commit 082f155251dd0013cc8baa7b9c9b33b50d2f2c76 Author: Caramaschi Date: Sat Mar 7 10:21:04 2026 -0300 feat: launch awesome-ai-agents-2026 ๐Ÿค– The most comprehensive curated list of AI agents, frameworks, and tools for 2026. 300+ resources across 20+ categories โ€” coding agents, frameworks, voice AI, creative tools, self-hosted solutions, protocols, and more. Updated monthly. Contributions welcome. Co-Authored-By: Claude Sonnet 4.6 diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..3c975b2 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.paul/ +files (1)/ +.DS_Store +Thumbs.db diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..7774639 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,45 @@ +# 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factual +- [ ] Pricing info is current +- [ ] No promotional language + +## Updating Existing Entries +If you notice outdated information (pricing changes, new features, project status), please submit a PR with corrections.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. diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..a43c7ff --- /dev/null +++ b/LICENSE @@ -0,0 +1,46 @@ +CC0 1.0 Universal + +Statement of Purpose + +The laws of most jurisdictions throughout the world automatically confer +exclusive Copyright and Related Rights (defined below) upon the creator and +subsequent owner(s) (each and all, an "owner") of an original work of +authorship and/or a database (each, a "Work"). + +Certain owners wish to permanently relinquish those rights to a Work for the +purpose of contributing to a commons of creative, cultural and scientific +works ("Commons") that the public can reliably and without fear of later +claims of infringement build upon, modify, incorporate in other works, reuse +and redistribute as freely as possible in any form whatsoever and for any +purposes, including without limitation commercial purposes. + +The person associating CC0 with a Work (the "Affirmer"), to the extent that +he or she is an owner of Copyright and Related Rights in the Work, voluntarily +elects to apply CC0 to the Work and publicly distribute the Work under its +terms, with knowledge of his or her Copyright and Related Rights in the Work +and the meaning and intended legal effect of CC0 on those rights. + +1. Copyright and Related Rights. + +A Work made available under CC0 may be protected by copyright and related or +neighboring rights ("Copyright and Related Rights"). + +2. Waiver. + +To the greatest extent permitted by, but not in contravention of, applicable +law, Affirmer hereby overtly, fully, permanently, irrevocably and +unconditionally waives, abandons, and surrenders all of Affirmer's Copyright +and Related Rights and associated claims and causes of action, whether now +known or unknown, in the Work. + +3. Public License Fallback. + +Should any part of the Waiver for any reason be judged legally invalid or +ineffective under applicable law, then the Waiver shall be preserved to the +maximum extent permitted. In addition, to the extent the Waiver is so judged +Affirmer hereby grants to each affected person a royalty-free, non +transferable, non sublicensable, non exclusive, irrevocable and unconditional +license to exercise Affirmer's Copyright and Related Rights in the Work. + +No warranties are given. The license may not give you all of the permissions +necessary for your intended use. diff --git a/README.md b/README.md new file mode 100644 index 0000000..af4f01e --- /dev/null +++ b/README.md @@ -0,0 +1,559 @@ + + +
+ Awesome AI Agents 2026 +

+ + [![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/) + +

The most comprehensive list of AI agents, frameworks, and tools in 2026.

+

300+ resources across 20+ categories.

+ +
+ + Coding ยท Frameworks ยท Browser ยท Voice ยท Creative ยท Workflow ยท CRM ยท Research ยท Self-Hosted ยท Protocols + +
+ +--- + +> **300+ tools. 20+ categories. Updated monthly.** Star to stay updated. [Contributions welcome!](#contributing) + +--- + +## Contents + +- [Coding Agents](#-coding-agents) โ€” IDE, Terminal, Autonomous, Code Review, App Builders +- [Agent Frameworks](#-agent-frameworks) โ€” General, Multi-Agent, Lightweight +- [Browser and Desktop Agents](#-browser--desktop-agents) โ€” Consumer, Infrastructure +- [Voice Agents](#-voice-agents) โ€” Platforms, Open-Source +- [Creative AI](#-creative-ai) โ€” Image, Video, Music, 3D +- [Task and Workflow Agents](#-task--workflow-agents) โ€” Automation, No-Code Builders +- [Customer Support and CRM Agents](#-customer-support--crm-agents) +- [Data and Research Agents](#-data--research-agents) โ€” Deep Research, Data Analysis, RAG +- [Local and Self-Hosted AI](#-local--self-hosted-ai) โ€” 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) + +--- + +## ๐Ÿ–ฅ 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) | + +--- + +## ๐Ÿงฑ 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. | + +--- + +## ๐ŸŒ 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. | + +--- + +## ๐ŸŽ™ 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. | + +--- + +## ๐ŸŽจ 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 | + +--- + +## โšก 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) | + +--- + +## ๐Ÿ’ผ 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 | + +--- + +## ๐Ÿ“Š 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. | + +--- + +## ๐Ÿ  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. | + +--- + +## ๐Ÿค– 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 | + +--- + +## ๐Ÿ“ก 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. | + +--- + +## ๐Ÿ” 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. | + +--- + +## ๐Ÿง  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. | + +--- + +## ๐Ÿ›ก 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. | + +--- + +## ๐Ÿ” 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. | + +--- + +## ๐Ÿ“š 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 + +--- + +## ๐Ÿ“ฐ 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 | + +--- + +## ๐Ÿ“ˆ 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. + +--- + +
+
+ Star โญ and share if this helped! +

+ Share on X ยท Share on LinkedIn +

+ March 2026 ยท 300+ resources ยท Made with love by the community +
diff --git a/assets/banner.svg b/assets/banner.svg new file mode 100644 index 0000000..08c97e7 --- /dev/null +++ b/assets/banner.svg @@ -0,0 +1,65 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ๐Ÿค– + + + + Awesome AI Agents + + + + + + 2026 + + + + + Frameworks โ€ข Coding Agents โ€ข Browser Agents โ€ข Voice AI โ€ข Multi-Agent โ€ข Observability + +