Prompts2026年4月4日·1 分钟阅读

Awesome AI Agents 2026 — 340+ Tools Directory

The most comprehensive directory of AI agents, frameworks, and tools in 2026. Covers 340+ resources across 20+ categories from coding agents to voice AI, updated monthly.

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Awesome AI Agents 2026 — 340+ Tools Directory
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TL;DR
Monthly-curated directory of 340+ AI agents, frameworks, and tools across 20+ categories. The go-to reference for picking the right agent in 2026.
§01

Why a 2026-specific list

The AI agent landscape has an 18-month half-life. Tools dominant in early 2024 (AutoGPT, BabyAGI) are now mostly abandoned. Tools dominant in late 2025 (Claude Code, Cursor Composer, CrewAI) weren't on anyone's radar a year prior. This directory exists because static "top 10" blog posts age badly — the 2026 edition was rewritten from scratch with 340+ freshly vetted entries.

§02

Categories covered

#CategoryCount
1Coding agents42
2Multi-agent frameworks24
3Browser/web agents28
4Voice AI19
5Data/analytics agents17
6RAG & memory23
7Vertical (legal/med/finance)31
8Dev tools & MCP38
9Agent orchestration15
10Enterprise platforms22
...plus 10 more81
§03

What each entry includes

  • Short description (one sentence, no marketing fluff)
  • GitHub stars or funding raised
  • License
  • Pricing tier (free / OSS / SaaS / enterprise)
  • Primary use case
  • Last-updated date

Entries are flagged [archived] or [stale] if the upstream project hasn't shipped in 90 days.

§04

How to pick an agent tool with this list

  1. Start from your use case, not from trending.
  2. Filter by license — if you need commercial use, skip AGPL.
  3. Check "Last Updated" — anything older than 6 months in 2026 is a risk.
  4. Cross-reference GitHub stars with issue close rates — stars ≠ maintenance.
  5. Read the curated comment — the maintainers' one-line take saves hours.
§05

Highlights by category (2026 picks)

Coding agents

Claude Code (Anthropic), Cursor, Codex CLI, Aider, Continue.dev

Multi-agent frameworks

CrewAI, AutoGen, LangGraph, CAMEL, AgentScope

Browser agents

Browser-Use, Playwright MCP, Agent-E, Skyvern

Voice AI

Vapi, Retell, Bland, LiveKit Agents, Pipecat

RAG & memory

Mem0, Zep, LangMem, Graphiti

§06

What's intentionally excluded

  • "ChatGPT wrappers" with no underlying novelty
  • Projects that never got past a demo video
  • Research-only repos without working code
  • Enterprise platforms without public docs
§07

Update cadence and community input

The list accepts PRs monthly, with a bi-monthly re-ranking that promotes high-momentum projects and demotes stale ones. Contributors are credited inline.

常见问题

How often is this directory updated?+

The directory accepts PRs every month and performs a bi-monthly re-ranking that promotes momentum projects and demotes stale ones. Entries inactive for 90 days get flagged [stale] and removed after 6 months of inactivity.

What criteria are used for inclusion?+

Projects must have working code accessible to users, active maintenance within the last 6 months, clear pricing/licensing, and genuine novelty over existing tools. Pure ChatGPT wrappers, demo-only projects, and research-only repos without working code are excluded.

Does it cover commercial and open-source tools equally?+

Yes. Each entry is tagged by license and pricing tier: free, open-source, SaaS, or enterprise. You can filter by license if you need a particular legal model for commercial deployment.

How is it different from Product Hunt or other directories?+

Product Hunt ranks by launch-day buzz. This directory ranks by maintenance health, adoption, and fit for purpose. It's edited by practitioners, not voted by anonymous users, so the signal-to-noise is higher.

Can I contribute a tool?+

Yes, via GitHub pull request. Include a one-line description, license, pricing tier, primary use case, and a link. The maintainers review monthly and will request clarification if needed.

引用来源 (3)
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来源与感谢

Maintained by caramaschiHG. Licensed under CC0 1.0.

awesome-ai-agents-2026 — 340+ resources

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