Agent building: full ranking
Every tool numbered by AgentPick Score (0–100), our data score from public GitHub activity.
| # | Tool | What it does | Score | Stars | Updated |
|---|---|---|---|---|---|
| #241 | T3MP3ST | autonomous red teaming platform; multi-agent offensive-security meta-harness | 52 | ★ 6.5k | 8 Sept 2026 |
| #242 | FrontierAgent | 🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS… | 52 | ★ 5.3k | 14 Oct 2026 |
| #243 | agentic_security | Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪 | 52 | ★ 2k | 22 Sept 2026 |
| #244 | puppyone-cloud | Context drive for your AI agents | 52 | ★ 1.3k | 14 Oct 2026 |
| #245 | Multi-Agent-CAD | MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute | 52 | ★ 1k | 24 Sept 2026 |
| #246 | VulnHunter | Agentic AI security scanner that hunts exploitable vulnerabilities like an adversary, proves them with executable PoCs, and fixes them test-… | 52 | ★ 726 | 14 Oct 2026 |
| #247 | agent-style | 21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a … | 52 | ★ 712 | 7 Oct 2026 |
| #248 | wechatbot | 微信 iLink Bot SDK for OpenClaw/AI Agent | 52 | ★ 673 | 29 Sept 2026 |
| #249 | gateway | The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs. | 52 | ★ 607 | 29 Jul 2026 |
| #250 | talewell | Plugin-first long-term memory for agent platforms — reference implementation of AMP (Agent Memory Protocol). | 52 | ★ 548 | 1 Oct 2026 |
| #251 | GOD | Govern, Observe, Direct - a real-time control room for agent societies | 51 | ★ 1.2k | 2 Oct 2026 |
| #252 | skillspec | SkillSpec makes agent skills followable, testable, and provable with Doctor risk reports, guided imports, structured contracts, and alignmen… | 51 | ★ 706 | 9 Aug 2026 |
| #253 | HugAgentOS | HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning | 51 | ★ 615 | 14 Oct 2026 |
| #254 | brainapi2 | BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent sear… | 51 | ★ 546 | 26 Sept 2026 |
| #255 | sprix-sage-router | Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks. | 50 | ★ 3.6k | 28 Aug 2026 |
| #256 | langchainrb | Build LLM-powered applications in Ruby | 50 | ★ 2k | 14 Oct 2026 |
| #257 | LuaN1aoAgent | LuaN1aoAgent is a fully autonomous AI-driven penetration testing agent powered by graph-based cognitive reasoning. | 50 | ★ 1.4k | 15 Sept 2026 |
| #258 | agent | Agentic offensive-security in your terminal | 50 | ★ 1.4k | 31 Aug 2026 |
| #259 | PhoneClaw | PhoneClaw turns phones into local AI agent runtimes with on-device models, native mobile Skills, LiveLand, and optional Mac Gateway inferenc… | 50 | ★ 1.3k | 6 Aug 2026 |
| #260 | agentic.nvim | Agentic Chat Interface directly in Neovim with ACP providers from Claude-Code, Gemini, Codex, OpenCode, and Cursor-agent | 50 | ★ 641 | 10 Oct 2026 |
| #261 | ClawWork | Client for OpenClaw — Connect ClawWork to your own OpenClaw and unlock 10x multi-session productivity. | 50 | ★ 534 | 24 Aug 2026 |
| #262 | MetaGPT | 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming | 49 | ★ 71k | 21 Jan 2026 |
| #263 | nasiko | The Open Runtime for AI Agents | 49 | ★ 9.5k | 7 Oct 2026 |
| #264 | judge0 | Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI. | 49 | ★ 4.5k | 8 Oct 2026 |
| #265 | EvoAgentX | 🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents | 49 | ★ 3.4k | 27 Aug 2026 |
| #266 | agent | Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. 🦀 | 49 | ★ 1.8k | 6 Jul 2026 |
| #267 | cain-agent | Real-world AI penetration testing engineer for authorized assessments — built-in cloud module covering AWS/Azure/GCP + Aliyun/Tencent/Huawei… | 49 | ★ 953 | 14 Oct 2026 |
| #268 | itops-agent-platform | China's 1st enterprise multi-agent IT ops platform. LLM-powered auto-remediation for Zabbix/Prometheus. Docker deploy. | 49 | ★ 941 | 12 Oct 2026 |
| #269 | fullstack-solution-template-for-agentcore | Flexible Fullstack solution template for production-ready deployments of any use case on Amazon Bedrock AgentCore. | 49 | ★ 598 | 8 Oct 2026 |
| #270 | GLM-5 | GLM-5: From Vibe Coding to Agentic Engineering | 48 | ★ 7.3k | 24 Sept 2026 |
| #271 | LongMemory | Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc. | 48 | ★ 4.5k | 20 Sept 2026 |
| #272 | team9 | Team9 is a collaborative workspace for AI agents, currently built on OpenClaw and its ecosystem. | 48 | ★ 2k | 28 Jul 2026 |
| #273 | concordia | A library for generative social simulation | 48 | ★ 1.8k | 14 Oct 2026 |
| #274 | Arbor | A generalist autonomous research agent — runs experiments, researches, and iteratively optimizes, autonomously. | 48 | ★ 1.1k | 8 Sept 2026 |
| #275 | local-ci | Run GitHub Actions locally — pause on failure, retry in place, and keep caches on your machine. | 48 | ★ 806 | 10 Sept 2026 |
| #276 | ChatLLM-Web | Private local model studio, AI chat, and agent workspace powered by WebGPU and WebLLM. | 48 | ★ 638 | 12 Aug 2026 |
| #277 | autogen | A programming framework for agentic AI | 47 | ★ 61k | 15 Apr 2026 |
| #278 | artemis | ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrat… | 47 | ★ 12k | 1 Oct 2026 |
| #279 | readme-ai | README file generator, powered by AI. | 47 | ★ 3k | 14 Oct 2026 |
| #280 | WFGY | WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Inclu… | 47 | ★ 1.8k | 14 Oct 2026 |
| #281 | RPent | RPent: Agentic Infrastructure for the Physical World | 47 | ★ 1.5k | 14 Oct 2026 |
| #282 | Lumina-Note | Lumina Note - A modern Markdown note-taking app with live preview, bidirectional links, and AI assistant | 47 | ★ 918 | 13 Aug 2026 |
| #283 | pentestagent | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 46 | ★ 3.2k | 12 Oct 2026 |
| #284 | Agent_Memory_Techniques | Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic m… | 46 | ★ 1.1k | 21 Sept 2026 |
| #285 | rogue | AI Agent Evaluator & Red Team Platform | 46 | ★ 1.1k | 4 Aug 2026 |
| #286 | SuperCoder | Open Source Autonomous Software Development System | 46 | ★ 999 | 7 Jul 2026 |
| #287 | agnosticui | AgnosticUI Local (v2) is a CLI-based UI component library that copies components directly into your project. Works with AI tools, agent-driv… | 46 | ★ 828 | 11 Oct 2026 |
| #288 | waggle | Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer … | 46 | ★ 646 | 20 Jul 2026 |
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