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技术工具雷达: Agents, skills and MCP

雷达筛选条件

工具排名

按实测增长排序,并在不同来源间归一化。 原始值保留各自的数据窗口;计算变化需要 7 天内至少两次测量。

  1. 1

    智能体
    活跃

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

    github实测增长打开来源 ↗

    3 759GitHub 星标+913 (+32.1 %)
  2. 2

    智能体
    活跃

    The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

    github实测增长打开来源 ↗

    64 714GitHub 星标+330 (+0.51 %)
  3. 3

    智能体
    活跃

    AETHER — an open protocol for AI agents to discover, negotiate, and pay each other. Ed25519-signed, JSON-native, zero-dependency.

    github实测增长打开来源 ↗

    3GitHub 星标+3
  4. 4
    活跃

    18 Lessons to Get Started Building AI Agents

    github实测增长打开来源 ↗

    73 711GitHub 星标+163 (+0.22 %)
  5. 5
    活跃

    Extracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more.…

    github实测增长打开来源 ↗

    64 127GitHub 星标+155 (+0.24 %)
  6. 6

    智能体
    活跃

    Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  7. 7
    活跃

    软件著作权申请材料生成 Skill|Generate standardized software copyright registration materials with AI.

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  8. 8

    智能体
    活跃

    The harness interoperability layer for coding agent. Agent to Agent connect over ACP, A2A and UHP

    github实测增长打开来源 ↗

    43GitHub 星标+2 (+4.9 %)
  9. 9

    智能体
    活跃

    Mention any ACP coding agent from Slack, GitHub, GitLab, Linear, or Lark. OpenTag runs Claude Code, Codex, Cursor and more on your own machine, then replies in-thread with verified, evidence-backed results.

    github实测增长打开来源 ↗

    1 379GitHub 星标+5 (+0.36 %)
  10. 10

    智能体
    活跃

    One chat. Every agent. A universal interface for AI agents running on your computer.

    github实测增长打开来源 ↗

    704GitHub 星标稳定
  11. 11

    智能体
    活跃

    Communication for AI agents: stable identity, durable mail and chat, and wake-up events across sessions, runtimes, machines, and organizations. MIT, self-hostable.

    github实测增长打开来源 ↗

    79GitHub 星标稳定
  12. 12

    智能体
    休眠

    AI agent stack that combines A2A messaging + x402 micropayments + ERC‑8004 identity(trustless agent).

    github实测增长打开来源 ↗

    13GitHub 星标稳定
  13. 13

    智能体
    活跃

    A visual harness builder for ai agents

    github实测增长打开来源 ↗

    12GitHub 星标稳定
  14. 14

    智能体
    休眠

    A complete TypeScript implementation of the Python x402 payment protocol extension for A2A (Agent-to-Agent) communication. Enable your AI agents to request, verify, and settle crypto payments seamlessly.

    github实测增长打开来源 ↗

    4GitHub 星标稳定
  15. 15

    智能体
    活跃

    Multi-agent coordination framework with runtime verification of agent contracts.

    github实测增长打开来源 ↗

    3GitHub 星标稳定
  16. 16
    已放弃

    Google A2A protocol demo where a CLI client works with a scheduling agent, which in turn coordinates three specialized player agents to arrange a Table Tennis game.

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  17. 17
    活跃

    A2A protocol demo with Apache Camel: 7 agents showcasing async tasks, SSE streaming, push notifications, and mixed auth

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  18. 18

    智能体
    活跃

    Universal Execution Layer for the Autonomous Machine Economy with A2A Marketplace and Ecosystem

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  19. 19

    智能体
    活跃

    Loop Studio - A Loop Engineering Engine with Verify-Separation and Quality Gates for Multi-Agent Software Delivery

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  20. 20

    智能体
    休眠

    The open-source identity & trust platform for AI Agents — cryptographic identity, reputation scoring, and cross-protocol agent directory

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  21. 21

    智能体
    活跃

    Durable A2A coordination with opt-in Markdown memory, offline inboxes, knowledge graph and timeline, plus authorized Qdrant hybrid retrieval.

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  22. 22
    已放弃

    Recipes for scalable, streaming-first multi-agent systems in cloud. It combines A2A protocol, OpenAI Agents SDK, and Dapr building blocks (PubSub + Virtual Actors) to show how AI agents can stream outputs and coordinate at scale.

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  23. 23
    休眠

    "Multi-agent cryptographic session — co-signed A2A handshakes for AI agent collaboration"

    github实测增长打开来源 ↗

    1GitHub 星标稳定

学习与参考资源

按实测增长排序,并在不同来源间归一化。 这些资源可单独访问,不参与主要排名。

  1. 1
    活跃打开来源 ↗

    Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

    github资源实测增长
    75 687GitHub 星标+69 (+0.09 %)
  2. 2

    ai-playbook

    智能体
    活跃打开来源 ↗

    Battle-tested AI interaction frameworks, philosophical archetypes, and context engineering patterns. From the team behind Stackbilt.

    github资源实测增长
    4GitHub 星标稳定