---
title: "Awesome AI Agents 2026: Comprehensive Resource List"
url: https://stacklist.com/card/0440eb29-da5d-47e2-84b0-0654136cc388
source_url: "https://github.com/caramaschiHG/awesome-ai-agents-2026"
stack: https://stacklist.com/c/technology/stack/cc483fc9-ce97-46ea-bc49-7a300af7cd39
summary: "Awesome AI Agents 2026 is a comprehensive curated list of 340+ AI agents, frameworks, and tools across 20+ categories including coding, voice, creative, and workflow automation. The resource covers IDE agents, terminal agents, autonomous software engineers, and various specialized AI solutions, updated monthly with contributions welcome."
tags: "ai-agents, frameworks, tools, coding, developer-tools, automation, open-source"
key_entities: "Claude Sonnet 5 (technology), GPT-5 (technology), Gemini 3.1 (technology), Cursor (technology), GitHub Copilot (technology), Windsurf (technology), JetBrains AI (technology), Amazon Q Developer (technology), Tabnine (technology), Sourcegraph Cody (technology), Devin (technology), OpenHands (technology), Aider (technology), Cline (technology), Bolt.new (technology), Anthropic (organization), OpenAI (organization), Google (organization), GitHub (organization), Amazon (organization), Codeium (organization), JetBrains (organization), Cognition (organization), xAI (organization), GNAP (concept), Git-Native Agent Protocol (concept), Multi-Agent Systems (concept), Autonomous Software Engineers (concept), IDE Agents (concept), 2026 (event)"
classification: "reference"
content_hash: "sha256:341e1e12aba9da463fc1d88521ade2051d40a0a75b7983f05c46ccee853bef2e"
acp_version: "0.2"
token_counts_approximate: 7308
visibility: public
agent_accessible: true
status: "final"
---

# Awesome AI Agents 2026: Comprehensive Resource List

The most comprehensive list of AI agents, frameworks, and tools in 2026. 340+ resources across 20+ categories. Updated monthly. Coding · Frameworks · Browser · Voice · Creative · Workflow · CRM · Research · Self-Hosted · Protocols 340+ tools. 20+ categories. Updated monthly. Star to stay updated. Contributions welcome! Contents GNAP — Git-Native Agent Protocol: coordinate AI agent teams with 4 JSON files in a git repo. No server, no database. Any agent that can git push can participate. MIT licensed. Coding Agents — IDE, Terminal, Autonomous, Code Review, App Builders Agent Frameworks — General, Multi-Agent, Lightweight Browser and Desktop Agents — Consumer, Infrastructure Voice Agents — Platforms, Open-Source Creative AI — Image, Video, Music, 3D Task and Workflow Agents — Automation, No-Code Builders Customer Support and CRM Agents Data and Research Agents — Deep Research, Data Analysis, RAG Local and Self-Hosted AI — LLM Runners, Self-Hosted UIs Multi-Agent Platforms Protocols and Standards Observability and Evaluation Open-Source Models for Agents AI Safety and Guardrails AI Governance and Compliance ⭐ NEW Cybersecurity Agents Healthcare and Therapy Agents Learning Resources Newsletters and Communities Market Stats 2026 🖥 Coding Agents IDE-Native Agents Agent Description Pricing Cursor VS Code fork. Composer mode for multi-file edits. Claude Sonnet 5, GPT-5, Gemini 3.1. $29.3B valuation. Free / $20/mo GitHub Copilot Agent Mode in VS Code. Copilot Workspace issue-to-PR. Multi-model (Claude, GPT-5.4, Gemini 3.1). $10/mo / $39/mo Pro+ Windsurf (Codeium) Cascade agentic mode. Project-level memory. 5 parallel agents. Free / $15/mo JetBrains AI Deep integration across all JetBrains IDEs. Context-aware completions. Included with IDE Amazon Q Developer AWS-native. Lambda, CloudWatch, infrastructure, security scanning. Free / $19/mo Tabnine Privacy-first. On-premise option. Fine-tuned on your codebase. Free / $12/mo Sourcegraph Cody Excels at large codebases. Enterprise context engine. Free / $9/mo Google Antigravity Free Claude Opus 4.6 access. Learning-focused. Free Kiro Spec-driven development. Write specs → auto-generate tasks → implement. DevOps automation. Free beta Terminal and CLI Agents Agent Description Pricing Claude Code Anthropic CLI agent. Best reasoning. 80.9% SWE-bench. Agent Teams feature. $20/mo+ API OpenAI Codex CLI OpenAI terminal agent. Agents SDK. Multi-agent. ChatGPT sub Gemini CLI ⭐ NEW (Apr 2026) Google's official open-source terminal agent. ReAct loop. MCP support. 1M context. Apache 2.0. Free w/ Google account Aider OSS pair programmer. Git-aware. Any LLM. Free + API Cline VS Code extension. Full terminal and browser access for Claude/GPT. Free + API RooCode Cline fork. Structured modes. Reduced hallucinations. Free + API Kilo Code Structured modes. Tighter context. Free + API OpenCode BYOK terminal agent for Cursor refugees. Free + API Caliber CLI that fingerprints projects and generates/syncs AI agent configs (CLAUDE.md, .cursor/rules/, AGENTS.md). Scores quality. Free + API Autonomous Software Engineers Agent Description Pricing Devin Cognition. Fully autonomous. Sandboxed cloud env. Devin 2.0 with Interactive Planning. $20/mo + ACU Copilot Workspace GitHub issue-to-PR agent. Copilot sub SWE-Agent Princeton. Resolves real GitHub issues autonomously. Free (OSS) OpenHands OSS autonomous software engineer (ex-OpenDevin). Free (OSS) Grok Build (xAI) 8 parallel agents for code gen. Multi-agent "Society of Mind" architecture. xAI sub Code Review and Security Agent Description Pricing Qodo AI code review. Context-aware PR validation. Free / Enterprise CodeRabbit AI PR reviewer. Inline suggestions, security. Free OSS / $15/mo Snyk Code AI security scanner. Real-time vuln detection. Free / Enterprise PR-Agent OSS AI PR reviewer. Auto-describe, review, improve. Free (OSS) App Builders (Prompt-to-App) Agent Description Pricing Bolt.new Prompt to full-stack web app in browser. Free / Paid Lovable Describe then build then deploy from chat. Free / $20/mo v0 (Vercel) Prompt to React/Tailwind components. Free / Pro Replit Agent Full-stack from prompt. Auto-deploys. Free / $25/mo PlayCode Agent Browser-based. English to websites. $9.99/mo Dyad OSS. Local-first. No-code app builder. Free (OSS) 🧱 Agent Frameworks General Purpose Framework Lang Description LangChain Py/JS Most adopted. Modular architecture, memory, tools. LangGraph Py/JS Graph-based orchestration. Stateful directed graphs. LlamaIndex Py/JS Data-focused. Best for RAG agents. Haystack Py Pipeline-based. Search and retrieval. Semantic Kernel C#/Py/Java Microsoft enterprise. Azure integration. Pydantic AI Py Type-safe. Clean Pythonic API. Production-ready. DSPy Py Stanford. Programming not prompting. Auto-optimizes. Mastra TS TypeScript-first. Observational Memory. Apache 2.0. Anthropic SDK Py/TS Official Claude SDK. Tool use, computer control, streaming. Google ADK Py ⭐ Google's Agent Development Kit. Native Gemini. Multi-agent orchestration. Multi-Agent Orchestration Framework Lang Description AutoGen Py Microsoft multi-agent conversations. CrewAI Py Role-based crew members with goals and tools. Used by 60%+ Fortune 500. MetaGPT Py PM, architect, engineer roles. Software company sim. Miyabi TS Issue-Driven Development. 7 coding + 14 business agents. MCP 172+ tools. GitHub as OS. OpenAI Agents SDK Py Official. Multi-step agents with handoffs. Strands Agents Py AWS-backed. Model-driven tool use. CAMEL Py Role-based simulation. Collaborative reasoning. AutoGPT Py Pioneer. Now full platform with visual builder. Bernstein Py Deterministic orchestrator. Parallel coding agents, test-driven verification. Zero LLM tokens on coordination. AgentScope Py Alibaba multi-agent framework. MagiC Go/Py Kubernetes for AI agents. Manages any agent from any framework. Routing, cost control, DAG workflows, circuit breaker. DeerFlow Py ByteDance. No.1 GitHub Trending Feb 2026. 25k+ stars. AXME Py/TS/Go/Java/.NET Durable coordination. Crash recovery, human approval gates, kill switch. Open protocol (AXP). Lightweight / Minimalist Framework Lang Description Smolagents Py HuggingFace minimal agents. ~1000 lines. Agno Py Lightweight, model-agnostic. Upsonic Py MCP support. Minimal setup. Portia AI Py Reliable agents in production. MicroAgent Py Self-editing prompts and code. Agent Templates Collection Description OpenClaw Agent Templates 177 production-ready SOUL.md configs across 24 categories (PM, SEO, DevOps, Writer, Support). Copy-paste ready for OpenClaw . Visual deploy via CrewClaw . 🌐 Browser and Desktop Agents Consumer Products Agent Description Pricing OpenAI Operator ChatGPT autonomous web agent. Human checkpoints. CUA tech. ChatGPT Pro Manus (Meta) Autonomous digital employee. Browser Operator extension. Acquired by Meta. Free / Paid Claude Computer Use Anthropic desktop/browser control via screenshots. API Claude in Chrome Anthropic browsing agent. Beta. Claude sub Google Project Mariner Gemini browser agent. Multi-tasking. Waitlist OpenAI Atlas AI browser with Agent Mode. ChatGPT sub Dia Browser AI-native browser (Atlassian/Browser Company). Beta Fellou Transparent. Visual workflow editing. Agentic memory. Beta Genspark 169+ on-device models. No internet required. Free / Paid Grok Computer ⭐ Upcoming xAI desktop agent. Mouse control, app automation. TBA Developer Infrastructure Tool Description Browser Use OSS browser agent library. Used by Manus. Skyvern Vision-driven. GPT-4V navigation without coded selectors. Agent S2 (Simular) OSS GUI automation framework. MultiOn Reliable web automation API. CAPTCHA handling. Browserbase Cloud browser infra for agents. Headless at scale. Airtop Enterprise browser automation. AI integration. Amazon Nova Act AWS browser automation. Enterprise reliability. Plasmate Headless browser compiling HTML to structured JSON (SOM). 17.5x compression, 13 MCP tools. First browser tool on MCP Registry. Rust, Apache-2.0. Playwright MCP MCP server for Playwright + AI agents. onUI OSS browser extension and MCP server for annotation-first UI pair programming with AI agents. Chrome, Edge, Firefox. Privacy-first, local only. 🎙 Voice Agents Platforms and APIs Platform Description Pricing ElevenLabs Industry benchmark. Conv AI 2.0. RAG, multimodal, batch calling. 75ms. HIPAA. $11B. Free / $5+/mo Vapi Developer-first. Low-latency, model-agnostic. Usage-based Bland AI Outbound call automation. CRM integration. SOC2/HIPAA. Usage-based Voiceflow No-code voice and chat builder. Drag-and-drop. Free / $50+/mo Synthflow No-code voice agents for SMBs. Templates. From $29/mo PolyAI Enterprise. Natural multi-turn. Hospitality/retail. Enterprise Retell AI Human-like voice agents. Multi-language. Telephony. Usage-based HeyGen Talking avatars. Voice cloning. Lip-sync translation. From $24/mo Synthesia AI video avatars. 120+ languages. Enterprise. From $22/mo Deepgram STT and TTS APIs. Sub-300ms latency. Usage-based AssemblyAI STT with diarization, sentiment, summarization. Usage-based Open-Source Voice Tool Description LiveKit Agents OSS real-time voice/video AI agents. Rasa OSS conversational AI. Self-hosted. NLU training. Pipecat OSS voice and multimodal conversational AI. Vocode OSS voice-based LLM agents. 🎨 Creative AI Image Generation Tool Description Pricing Midjourney v7 Best artistic quality. Unmatched aesthetics. Discord + web. From $10/mo DALL-E 3.5 Best prompt comprehension. 95% text accuracy. ChatGPT. ChatGPT Plus FLUX 2 Open-weight. Best photorealism. 4K. 6x speed. Free / API Stable Diffusion 3.5 Open-source. ControlNet, LoRAs, ComfyUI ecosystem. Free (OSS) Adobe Firefly 3 Licensed data only. Commercial indemnification. Photoshop. Adobe CC Google Imagen 4 State-of-art photorealism. API via AI Studio. API Ideogram v3 Best text-in-image. Zero spelling errors. Logos/posters. Free / $7+/mo Leonardo AI Multi-model. Realtime Canvas. 3D gaming assets. Canva-owned. Free / $12+/mo Recraft Design-focused. Vector art, brand consistency. Free / Paid InkOS Autonomous novel-writing CLI agent. Agents collaborate to produce long-form fiction with continuity auditing, anti-AI-slop filtering, and style cloning. Free / OSS Video Generation Tool Description Pricing Google Veo 3.1 ⭐ Best in class Native audio+video. 4K. Veo 3.1 Lite for devs (Apr 2026). API Kling 3.0 ⭐ Cinematic realism. 15s sequences. Native audio sync. Character consistency. Free / $6.99+/mo Runway Gen-4.5 No.1 benchmark. Motion Brush, Director Mode. Best editing. From $12/mo Sora 2 OpenAI. Narrative coherence. Physics realism. Note: app retiring Apr 26, 2026. $20+/mo Seedance 2.0 Quad-modal input. Lip sync. 2K resolution. Free credits Pika 2.5 Beginner-friendly. Pikaswaps. Fast renders. Free / $8+/mo Luma Dream Machine 4K HDR. Physics simulation. 3D/cinematic. From $7.99/mo HaiLuo AI Budget video. 10 free/day. MiniMax. Free / $4.99+/mo Wan 2.1 Best free OSS video gen. Self-hostable. No limits. Free (OSS) HunyuanVideo Tencent OSS. Consumer GPU. Multi-style. Free (OSS) LTX Video OSS. Licensed data. Clear commercial terms. Free (OSS) Music and Audio Tool Description Pricing Suno Text-to-song. Full tracks with vocals. Viral hit maker. Free / $8+/mo Udio High-fidelity music gen. Fine control. Free / $10+/mo ElevenLabs Music Vocals, instrumentals. Sectional editing. Stem separation. Plan included Stable Audio High-quality. Commercial license. Free / Paid Meta AudioCraft OSS. MusicGen + AudioGen. Free (OSS) 3D and Design Tool Description Pricing Meshy Text/image to 3D. Game assets, products. Free / Paid Tripo AI Fast 3D from text/images. Multi-format export. Free / Paid Vizcom Real-time AI rendering for industrial designers. From $20/mo ⚡ Task and Workflow Agents Automation Agent Description Pricing n8n OSS workflow automation with AI agent nodes. Visual + code. Free / Cloud Zapier AI 7000+ apps. Natural language workflows. From $19.99/mo Make Visual workflow platform. AI capabilities. Free / Paid Activepieces OSS Zapier alternative with AI. Free (OSS) Temporal Durable execution for long-running agent workflows. Free / Cloud Mission Control Cockpit for the agentic era — manage AI agent swarms with autonomous daemon, Field Ops for real-world execution, and approval workflows. Free (OSS) No-Code Agent Builders Agent Description Pricing Dify OSS LLMOps. Visual agent builder. RAG. 130k+ stars. Free / Cloud Flowise OSS drag-and-drop LLM agent builder. Free (OSS) Langflow Visual multi-agent and RAG builder. Free / Cloud Lindy No-code agents. 3000+ integrations. From $49/mo Relevance AI No-code agents for sales, support, research. Free / Paid Rivet Visual AI workflow builder. Drag-and-drop. Free (OSS) FastAgency Deploy multi-agent workflows as APIs. Free (OSS) cstack Architecture pattern for autonomous agents using Claude Cowork, Notion, and MCP. Persistent multi-domain agents with no custom infrastructure or code. Free 💼 Customer Support and CRM Agents Support Agents Agent Description Pricing Intercom Fin Resolves 50%+ tickets. Learns from help center. From $29/seat Zendesk AI Ticket routing, sentiment detection, Answer Bot. From $19/agent Ada Autonomous resolution. Multi-channel. SOP Playbooks. Enterprise Assembled Workforce-aware handoffs. End-to-end resolution. Enterprise Freshdesk Freddy AI Auto-triage, smart routing, predictive analytics. From $15/agent Dixa (Mim) Conversational CRM. AI routing and prioritization. Enterprise AI-Powered CRMs CRM AI Features Pricing Salesforce Einstein + Agentforce Predictions, autonomous agents, ChatGPT integration. Enterprise HubSpot Breeze Copilot, Agents, Intelligence. Agent marketplace. Free / $45+/mo Monday CRM (Lexi) AI sales agent. Lead sourcing, qualification. AI Blocks. From $12/seat Zoho CRM (Zia) Predictive, sentiment, voice commands. From $14/user Pipedrive AI Email gen, deal priority, smart reports. From $14/seat Dynamics 365 Copilot Drafting, summarizing, translating. Power Platform. Enterprise ServiceNow AI Agents Orchestrator across IT, HR, CRM. Enterprise Creatio No-code. Pre-configured agents. From $25/user Salesmate Call summarization, lead qualification. From $23/user Sales and Outreach Agents Agent Description Pricing Clay AI data enrichment. Personalized outreach at scale. From $149/mo Apollo.io AI prospecting, sequences, scoring. 275M+ contacts. Free / $49+/mo Instantly AI cold email. Unlimited accounts. Smart rotation. From $30/mo Overloop CLI AI outbound CLI. Source 450M+ contacts, email + LinkedIn campaigns, conversations. Agent-native JSON output. $69-99/mo Lavender AI email coach. Real-time scoring. Free / $29/mo 📊 Data and Research Agents Deep Research Agent Description Pricing Claude Deep Research Multi-step investigation with citations. Sonnet 5 / Opus 4.6. Claude Pro ChatGPT Deep Research Extended reasoning, web browsing, reports. GPT-5.4. ChatGPT Pro Gemini Deep Research Google Search and Knowledge Graph. Gemini 3.1 Pro. Gemini Advanced Perplexity Pro AI search with deep research mode. Real-time citations. Free / $20/mo DeerFlow ByteDance OSS. Planning, tools, memory, execution. Free (OSS) GPT Researcher OSS autonomous comprehensive research. Free (OSS) STORM Stanford. Writes Wikipedia-like articles from scratch. Free (OSS) Data Analysis Agent Description Pricing AI for Database Connect to any database and interact with it in plain English. No SQL needed — get instant insights, build self-refreshing dashboards, and trigger automated workflows based on database changes. Free / Paid Julius AI Upload CSV/Excel, ask in natural language. Free / Paid Hex AI Collaborative data platform. AI analysis. Free / Paid PandasAI Chat with your data. NL to Pandas/SQL. Free (OSS) Signals CLI Intent signal CLI. LinkedIn engagers, keyword posters, job changers, funding events. JSON output for agent pipelines. Paid TaskWeaver Microsoft. Code-first data analytics agents. Free (OSS) AI for Database Connect to any database in plain English. NL queries, self-refreshing dashboards, automated workflows triggered by data changes. Freemium RAG and Knowledge Bases Tool Description RAGFlow OSS RAG engine with agent capabilities. Lorg — Permanent intelligence archive for AI agents. Structured contributions (prompts, workflows, insights, patterns) pass an automated quality gate and are hash-chained. Trust scores are cryptographically backed and publicly auditable. Works with Claude and ChatGPT. Pathway Live data RAG. Real-time streaming. 50k+ stars. Mem0 Memory layer for agents. Long-term across sessions. Nex Organizational context and memory for AI agents. 60-tool MCP server, 100+ integrations. Chroma OSS embedding database. Fastest way to build RAG. Weaviate OSS vector DB. GraphQL. Multi-modal search. Qdrant High-performance vector DB in Rust. Milvus Cloud-native vector DB. Billion-scale. Pinecone Managed vector DB. Serverless. Low-latency. iGPT Email Intelligence API. Converts email threads into reasoning-ready JSON for agents. 🏠 Local and Self-Hosted AI Local LLM Runners Tool Description Ollama Run LLMs locally. 162k+ stars. Dead simple CLI. llama.cpp C/C++ inference. CPU, GPU, Apple Silicon. Foundation of local AI. vLLM High-throughput serving. PagedAttention. Production-grade. LM Studio Desktop app for local LLMs. Beautiful UI. All platforms. Jan OSS ChatGPT alternative. 100% offline. LocalAI Drop-in OpenAI API replacement. No GPU required. Cerebras Inference Fastest LLM inference. Llama 3.3 70B at 1000+ tok/s. Free tier. Groq Cloud Ultra-fast LPU inference. Mixtral, Llama, Gemma. Free API tier. Fireworks AI Serverless LLM inference. Fine-tuning. RAG. Free credits. Together AI 200+ open models. Fast inference API. Free tier. GPT4All OSS local chat. Consumer hardware. Llamafile LLMs as single files. Zero setup. Mozilla. Self-Hosted Agents and UIs Tool Description Open WebUI Self-hosted ChatGPT UI. Access control. Extensions. OpenClaw Fastest-growing GitHub repo ever (9k to 188k stars in 60 days). Self-hosted agent across WhatsApp, Telegram, Slack, Discord, Signal. 5,700+ community skills. openclaw-starter Fork-and-run template for 24/7 autonomous AI agents. Pre-configured SOUL.md, memory system, KANBAN, heartbeat. Start in 30 minutes. LibreChat Self-hosted multi-model chat. All major providers. LobeChat OSS ChatGPT/Gemini UI. Plugin system. Multi-modal. KinBot Self-hosted AI agent platform. Persistent memory (hybrid search + LLM re-ranking), 23+ providers (including Ollama), plugin store, mini-apps SDK, cron scheduling, 6 messaging channels. SQLite, runs on a Pi. Anything LLM All-in-one AI app. RAG, agents. Desktop + Docker. DB-GPT Data interaction with local LLM. 100% private. 🤖 Multi-Agent Platforms Platform Description Pricing ChatGPT GPTs, Deep Research, Canvas, Agent Mode, vision. GPT-5.4 (monthly updates). Free / $20+/mo Claude Tool use, computer control, MCP, code exec. Chrome, Excel, Cowork. Claude Sonnet 5 / Opus 4.6. Free / $20+/mo Gemini Deep Think, Gems, multi-modal. Gemini 3.1 Pro. 1M tokens. Google ecosystem. Free / $19.99+/mo Grok Real-time X data. Grok 4.20. Multi-agent Society of Mind. Image gen. X Premium+ Meta AI Llama-powered. WhatsApp/Messenger. Manus acquisition. Free TeamHero Open-source multi-agent orchestration with web dashboard, task lifecycle, knowledge base, and autopilot mode. Built on Claude Code. Runs locally. Free (OSS) Microsoft Copilot Office 365 integration. Enterprise. Free / $30/user Coze ByteDance agent builder. Visual workflow. Plugin marketplace. Free / Paid Cursor AI Automated Team 4-role AI team (PM+DEV+OPS+QA) in Cursor IDE. File-based task routing, auto patrol bot. 87 person-days in 17 days. Free / OSS 📡 Protocols and Standards Protocol Description MCP (Model Context Protocol) Anthropic open standard. "USB-C for AI." Donated to Linux Foundation. Industry standard for agent tools. A2A (Agent-to-Agent) Google protocol for inter-agent communication. Horizontal agent collaboration. MCP Gateways Enterprise management layer: auth, routing, observability across MCP+A2A networks. MCP Apps ⭐ New in 2026 — Tools return rich interactive UIs (dashboards, forms) in agent chat. OpenAI Function Calling OpenAI native tool-use. JSON schema. Tool Use (Anthropic) Claude native tool-use. Structured JSON. OpenAPI Industry-standard API spec. Foundation for agent tools. HCS (Hashgraph Consensus Service) Hedera open standards for agent identity (HCS-14 UAIDs), trustless P2P communication (HCS-10), and cross-protocol bridging. 187K+ verified agents. Protocol Tooling Tool Description Agentify CLI to transform OpenAPI specs into 9 agent formats (MCP, AGENTS.md, Claude tools, etc.). npx agentify-cli . 🔍 Observability and Evaluation Context Optimization Tool Description Entroly Context engineering engine. 100% codebase visibility with 78% fewer tokens. Knapsack-optimal selection, SimHash dedup, RL from response quality. Rust engine, <10ms. MCP + HTTP proxy. Tracing and Monitoring Tool Description Langfuse OSS LLM observability. Traces, evals, prompts. LangSmith LangChain platform. Tracing, testing, evaluation. model-watchdog Auto-rollback for AI agent config changes. Monitors health endpoint, reverts config + restarts service on failures. Zero deps. Braintrust Eval-driven development. Experiment tracking. Arize Phoenix OSS AI observability. Traces, evals, embeddings. Helicone OSS LLM observability. One-line integration. model-watchdog Auto-rollback when your AI agent config breaks it. Zero deps, single Python file. Probes health endpoint, reverts config on failure. Weights and Biases Weave Trace and evaluate LLM apps. Benchmarks Benchmark Description SWE-bench Industry standard for coding agents. Top: 80.9% (Claude Opus 4.6). AgentBench 8-environment LLM agent benchmark. Terminal-Bench Terminal agent performance. GPT-5.4 leads at 77.3%. ARC-AGI-2 ⭐ New frontier benchmark. Gemini 3.1 Pro leads. GAIA General AI Assistant. Real-world tasks. WebArena Web agent benchmark. Real websites. 🧠 Open-Source Models for Agents Model Org Params Highlights Llama 4 Meta 109B-400B Scout (10M ctx). Maverick (1M ctx). Strong tool use. Open-weight. Qwen3.6-Plus Alibaba Various ⭐ NEW (Apr 2026) Agentic focus. 1M ctx. Repo-level coding. MCP-native. Qwen3.5-Omni Alibaba 397B MoE Native multimodal. Text, image, audio. DeepSeek V3/R1 DeepSeek 671B MoE 68x cheaper. Strong reasoning. V4 Lite in preview. Gemma 4 Google 2B-31B ⭐ NEW (Apr 2026) Consumer/IoT optimized. E2B, E4B variants. GLM-4 Zhipu 744B MoE Lowest hallucination rate. 77.8% SWE-bench. Mistral Large Mistral Various Function calling, JSON mode. European. Command R+ Cohere 104B RAG and enterprise tool use optimized. Phi-4 Microsoft 14B Small but mighty. On-device agents. 🛡 AI Safety and Guardrails Tool Description Guardrails AI Structural, type, quality guarantees for LLM outputs. NeMo Guardrails NVIDIA. Programmable conversation guardrails. LLM Guard Security toolkit. Input/output scanning. Rebuff Prompt injection detection. Lakera Guard Real-time protection. Prompt injection, data leakage, toxicity. OWASP Top 10 for Agentic Apps ⭐ 2026 Framework Goal hijacking, tool misuse, cascading failure mitigations. ⚖️ AI Governance and Compliance ⭐ New section — EU AI Act full obligations take effect August 2, 2026 . Organizations deploying agents must comply. Tool / Resource Description Credo AI End-to-end AI governance. EU AI Act policy packs. Model inventory. IBM watsonx.governance Enterprise AI risk, compliance, and model monitoring. OneTrust AI Governance Risk classification, consent, and compliance workflows. Microsoft Agent Governance Toolkit Runtime policy enforcement and guardrails for Azure agents. Bifrost Real-time security enforcement in agent pipelines. AuditOne Automated risk assessments and audit-ready documentation. EU AI Act (Official) Official EU AI regulatory framework. Risk tiers: Unacceptable, High-Risk, Limited, Minimal. NIST AI RMF US framework. Govern, Map, Measure, Manage. 🔐 Cybersecurity Agents Agent Description CAI AI pentesting, vuln discovery, red teaming. HITL. YAWNING TITAN Graph-based cybersecurity simulation. PentestGPT GPT-powered pentesting. Automated reasoning. Microsoft Security Copilot Enterprise threat detection, incident response. CrowdStrike Charlotte AI AI security analyst. Threat hunting. Prism Scanner OSS security scanner for AI agent skills/plugins/MCP servers. Pre-install taint tracking, post-uninstall residue detection. 🏥 Healthcare and Therapy Agents Agent Description Pricing CittaVerse 一念万相 AI-assisted reminiscence therapy for elderly cognitive training. Narrative quality scoring (v0.7), life story book generation. Chinese + English. Research pilot Woebot CBT-based mental health chatbot. FDA-cleared. Stanford-validated. Retiring June 2025. Free / B2B Wysa AI mental health companion. CBT, DBT, meditation. NHS-approved. Anonymous by design. Free / $74.99/yr Youper Emotional health assistant. CBT + ACT. Mood tracking. Stanford-tested clinically effective. 7-day trial / $69.99/yr Sanvello CBT tools, mood tracking, coaching. Insurance-covered. Free / Premium Talkspace AI AI-assisted therapy matching. Human therapist backup. Subscription Tess by X2AI SMS-based therapy coach. CBT + integrative therapies. Clinically validated (-28% depression, -18% anxiety). 85% users feel better. Free (via employer/school) Elomia AI therapy chatbot. Clinician-designed, natural conversation. 85% feel better after chat. Anonymous, no data collection. 3-day trial / ~$7-10/mo Replika AI companion friend. Rogersian support, open-ended chat. Memory function, mood tracking. Best for loneliness/social anxiety. Free / $14.99/mo Pro Headspace Health Meditation + mental health. CBT-based courses, sleep, stress. Clinical partnerships. Free / $12.99/mo Akili Interactive FDA-cleared cognitive training. Video game-based digital medicine for ADHD. Neuroplasticity-focused. Prescription only Ginger On-demand mental healthcare. AI coaching + live therapists. CBT, DBT, mindfulness. Employer-sponsored. Free (via employer) / $99/mo 📚 Learning Resources Courses and Tutorials DeepLearning.AI Agent Courses - Free courses with LangChain, CrewAI, AutoGen HuggingFace Agents Course - Open-source agent dev course LangGraph Academy - Official LangGraph path Anthropic Cookbook - Claude agent recipes Microsoft GenAI for Beginners - 21-lesson course OpenAI Cookbook - Practical API guides Google ADK Documentation - ⭐ Official Google Agent Development Kit docs Key Papers ReAct - Foundation for modern agents (reasoning + acting) Toolformer - Teaching LLMs to use tools Voyager - Open-ended embodied agent in Minecraft Generative Agents - Stanford simulacra of human behavior Self-Refine - Iterative self-refinement Tree of Thoughts - Deliberate problem solving HuggingGPT - LLM task planning + specialist models MRKL Systems - Neuro-symbolic agent architecture Books Building LLM Apps (O'Reilly) - Practical LLM application development AI Agents in Action (Manning) - Production-ready AI agents AI Engineering (Chip Huyen) - AI systems design and deployment 📰 Newsletters and Communities Resource Description Awesome Agents Newsletter Weekly tools + reviews aibtc.news Bitcoin-focused agent news platform with bounties and classifieds. Latent Space AI engineering podcast (Swyx + Alessio) The Rundown AI Daily digest (600k+ subs) Ben's Bites Daily AI with builder focus State of Agent Engineering Annual report (1,300+ surveyed) r/LangChain Agent developer community r/ClaudeAI Claude community r/LocalLLaMA Self-hosted LLM community 📈 Market Stats 2026 Market size: $10.91B in 2026, projected $52.63B by 2030 (46.3% CAGR) Production: 57% of orgs have agents in production (LangChain) Dev adoption: 85% of devs use AI coding tools regularly Top uses: Customer service (26.5%), Research (24.4%), Workflow automation (18%) Top barrier: Quality (32%), Latency (20%) Coding market: $4B. Cursor + Copilot + Claude Code = 70%+ share Fastest repo: OpenClaw (9k to 188k stars in 60 days) Model velocity: Frontier models now updated every 2–4 weeks (GPT-5.x monthly cycle) Context windows: 1M tokens now standard for all frontier models EU AI Act: Full obligations for high-risk AI systems effective August 2, 2026 MCP adoption: Donated to Linux Foundation; adopted by Anthropic, OpenAI, Microsoft, Google 🗓 April 2026 Highlights Claude Sonnet 5 released April 1 — top coding+reasoning performance Gemma 4 released April 2 — Google's efficient open models (2B–31B) for consumer/IoT Qwen3.6-Plus released April 1 — Alibaba's agentic flagship with 1M ctx Gemini CLI released — Google's open-source terminal agent (Apache 2.0) Veo 3.1 Lite released — affordable video gen API for developers Kling 3.0 (Feb 2026) — cinematic realism, native audio, character consistency Grok 4.20 current xAI flagship — multi-agent "Society of Mind" architecture XVARY Stock Research XVARY Stock Research — Claude Code skill for public SEC EDGAR + market data: /analyze , /score , /compare . MIT. Contributing Contributions welcome! Read CONTRIBUTING.md first. Fork this repo Add your resource in the right section Submit a PR with description Looking for: new tools (2025-2026), corrections, new categories, translations. Star ⭐ and share if this helped! Share on X · Share on LinkedIn April 2026 · 340+ resources · Made with love by the community