feat: launch awesome-ai-agents-2026 🤖

The most comprehensive curated list of AI agents, frameworks, and tools for 2026. 300+ resources across 20+ categories — coding agents, frameworks, voice AI, creative tools, self-hosted solutions, protocols, and more. Updated monthly. Contributions welcome. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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 # Contributing to Awesome AI Agents 2026
 Thanks for your interest in contributing! This list aims to be the most comprehensive and up-to-date resource for the AI agents ecosystem.
 ## Guidelines
 ### What belongs here
 - AI agents, frameworks, platforms, and tools from 2025-2026
 - Tools that are publicly available (released, beta, or open-source)
 - Resources that are actively maintained
 ### What doesn't belong
 - Abandoned projects (no updates in 6+ months)
 - Purely theoretical / research-only projects without usable code
 - Duplicate entries or very minor forks
 ### Format
 Please follow the existing table format:
 ```markdown
 | [Name](https://link.com) | Brief description (1-2 sentences). | Pricing info | ![Stars](badge-url) |
 ```
 ### Process
 1. Fork the repo
 2. Create a branch: `git checkout -b add-tool-name`
 3. Add your entry in the appropriate section
 4. Ensure links work and descriptions are accurate
 5. Submit a PR
 ### PR Requirements
 - [ ] Entry is in alphabetical order within its section
 - [ ] Link is valid and points to official source
 - [ ] Description is concise and factual
 - [ ] Pricing info is current
 - [ ] No promotional language
 ## Updating Existing Entries
 If you notice outdated information (pricing changes, new features, project status), please submit a PR with corrections.
 ## Suggesting New Categories
 Open an issue first to discuss new category proposals before submitting a PR.
 ## Code of Conduct
 Be respectful and constructive. We're all here to build a useful resource for the community.
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 <!--lint disable awesome-heading awesome-github awesome-toc -->
 <div align="center">
  <img src="assets/banner.svg" alt="Awesome AI Agents 2026" width="800">
  <br><br>
  [![Awesome](https://awesome.re/badge-flat2.svg)](https://awesome.re)
  [![Stars](https://img.shields.io/github/stars/caramaschiHG/awesome-ai-agents-2026?style=flat-square&color=yellow)](https://github.com/caramaschiHG/awesome-ai-agents-2026/stargazers)
  [![Last Update](https://img.shields.io/badge/last%20update-March%202026-blue?style=flat-square)]()
  [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)
  [![License: CC0-1.0](https://img.shields.io/badge/License-CC0_1.0-lightgrey.svg?style=flat-square)](http://creativecommons.org/publicdomain/zero/1.0/)
  <h3>The most comprehensive list of AI agents, frameworks, and tools in 2026.</h3>
  <h4>300+ resources across 20+ categories.</h4>
  <br>
  <a href="#-coding-agents">Coding</a> · <a href="#-agent-frameworks">Frameworks</a> · <a href="#-browser--desktop-agents">Browser</a> · <a href="#-voice-agents">Voice</a> · <a href="#-creative-ai">Creative</a> · <a href="#-task--workflow-agents">Workflow</a> · <a href="#-customer-support--crm-agents">CRM</a> · <a href="#-data--research-agents">Research</a> · <a href="#-local--self-hosted-ai">Self-Hosted</a> · <a href="#-protocols--standards">Protocols</a>
 </div>
 ---
 > **300+ tools. 20+ categories. Updated monthly.** Star to stay updated. [Contributions welcome!](#contributing)
 ---
 ## Contents
 - [Coding Agents](#-coding-agents) — IDE, Terminal, Autonomous, Code Review, App Builders
 - [Agent Frameworks](#-agent-frameworks) — General, Multi-Agent, Lightweight
 - [Browser and Desktop Agents](#-browser--desktop-agents) — Consumer, Infrastructure
 - [Voice Agents](#-voice-agents) — Platforms, Open-Source
 - [Creative AI](#-creative-ai) — Image, Video, Music, 3D
 - [Task and Workflow Agents](#-task--workflow-agents) — Automation, No-Code Builders
 - [Customer Support and CRM Agents](#-customer-support--crm-agents)
 - [Data and Research Agents](#-data--research-agents) — Deep Research, Data Analysis, RAG
 - [Local and Self-Hosted AI](#-local--self-hosted-ai) — LLM Runners, Self-Hosted UIs
 - [Multi-Agent Platforms](#-multi-agent-platforms)
 - [Protocols and Standards](#-protocols--standards)
 - [Observability and Evaluation](#-observability--evaluation)
 - [Open-Source Models for Agents](#-open-source-models-for-agents)
 - [AI Safety and Guardrails](#-ai-safety--guardrails)
 - [Cybersecurity Agents](#-cybersecurity-agents)
 - [Learning Resources](#-learning-resources)
 - [Newsletters and Communities](#-newsletters--communities)
 - [Market Stats 2026](#-market-stats-2026)
 ---
 ## 🖥 Coding Agents
 ### IDE-Native Agents
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Cursor](https://cursor.com) | VS Code fork. Composer mode for multi-file edits. Claude, GPT, Gemini. $29.3B valuation. | Free / $20/mo |
 | [GitHub Copilot](https://github.com/features/copilot) | Agent Mode in VS Code. Copilot Workspace issue-to-PR. Multi-model (Claude, GPT-5, Gemini 3). | $10/mo / $39/mo Pro+ |
 | [Windsurf (Codeium)](https://windsurf.com) | Cascade agentic mode. Project-level memory. 5 parallel agents. | Free / $15/mo |
 | [JetBrains AI](https://www.jetbrains.com/ai/) | Deep integration across all JetBrains IDEs. Context-aware completions. | Included with IDE |
 | [Amazon Q Developer](https://aws.amazon.com/q/developer/) | AWS-native. Lambda, CloudWatch, infrastructure, security scanning. | Free / $19/mo |
 | [Tabnine](https://www.tabnine.com/) | Privacy-first. On-premise option. Fine-tuned on your codebase. | Free / $12/mo |
 | [Sourcegraph Cody](https://sourcegraph.com/cody) | Excels at large codebases. Enterprise context engine. | Free / $9/mo |
 | [Google Antigravity](https://idx.google.com) | Free Claude Opus 4.5 access. Learning-focused. | Free |
 ### Terminal and CLI Agents
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Claude Code](https://docs.anthropic.com/en/docs/claude-code) | Anthropic CLI agent. Best reasoning. 80.9% SWE-bench. Agent Teams. | $20/mo+ API |
 | [OpenAI Codex CLI](https://github.com/openai/codex) | OpenAI terminal agent. Agents SDK. Multi-agent. | ChatGPT sub |
 | [Aider](https://github.com/paul-gauthier/aider) | OSS pair programmer. Git-aware. Any LLM. | Free + API |
 | [Cline](https://github.com/cline/cline) | VS Code extension. Full terminal and browser access for Claude/GPT. | Free + API |
 | [RooCode](https://github.com/RooVetGit/Roo-Code) | Cline fork. Structured modes. Reduced hallucinations. | Free + API |
 | [Kilo Code](https://kilocode.ai) | Emerging. Structured modes. Tighter context. | Free + API |
 | [OpenCode](https://github.com/opencode-ai/opencode) | BYOK terminal agent for Cursor refugees. | Free + API |
 ### Autonomous Software Engineers
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Devin](https://devin.ai) | Cognition. Fully autonomous. Sandboxed cloud env. Devin 2.0 with Interactive Planning. | $20/mo + ACU |
 | [Copilot Workspace](https://githubnext.com/projects/copilot-workspace) | GitHub issue-to-PR agent. | Copilot sub |
 | [SWE-Agent](https://github.com/princeton-nlp/SWE-agent) | Princeton. Resolves real GitHub issues autonomously. | Free (OSS) |
 | [OpenHands](https://github.com/All-Hands-AI/OpenHands) | OSS autonomous software engineer (ex-OpenDevin). | Free (OSS) |
 | [Grok Build (xAI)](https://x.ai) | 8 parallel agents for code gen. | xAI sub |
 | [Kiro](https://kiro.dev) | Spec-driven development. DevOps automation. | Beta |
 ### Code Review and Security
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Qodo](https://www.qodo.ai/) | AI code review. Context-aware PR validation. | Free / Enterprise |
 | [CodeRabbit](https://coderabbit.ai/) | AI PR reviewer. Inline suggestions, security. | Free OSS / $15/mo |
 | [Snyk Code](https://snyk.io/) | AI security scanner. Real-time vuln detection. | Free / Enterprise |
 | [PR-Agent](https://github.com/Codium-ai/pr-agent) | OSS AI PR reviewer. Auto-describe, review, improve. | Free (OSS) |
 ### App Builders (Prompt-to-App)
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Bolt.new](https://bolt.new) | Prompt to full-stack web app in browser. | Free / Paid |
 | [Lovable](https://lovable.dev) | Describe then build then deploy from chat. | Free / $20/mo |
 | [v0 (Vercel)](https://v0.dev) | Prompt to React/Tailwind components. | Free / Pro |
 | [Replit Agent](https://replit.com) | Full-stack from prompt. Auto-deploys. | Free / $25/mo |
 | [PlayCode Agent](https://playcode.io) | Browser-based. English to websites. | $9.99/mo |
 | [Dyad](https://github.com/dyad-sh/dyad) | OSS. Local-first. No-code app builder. | Free (OSS) |
 ---
 ## 🧱 Agent Frameworks
 ### General Purpose
 | Framework | Lang | Description |
 |-----------|------|-------------|
 | [LangChain](https://github.com/langchain-ai/langchain) | Py/JS | Most adopted. Modular architecture, memory, tools. |
 | [LangGraph](https://github.com/langchain-ai/langgraph) | Py/JS | Graph-based orchestration. Stateful directed graphs. |
 | [LlamaIndex](https://github.com/run-llama/llama_index) | Py/JS | Data-focused. Best for RAG agents. |
 | [Haystack](https://github.com/deepset-ai/haystack) | Py | Pipeline-based. Search and retrieval. |
 | [Semantic Kernel](https://github.com/microsoft/semantic-kernel) | C#/Py/Java | Microsoft enterprise. Azure integration. |
 | [Pydantic AI](https://github.com/pydantic/pydantic-ai) | Py | Type-safe. Clean Pythonic API. Production-ready. |
 | [DSPy](https://github.com/stanfordnlp/dspy) | Py | Stanford. Programming not prompting. Auto-optimizes. |
 | [Mastra](https://github.com/mastra-ai/mastra) | TS | TypeScript-first. Observational Memory. Apache 2.0. |
 | [Anthropic SDK](https://github.com/anthropics/anthropic-sdk-python) | Py/TS | Official Claude SDK. Tool use, computer control, streaming. |
 ### Multi-Agent Orchestration
 | Framework | Lang | Description |
 |-----------|------|-------------|
 | [AutoGen](https://github.com/microsoft/autogen) | Py | Microsoft multi-agent conversations. |
 | [CrewAI](https://github.com/crewAIInc/crewAI) | Py | Role-based crew members with goals and tools. |
 | [MetaGPT](https://github.com/geekan/MetaGPT) | Py | PM, architect, engineer roles. Software company sim. |
 | [OpenAI Agents SDK](https://github.com/openai/openai-agents-python) | Py | Official. Multi-step agents with handoffs. |
 | [Google ADK](https://github.com/google/adk-python) | Py | Native Gemini. Multi-agent orchestration. |
 | [Strands Agents](https://github.com/strands-agents/sdk-python) | Py | AWS-backed. Model-driven tool use. |
 | [CAMEL](https://github.com/camel-ai/camel) | Py | Role-based simulation. Collaborative reasoning. |
 | [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | Py | Pioneer. Now full platform with visual builder. |
 | [AgentScope](https://github.com/modelscope/agentscope) | Py | Alibaba multi-agent framework. |
 | [DeerFlow](https://github.com/bytedance/deer-flow) | Py | ByteDance. No.1 GitHub Trending Feb 2026. 25k+ stars. |
 ### Lightweight / Minimalist
 | Framework | Lang | Description |
 |-----------|------|-------------|
 | [Smolagents](https://github.com/huggingface/smolagents) | Py | HuggingFace minimal agents. ~1000 lines. |
 | [Agno](https://github.com/agno-agi/agno) | Py | Lightweight, model-agnostic. |
 | [Upsonic](https://github.com/upsonic/upsonic) | Py | MCP support. Minimal setup. |
 | [Portia AI](https://github.com/portia-ai/portia-sdk-python) | Py | Reliable agents in production. |
 | [MicroAgent](https://github.com/aymenfurter/microagent) | Py | Self-editing prompts and code. |
 ---
 ## 🌐 Browser and Desktop Agents
 ### Consumer Products
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [OpenAI Operator](https://operator.chatgpt.com) | ChatGPT autonomous web agent. Human checkpoints. CUA tech. | ChatGPT Pro |
 | [Manus (Meta)](https://manus.im) | Autonomous digital employee. Browser Operator extension. Acquired by Meta. | Free / Paid |
 | [Claude Computer Use](https://docs.anthropic.com/en/docs/agents-and-tools/computer-use) | Anthropic desktop/browser control via screenshots. | API |
 | [Claude in Chrome](https://claude.ai) | Anthropic browsing agent. Beta. | Claude sub |
 | [Google Project Mariner](https://deepmind.google/technologies/project-mariner/) | Gemini browser agent. Multi-tasking. | Waitlist |
 | [OpenAI Atlas](https://atlas.openai.com) | AI browser with Agent Mode. | ChatGPT sub |
 | [Dia Browser](https://diabrowser.com) | AI-native browser (Atlassian/Browser Company). | Beta |
 | [Fellou](https://fellou.ai) | Transparent. Visual workflow editing. Agentic memory. | Beta |
 | [Genspark](https://genspark.ai) | 169+ on-device models. No internet required. | Free / Paid |
 ### Developer Infrastructure
 | Tool | Description |
 |------|-------------|
 | [Browser Use](https://github.com/browser-use/browser-use) | OSS browser agent library. Used by Manus. |
 | [Skyvern](https://github.com/Skyvern-AI/skyvern) | Vision-driven. GPT-4V navigation without coded selectors. |
 | [Agent S2 (Simular)](https://github.com/simular-ai/Agent-S) | OSS GUI automation framework. |
 | [MultiOn](https://multion.ai) | Reliable web automation API. CAPTCHA handling. |
 | [Browserbase](https://browserbase.com) | Cloud browser infra for agents. Headless at scale. |
 | [Airtop](https://airtop.ai) | Enterprise browser automation. AI integration. |
 | [Amazon Nova Act](https://aws.amazon.com/ai/nova/) | AWS browser automation. Enterprise reliability. |
 | [Playwright MCP](https://github.com/microsoft/playwright-mcp) | MCP server for Playwright + AI agents. |
 ---
 ## 🎙 Voice Agents
 ### Platforms and APIs
 | Platform | Description | Pricing |
 |----------|-------------|---------|
 | [ElevenLabs](https://elevenlabs.io) | Industry benchmark. Conv AI 2.0. RAG, multimodal, batch calling. 75ms. HIPAA. $11B. | Free / $5+/mo |
 | [Vapi](https://vapi.ai) | Developer-first. Low-latency, model-agnostic. | Usage-based |
 | [Bland AI](https://bland.ai) | Outbound call automation. CRM integration. SOC2/HIPAA. | Usage-based |
 | [Voiceflow](https://voiceflow.com) | No-code voice and chat builder. Drag-and-drop. | Free / $50+/mo |
 | [Synthflow](https://synthflow.ai) | No-code voice agents for SMBs. Templates. | From $29/mo |
 | [PolyAI](https://poly.ai) | Enterprise. Natural multi-turn. Hospitality/retail. | Enterprise |
 | [Retell AI](https://retellai.com) | Human-like voice agents. Multi-language. Telephony. | Usage-based |
 | [HeyGen](https://heygen.com) | Talking avatars. Voice cloning. Lip-sync translation. | From $24/mo |
 | [Synthesia](https://synthesia.io) | AI video avatars. 120+ languages. Enterprise. | From $22/mo |
 | [Deepgram](https://deepgram.com) | STT and TTS APIs. Sub-300ms latency. | Usage-based |
 | [AssemblyAI](https://assemblyai.com) | STT with diarization, sentiment, summarization. | Usage-based |
 ### Open-Source Voice
 | Tool | Description |
 |------|-------------|
 | [LiveKit Agents](https://github.com/livekit/agents) | OSS real-time voice/video AI agents. |
 | [Rasa](https://github.com/RasaHQ/rasa) | OSS conversational AI. Self-hosted. NLU training. |
 | [Pipecat](https://github.com/pipecat-ai/pipecat) | OSS voice and multimodal conversational AI. |
 | [Vocode](https://github.com/vocodedev/vocode-python) | OSS voice-based LLM agents. |
 ---
 ## 🎨 Creative AI
 ### Image Generation
 | Tool | Description | Pricing |
 |------|-------------|---------|
 | [Midjourney v7](https://midjourney.com) | Best artistic quality. Unmatched aesthetics. Discord + web. | From $10/mo |
 | [DALL-E 3.5](https://openai.com/dall-e) | Best prompt comprehension. 95% text accuracy. ChatGPT. | ChatGPT Plus |
 | [FLUX 2](https://blackforestlabs.ai) | Open-weight. Best photorealism. 4K. 6x speed. | Free / API |
 | [Stable Diffusion 3.5](https://stability.ai) | Open-source. ControlNet, LoRAs, ComfyUI ecosystem. | Free (OSS) |
 | [Adobe Firefly 3](https://firefly.adobe.com) | Licensed data only. Commercial indemnification. Photoshop. | Adobe CC |
 | [Google Imagen 4](https://deepmind.google) | State-of-art photorealism. API via AI Studio. | API |
 | [Ideogram v3](https://ideogram.ai) | Best text-in-image. Zero spelling errors. Logos/posters. | Free / $7+/mo |
 | [Leonardo AI](https://leonardo.ai) | Multi-model. Realtime Canvas. 3D gaming assets. Canva-owned. | Free / $12+/mo |
 | [Recraft](https://recraft.ai) | Design-focused. Vector art, brand consistency. | Free / Paid |
 ### Video Generation
 | Tool | Description | Pricing |
 |------|-------------|---------|
 | [Sora 2](https://sora.com) | Best narrative coherence. Physics realism. 25s. 1080p. | $20+/mo |
 | [Google Veo 3.1](https://deepmind.google) | Best cinematic. Native audio. 4K. Vertex AI. | API |
 | [Runway Gen-4.5](https://runwayml.com) | No.1 benchmark. Motion Brush, Director Mode. Best editing. | From $12/mo |
 | [Kling 3.0](https://klingai.com) | Best value. 4K, 2min, native audio. $0.029/sec API. | Free / $6.99+/mo |
 | [Seedance 2.0](https://seedance.ai) | Quad-modal input. Lip sync. 2K resolution. | Free credits |
 | [Pika 2.5](https://pika.art) | Beginner-friendly. Pikaswaps. Fast renders. | Free / $8+/mo |
 | [Luma Dream Machine](https://lumalabs.ai) | 4K HDR. Physics simulation. 3D/cinematic. | From $7.99/mo |
 | [HaiLuo AI](https://hailuoai.video) | Budget video. 10 free/day. MiniMax. | Free / $4.99+/mo |
 | [Wan 2.1](https://github.com/Wan-Video/Wan2.1) | Best free OSS video gen. Self-hostable. No limits. | Free (OSS) |
 | [HunyuanVideo](https://github.com/Tencent/HunyuanVideo) | Tencent OSS. Consumer GPU. Multi-style. | Free (OSS) |
 | [LTX Video](https://github.com/Lightricks/LTX-Video) | OSS. Licensed data. Clear commercial terms. | Free (OSS) |
 ### Music and Audio
 | Tool | Description | Pricing |
 |------|-------------|---------|
 | [Suno](https://suno.ai) | Text-to-song. Full tracks with vocals. Viral hit maker. | Free / $8+/mo |
 | [Udio](https://udio.com) | High-fidelity music gen. Fine control. | Free / $10+/mo |
 | [ElevenLabs Music](https://elevenlabs.io) | Vocals, instrumentals. Sectional editing. Stem separation. | Plan included |
 | [Stable Audio](https://stableaudio.com) | High-quality. Commercial license. | Free / Paid |
 | [Meta AudioCraft](https://github.com/facebookresearch/audiocraft) | OSS. MusicGen + AudioGen. | Free (OSS) |
 ### 3D and Design
 | Tool | Description | Pricing |
 |------|-------------|---------|
 | [Meshy](https://meshy.ai) | Text/image to 3D. Game assets, products. | Free / Paid |
 | [Tripo AI](https://tripo3d.ai) | Fast 3D from text/images. Multi-format export. | Free / Paid |
 | [Vizcom](https://vizcom.ai) | Real-time AI rendering for industrial designers. | From $20/mo |
 ---
 ## ⚡ Task and Workflow Agents
 ### Automation
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [n8n](https://github.com/n8n-io/n8n) | OSS workflow automation with AI agent nodes. Visual + code. | Free / Cloud |
 | [Zapier AI](https://zapier.com/ai) | 7000+ apps. Natural language workflows. | From $19.99/mo |
 | [Make](https://make.com) | Visual workflow platform. AI capabilities. | Free / Paid |
 | [Activepieces](https://github.com/activepieces/activepieces) | OSS Zapier alternative with AI. | Free (OSS) |
 | [Temporal](https://github.com/temporalio/temporal) | Durable execution for long-running agent workflows. | Free / Cloud |
 ### No-Code Agent Builders
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Dify](https://github.com/langgenius/dify) | OSS LLMOps. Visual agent builder. RAG. 130k+ stars. | Free / Cloud |
 | [Flowise](https://github.com/FlowiseAI/Flowise) | OSS drag-and-drop LLM agent builder. | Free (OSS) |
 | [Langflow](https://github.com/langflow-ai/langflow) | Visual multi-agent and RAG builder. | Free / Cloud |
 | [Lindy](https://lindy.ai) | No-code agents. 3000+ integrations. | From $49/mo |
 | [Relevance AI](https://relevanceai.com) | No-code agents for sales, support, research. | Free / Paid |
 | [Rivet](https://rivet.ironcladapp.com) | Visual AI workflow builder. Drag-and-drop. | Free (OSS) |
 | [FastAgency](https://github.com/airtai/fastagency) | Deploy multi-agent workflows as APIs. | Free (OSS) |
 ---
 ## 💼 Customer Support and CRM Agents
 ### Support Agents
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Intercom Fin](https://intercom.com) | Resolves 50%+ tickets. Learns from help center. | From $29/seat |
 | [Zendesk AI](https://zendesk.com) | Ticket routing, sentiment detection, Answer Bot. | From $19/agent |
 | [Ada](https://ada.cx) | Autonomous resolution. Multi-channel. SOP Playbooks. | Enterprise |
 | [Assembled](https://assembled.com) | Workforce-aware handoffs. End-to-end resolution. | Enterprise |
 | [Freshdesk Freddy AI](https://freshworks.com) | Auto-triage, smart routing, predictive analytics. | From $15/agent |
 | [Dixa (Mim)](https://dixa.com) | Conversational CRM. AI routing and prioritization. | Enterprise |
 ### AI-Powered CRMs
 | CRM | AI Features | Pricing |
 |-----|-------------|---------|
 | [Salesforce Einstein + Agentforce](https://salesforce.com) | Predictions, autonomous agents, ChatGPT integration. | Enterprise |
 | [HubSpot Breeze](https://hubspot.com) | Copilot, Agents, Intelligence. Agent marketplace. | Free / $45+/mo |
 | [Monday CRM (Lexi)](https://monday.com) | AI sales agent. Lead sourcing, qualification. AI Blocks. | From $12/seat |
 | [Zoho CRM (Zia)](https://zoho.com/crm) | Predictive, sentiment, voice commands. | From $14/user |
 | [Pipedrive AI](https://pipedrive.com) | Email gen, deal priority, smart reports. | From $14/seat |
 | [Dynamics 365 Copilot](https://dynamics.microsoft.com) | Drafting, summarizing, translating. Power Platform. | Enterprise |
 | [ServiceNow AI Agents](https://servicenow.com) | Orchestrator across IT, HR, CRM. | Enterprise |
 | [Creatio](https://creatio.com) | No-code. Pre-configured agents. | From $25/user |
 | [Salesmate](https://salesmate.io) | Call summarization, lead qualification. | From $23/user |
 ### Sales and Outreach Agents
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Clay](https://clay.com) | AI data enrichment. Personalized outreach at scale. | From $149/mo |
 | [Apollo.io](https://apollo.io) | AI prospecting, sequences, scoring. 275M+ contacts. | Free / $49+/mo |
 | [Instantly](https://instantly.ai) | AI cold email. Unlimited accounts. Smart rotation. | From $30/mo |
 | [Lavender](https://lavender.ai) | AI email coach. Real-time scoring. | Free / $29/mo |
 ---
 ## 📊 Data and Research Agents
 ### Deep Research
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Claude Deep Research](https://claude.ai) | Multi-step investigation with citations. | Claude Pro |
 | [ChatGPT Deep Research](https://chat.openai.com) | Extended reasoning, web browsing, reports. | ChatGPT Pro |
 | [Gemini Deep Research](https://gemini.google.com) | Google Search and Knowledge Graph. | Gemini Advanced |
 | [Perplexity Pro](https://perplexity.ai) | AI search with deep research mode. Real-time citations. | Free / $20/mo |
 | [DeerFlow](https://github.com/bytedance/deer-flow) | ByteDance OSS. Planning, tools, memory, execution. | Free (OSS) |
 | [GPT Researcher](https://github.com/assafelovic/gpt-researcher) | OSS autonomous comprehensive research. | Free (OSS) |
 | [STORM](https://github.com/stanford-oval/storm) | Stanford. Writes Wikipedia-like articles from scratch. | Free (OSS) |
 ### Data Analysis
 | Agent | Description | Pricing |
 |-------|-------------|---------|
 | [Julius AI](https://julius.ai) | Upload CSV/Excel, ask in natural language. | Free / Paid |
 | [Hex AI](https://hex.tech) | Collaborative data platform. AI analysis. | Free / Paid |
 | [PandasAI](https://github.com/Sinaptik-AI/pandas-ai) | Chat with your data. NL to Pandas/SQL. | Free (OSS) |
 | [TaskWeaver](https://github.com/microsoft/TaskWeaver) | Microsoft. Code-first data analytics agents. | Free (OSS) |
 ### RAG and Knowledge Bases
 | Tool | Description |
 |------|-------------|
 | [RAGFlow](https://github.com/infiniflow/ragflow) | OSS RAG engine with agent capabilities. |
 | [Pathway](https://github.com/pathwaycom/pathway) | Live data RAG. Real-time streaming. 50k+ stars. |
 | [Mem0](https://github.com/mem0ai/mem0) | Memory layer for agents. Long-term across sessions. |
 | [Chroma](https://github.com/chroma-core/chroma) | OSS embedding database. Fastest way to build RAG. |
 | [Weaviate](https://github.com/weaviate/weaviate) | OSS vector DB. GraphQL. Multi-modal search. |
 | [Qdrant](https://github.com/qdrant/qdrant) | High-performance vector DB in Rust. |
 | [Milvus](https://github.com/milvus-io/milvus) | Cloud-native vector DB. Billion-scale. |
 | [Pinecone](https://pinecone.io) | Managed vector DB. Serverless. Low-latency. |
 ---
 ## 🏠 Local and Self-Hosted AI
 ### Local LLM Runners
 | Tool | Description |
 |------|-------------|
 | [Ollama](https://github.com/ollama/ollama) | Run LLMs locally. 162k+ stars. Dead simple CLI. |
 | [llama.cpp](https://github.com/ggml-org/llama.cpp) | C/C++ inference. CPU, GPU, Apple Silicon. Foundation of local AI. |
 | [vLLM](https://github.com/vllm-project/vllm) | High-throughput serving. PagedAttention. Production-grade. |
 | [LM Studio](https://lmstudio.ai) | Desktop app for local LLMs. Beautiful UI. All platforms. |
 | [Jan](https://github.com/janhq/jan) | OSS ChatGPT alternative. 100% offline. |
 | [LocalAI](https://github.com/mudler/LocalAI) | Drop-in OpenAI API replacement. No GPU required. |
 | [GPT4All](https://github.com/nomic-ai/gpt4all) | OSS local chat. Consumer hardware. |
 | [Llamafile](https://github.com/Mozilla-Ocho/llamafile) | LLMs as single files. Zero setup. Mozilla. |
 ### Self-Hosted Agents and UIs
 | Tool | Description |
 |------|-------------|
 | [Open WebUI](https://github.com/open-webui/open-webui) | Self-hosted ChatGPT UI. Access control. Extensions. |
 | [OpenClaw](https://github.com/openclaw/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. |
 | [LibreChat](https://github.com/danny-avila/LibreChat) | Self-hosted multi-model chat. All major providers. |
 | [LobeChat](https://github.com/lobehub/lobe-chat) | OSS ChatGPT/Gemini UI. Plugin system. Multi-modal. |
 | [Anything LLM](https://github.com/Mintplex-Labs/anything-llm) | All-in-one AI app. RAG, agents. Desktop + Docker. |
 | [DB-GPT](https://github.com/eosphoros-ai/DB-GPT) | Data interaction with local LLM. 100% private. |
 ---
 ## 🤖 Multi-Agent Platforms
 | Platform | Description | Pricing |
 |----------|-------------|---------|
 | [ChatGPT](https://chat.openai.com) | GPTs, Deep Research, Canvas, Agent Mode, vision. GPT-5. | Free / $20+/mo |
 | [Claude](https://claude.ai) | Tool use, computer control, MCP, code exec. Chrome, Excel, Cowork. | Free / $20+/mo |
 | [Gemini](https://gemini.google.com) | Deep Think, Gems, multi-modal. 1M tokens. Google ecosystem. | Free / $19.99+/mo |
 | [Grok](https://x.ai) | Real-time X data. Grok Build. Image gen. | X Premium+ |
 | [Meta AI](https://meta.ai) | Llama-powered. WhatsApp/Messenger. Manus acquisition. | Free |
 | [Microsoft Copilot](https://copilot.microsoft.com) | Office 365 integration. Enterprise. | Free / $30/user |
 | [Coze](https://coze.com) | ByteDance agent builder. Visual workflow. Plugin marketplace. | Free / Paid |
 ---
 ## 📡 Protocols and Standards
 | Protocol | Description |
 |----------|-------------|
 | [MCP (Model Context Protocol)](https://github.com/modelcontextprotocol) | Anthropic open standard. "USB-C for AI." Industry standard for tools. |
 | [A2A (Agent-to-Agent)](https://github.com/google/A2A) | Google protocol for inter-agent communication. |
 | [OpenAI Function Calling](https://platform.openai.com/docs/guides/function-calling) | OpenAI native tool-use. JSON schema. |
 | [Tool Use (Anthropic)](https://docs.anthropic.com/en/docs/build-with-claude/tool-use) | Claude native tool-use. Structured JSON. |
 | [OpenAPI](https://github.com/OAI/OpenAPI-Specification) | Industry-standard API spec. Foundation for agent tools. |
 ---
 ## 🔍 Observability and Evaluation
 ### Tracing and Monitoring
 | Tool | Description |
 |------|-------------|
 | [Langfuse](https://github.com/langfuse/langfuse) | OSS LLM observability. Traces, evals, prompts. |
 | [LangSmith](https://smith.langchain.com) | LangChain platform. Tracing, testing, evaluation. |
 | [Braintrust](https://braintrustdata.com) | Eval-driven development. Experiment tracking. |
 | [Arize Phoenix](https://github.com/Arize-ai/phoenix) | OSS AI observability. Traces, evals, embeddings. |
 | [Helicone](https://github.com/Helicone/helicone) | OSS LLM observability. One-line integration. |
 | [Weights and Biases Weave](https://wandb.ai/site/weave) | Trace and evaluate LLM apps. |
 ### Benchmarks
 | Benchmark | Description |
 |-----------|-------------|
 | [SWE-bench](https://github.com/princeton-nlp/SWE-bench) | Industry standard for coding agents. Top: 80.9% (Opus). |
 | [AgentBench](https://github.com/THUDM/AgentBench) | 8-environment LLM agent benchmark. |
 | [Terminal-Bench](https://terminalbench.com) | Terminal agent performance. GPT-5.3 leads at 77.3%. |
 | [GAIA](https://huggingface.co/gaia-benchmark) | General AI Assistant. Real-world tasks. |
 | [WebArena](https://github.com/web-arena-x/webarena) | Web agent benchmark. Real websites. |
 ---
 ## 🧠 Open-Source Models for Agents
 | Model | Org | Params | Highlights |
 |-------|-----|--------|------------|
 | [Llama 4](https://github.com/meta-llama) | Meta | 8B-405B+ | Strong tool use. Maverick and Scout. Open-weight. |
 | [Qwen 3](https://github.com/QwenLM/Qwen3) | Alibaba | 0.6B-235B | MCP-native. Best multilingual open model. |
 | [DeepSeek V3/R1](https://github.com/deepseek-ai/DeepSeek-V3) | DeepSeek | 671B MoE | 68x cheaper. Strong reasoning. |
 | [GLM-4](https://github.com/THUDM/GLM-4) | Zhipu | 744B MoE | Lowest hallucination rate. 77.8% SWE-bench. |
 | [Mistral Large](https://mistral.ai) | Mistral | Various | Function calling, JSON mode. European. |
 | [Gemma 3](https://github.com/google-deepmind/gemma) | Google | 1B-27B | Efficient on-device. Multi-modal. Edge agents. |
 | [Command R+](https://cohere.com) | Cohere | 104B | RAG and enterprise tool use optimized. |
 | [Phi-4](https://github.com/microsoft/phi-4) | Microsoft | 14B | Small but mighty. On-device agents. |
 ---
 ## 🛡 AI Safety and Guardrails
 | Tool | Description |
 |------|-------------|
 | [Guardrails AI](https://github.com/guardrails-ai/guardrails) | Structural, type, quality guarantees for LLM outputs. |
 | [NeMo Guardrails](https://github.com/NVIDIA/NeMo-Guardrails) | NVIDIA. Programmable conversation guardrails. |
 | [LLM Guard](https://github.com/protectai/llm-guard) | Security toolkit. Input/output scanning. |
 | [Rebuff](https://github.com/protectai/rebuff) | Prompt injection detection. |
 | [Lakera Guard](https://lakera.ai) | Real-time protection. Prompt injection, data leakage, toxicity. |
 ---
 ## 🔐 Cybersecurity Agents
 | Agent | Description |
 |-------|-------------|
 | [CAI](https://github.com/aliasrobotics/CAI) | AI pentesting, vuln discovery, red teaming. HITL. |
 | [YAWNING TITAN](https://github.com/dstl/YAWNING-TITAN) | Graph-based cybersecurity simulation. |
 | [PentestGPT](https://github.com/GreyDGL/PentestGPT) | GPT-powered pentesting. Automated reasoning. |
 | [Microsoft Security Copilot](https://microsoft.com/security/copilot) | Enterprise threat detection, incident response. |
 | [CrowdStrike Charlotte AI](https://crowdstrike.com) | AI security analyst. Threat hunting. |
 ---
 ## 📚 Learning Resources
 ### Courses and Tutorials
 - [DeepLearning.AI Agent Courses](https://www.deeplearning.ai/) - Free courses with LangChain, CrewAI, AutoGen
 - [HuggingFace Agents Course](https://huggingface.co/learn/agents-course) - Open-source agent dev course
 - [LangGraph Academy](https://academy.langchain.com/) - Official LangGraph path
 - [Anthropic Cookbook](https://github.com/anthropics/anthropic-cookbook) - Claude agent recipes
 - [Microsoft GenAI for Beginners](https://github.com/microsoft/generative-ai-for-beginners) - 21-lesson course
 - [OpenAI Cookbook](https://github.com/openai/openai-cookbook) - Practical API guides
 ### Key Papers
 - [ReAct](https://arxiv.org/abs/2210.03629) - Foundation for modern agents (reasoning + acting)
 - [Toolformer](https://arxiv.org/abs/2302.04761) - Teaching LLMs to use tools
 - [Voyager](https://arxiv.org/abs/2305.16291) - Open-ended embodied agent in Minecraft
 - [Generative Agents](https://arxiv.org/abs/2304.03442) - Stanford simulacra of human behavior
 - [Self-Refine](https://arxiv.org/abs/2303.17651) - Iterative self-refinement
 - [Tree of Thoughts](https://arxiv.org/abs/2305.10601) - Deliberate problem solving
 - [HuggingGPT](https://arxiv.org/abs/2303.17580) - LLM task planning + specialist models
 - [MRKL Systems](https://arxiv.org/abs/2205.00445) - 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](https://awesomeagents.ai) | Weekly tools + reviews |
 | [Latent Space](https://www.latent.space/) | AI engineering podcast (Swyx + Alessio) |
 | [The Rundown AI](https://therundown.ai) | Daily digest (600k+ subs) |
 | [Ben's Bites](https://bensbites.co) | Daily AI with builder focus |
 | [State of Agent Engineering](https://www.langchain.com/state-of-agent-engineering) | Annual report (1,300+ surveyed) |
 | [r/LangChain](https://reddit.com/r/LangChain) | Agent developer community |
 | [r/ClaudeAI](https://reddit.com/r/ClaudeAI) | Claude community |
 | [r/LocalLLaMA](https://reddit.com/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)
 ---
 ## Contributing
 Contributions welcome! Read [CONTRIBUTING.md](CONTRIBUTING.md) first.
 1. Fork this repo
 2. Add your resource in the right section
 3. Submit a PR with description
 Looking for: new tools (2025-2026), corrections, new categories, translations.
 ---
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