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 |
|---|---|---|---|---|---|
| #337 | frantic-board | HELP WANTED: AI AGENTS. Real bounties, real money, every payout sealed to a public ledger. The notice board for gofrantic.com | 38 | ★ 551 | 14 Oct 2026 |
| #338 | real-world-rails | 200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns… | 38 | ★ 544 | 12 Oct 2026 |
| #339 | QuantHarness | Official Repository for QuantHarness | 37 | ★ 2.9k | 18 Aug 2026 |
| #340 | SkillClaw | Let Skills Evolve Collectively with Agentic Evolver | 37 | ★ 2.7k | 17 Aug 2026 |
| #341 | Code2Video | [ICML 2026] Video generation via code | 37 | ★ 2.1k | 24 Aug 2026 |
| #342 | FinnewsHunter | FinnewsHunter: Multi-agent financial intelligence platform powered by AgenticX. Real-time news analysis, sentiment fusion, and alpha factor … | 37 | ★ 1.5k | 1 Oct 2026 |
| #343 | crabwalk | 🦀 Crabwalk 🦀 Real-time companion monitor for OpenClaw agents. | 37 | ★ 874 | 22 Jul 2026 |
| #344 | helix | Self-healing infrastructure for AI agent payments. 90.3% auto-recovery. | 37 | ★ 818 | 9 Jun 2026 |
| #345 | Interactive-LLM-Powered-NPCs | Interactive LLM Powered NPCs, is an open-source project that completely transforms your interaction with non-player characters (NPCs) in any… | 37 | ★ 731 | 20 Sept 2026 |
| #346 | Maze | A distributed framework for LLM agents | 37 | ★ 608 | 3 Oct 2026 |
| #347 | meta-agents-research-environments | Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static … | 37 | ★ 567 | 30 Sept 2026 |
| #348 | WildClawBench | An in-the-wild benchmark for AI agents in the production harness. | 37 | ★ 533 | 18 Sept 2026 |
| #349 | CatchMe | "CatchMe: Make Your AI Agents Truly Personal" | 37 | ★ 514 | 26 Sept 2026 |
| #350 | datahaven | An EVM compatible Substrate chain, powered by StorageHub and secured by EigenLayer | 36 | ★ 7.9k | 17 Apr 2026 |
| #351 | ai-agents-from-scratch | Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct pattern… | 36 | ★ 4.8k | 24 Jul 2026 |
| #352 | skills | Agentic Development skills behind the JS Mastery workflow | 36 | ★ 1.5k | 9 Aug 2026 |
| #353 | graphbit | GraphBit is the world’s first enterprise-grade Agentic AI framework, built on a Rust core with a Python wrapper for unmatched speed, securit… | 36 | ★ 586 | 22 Jun 2026 |
| #354 | pica | The community edition of Pica, the agentic tooling platform. | 35 | ★ 1.5k | 19 Aug 2026 |
| #355 | GLM-5.3-Flash-J-Space-Capability-Realization-Report | GLM-5.3-Flash × J-Space capability realization — benchmark presentation of the J-Space Cognition Suite | 35 | ★ 1k | 5 Sept 2026 |
| #356 | Third-Eye | A production-grade OSINT platform that provides situational awareness across multiple intelligence domains. | 35 | ★ 877 | 13 Jun 2026 |
| #357 | infinite-monitor | Monitor anything in real time | 35 | ★ 721 | 14 Sept 2026 |
| #358 | boardui | React design system for agentic interfaces. Every free BoardUI component as source, with a working AI chat app on your own model key as the … | 35 | ★ 625 | 2 Oct 2026 |
| #359 | elephant-agent | Personal-Model First Self Evolving AI Agent 🐘 | 35 | ★ 582 | 27 Aug 2026 |
| #360 | dsh-anchored-standard | Two-phase DeepSeek Harness preset: Minimal-aligned bootstrap, then full Standard tools (Project2 98/99) | 34 | ★ 3.8k | 10 Sept 2026 |
| #361 | dox | Self-documenting AGENTS.md | 34 | ★ 1.5k | 1 Sept 2026 |
| #362 | groundingLMM | [CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that a… | 34 | ★ 969 | 5 Sept 2026 |
| #363 | agent-kit | AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP. | 34 | ★ 947 | 29 Apr 2026 |
| #364 | AgentLab | AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and repro… | 34 | ★ 653 | 6 Oct 2026 |
| #365 | writing-dna-skill | 写作蒸馏器.skill｜蒸馏复刻任意写作风格的 agent skill | Writing DNA Distiller - distill and recreate any writing style as an agent skill | 33 | ★ 2.4k | 24 Aug 2026 |
| #366 | Emergence-World | Emergence World: A world designed to reveal what no benchmark can: emergent intelligence. | 33 | ★ 639 | 2 Oct 2026 |
| #367 | freephdlabor | freephdlabor: customizing personalized multiagent systems that researchs 24/7 on your own scientific problem | 32 | ★ 729 | 3 Sept 2026 |
| #368 | loopera | 面向基本面因子研究的智能体-A hypothesis-driven AI agent for fundamental factor research, with evidence-gated validation and research memory. | 32 | ★ 553 | 21 Sept 2026 |
| #369 | agentic-ai-landscape | Data driven agentic landscapes and insights. Produced by Ant Open Source and inclusionAI. | 32 | ★ 553 | 27 Sept 2026 |
| #370 | youtu-agent | A simple yet powerful agent framework that delivers with open-source models | 31 | ★ 4.6k | 21 Mar 2026 |
| #371 | eCommerce-Skills | E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online selle… | 31 | ★ 1.2k | 26 Aug 2026 |
| #372 | agents-from-scratch | Build AI agents from first principles using a local LLM - no frameworks, no cloud APIs, no hidden reasoning. | 31 | ★ 1k | 25 Jul 2026 |
| #373 | AgentLens | Agentlens is a trusted agent trading platform. Here, you can quickly find the Agent that meets your needs, and you can also publish your own… | 31 | ★ 1k | 24 Aug 2026 |
| #374 | motion-anything | ✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeling; your AI ships the animation. | 31 | ★ 866 | 7 Jul 2026 |
| #375 | ian-xiaohei-scenes | Xiaohei 2.0 Codex Skill for Chinese real-object article illustrations and long-scroll story images | 31 | ★ 533 | 4 Jun 2026 |
| #376 | hermes-plugins | Custom plugins for hermes-agent — goal management, inter-agent bridge, model selection, cost control | 31 | ★ 530 | 18 Jul 2026 |
| #377 | AgentBench | A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | 30 | ★ 3.8k | 8 Feb 2026 |
| #378 | Neurite | Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code. | 30 | ★ 2.2k | 16 Mar 2026 |
| #379 | functionary | Chat language model that can use tools and interpret the results | 30 | ★ 1.6k | 30 Jun 2026 |
| #380 | ai-doc-gen | AI-powered multi-agent system that automatically analyzes codebases and generates comprehensive documentation. Features GitLab integration, … | 30 | ★ 767 | 21 Jul 2026 |
| #381 | FinSight-AI | AI equity research agent with resilient workflows, evidence-grounded RAG, versioned reports, and automated quality evaluation. | 30 | ★ 560 | 2 Sept 2026 |
| #382 | FreeTodo | Auto-Manage Your Personal Task Context with AI. | 29 | ★ 2.5k | 12 May 2026 |
| #383 | AgentFlow | AgentFlow: In-the-Flow Agentic System Optimization | 29 | ★ 2.1k | 8 Feb 2026 |
| #384 | Director | AI video agents framework for next-gen video interactions and workflows. | 29 | ★ 1.6k | 23 Jan 2026 |
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