Gemini CLI, Codex, and 20+ platforms from one place.

notion-qa2,151
baresip2,150

Baresip is a modular SIP User-Agent with audio and video support

DataDesigner2,145

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

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