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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).

    Python
    • ai
    • anthropic
    • claude
    • fastapi
    • llm

    github实测增长打开来源 ↗

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

    智能体
    活跃

    A persistent workspace for development work that self-improves and continues beyond one session.

    Python许可证: Apache-2.0
    • agent
    • agentic-ai
    • agents
    • ai-agent
    • ai-agents

    github实测增长打开来源 ↗

    3 647GitHub 星标+265 (+7.8 %)
  3. 3

    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.

    Python许可证: Apache-2.0
    • agentic-memory
    • agentic-memory-system
    • agents
    • ai
    • ai-agents

    github实测增长打开来源 ↗

    64 714GitHub 星标+387 (+0.60 %)
  4. 4

    智能体
    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.…

    JavaScript许可证: CC0-1.0
    • ai
    • ai-agents
    • ai-prompts
    • anthropic
    • chatbot

    github实测增长打开来源 ↗

    64 127GitHub 星标+321 (+0.50 %)
  5. 5

    智能体
    活跃

    COSCUP 2026 demo: Microsoft Agent Framework composes a remote LangGraph agent over A2A v1, with Microsoft Foundry live and credential-free offline paths.

    Python许可证: MIT
    • a2a
    • ai-agents
    • coscup
    • langgraph
    • microsoft-agent-framework

    github实测增长打开来源 ↗

    4GitHub 星标+4
  6. 6

    智能体
    活跃

    18 Lessons to Get Started Building AI Agents

    Jupyter Notebook许可证: MIT
    • agentic-ai
    • agentic-framework
    • agentic-rag
    • ai-agents
    • ai-agents-framework

    github实测增长打开来源 ↗

    73 711GitHub 星标+229 (+0.31 %)
  7. 7

    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.

    Python许可证: MIT
    • agent-to-agent
    • agentic
    • ai-agents
    • cyrptography
    • ed25519

    github实测增长打开来源 ↗

    3GitHub 星标+3
  8. 8

    智能体
    活跃

    Serve any ACP coding agent — Claude Code, Gemini CLI, Codex — over the A2A protocol, with tool progress, file diffs, and permission prompts preserved.

    Python许可证: Apache-2.0
    • a2a
    • agent-protocol
    • agent2agent
    • ai-agents
    • anthropic

    github实测增长打开来源 ↗

    4GitHub 星标+2 (+100.0 %)
  9. 9

    智能体
    活跃

    Agent control plane and runtime access platform for enterprise systems — govern business APIs as Tools, compose Agents and Workflows, expose runtimes through AAP, and trace executions end to end. https://act-weave.grok.me

    Go许可证: Apache-2.0
    • a2a
    • a2ui
    • agent
    • agent-control-plane
    • agent-runtime

    github实测增长打开来源 ↗

    3GitHub 星标+2 (+200.0 %)
  10. 10

    智能体
    休眠

    Vendor-neutral identity verification for AI agents

    Python许可证: Apache-2.0
    • a2a
    • agent-identity
    • ai-agents
    • authentication
    • mcp

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  11. 11

    智能体
    活跃

    A registry website for hosting the a2a agents that were built using the Inference Gateway ADK

    Vue许可证: Apache-2.0
    • a2a
    • a2a-protocol
    • agents
    • container-as-a-service
    • containers

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  12. 12

    智能体
    活跃

    Autonomous Execution Gateway: before AI agents execute tools, payments, or workflows, InterAI verifies risk, policy, and trust receipts.

    TypeScript
    • a2a
    • agent-safety
    • ai-agents
    • autonomous-agents
    • base-usdc

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  13. 13

    智能体
    活跃

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

    JavaScript许可证: Apache-2.0
    • a2a
    • acp
    • agent-coordination
    • agent-harness
    • agent-orchestration

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  14. 14

    智能体
    活跃

    The ultimate A2A agents troubleshooter

    Go许可证: Apache-2.0
    • a2a
    • agentic-ai
    • debugger
    • utils

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  15. 15

    智能体
    休眠

    The identity layer for AI agents: open standard, SDKs, and framework integrations for verifiable agent identity.

    Python
    • a2a
    • agent-did
    • ai-agents
    • crewai
    • decentralized-identity

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  16. 16

    智能体
    休眠

    A local, privacy-first AI agent (Rust) that connects LLMs to your email, calendar, browser, code, and messages — 75+ tools, MCP/A2A support, Discord/Slack/iMessage channels, autonomous agent loop.

    Rust许可证: MIT
    • a2a
    • agent
    • ai
    • ai-agent
    • autonomous-agent

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  17. 17

    智能体
    活跃

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

    Python许可证: Apache-2.0
    • agent-skill
    • ai-agent
    • automation
    • china-copyright
    • claude-code-skill

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  18. 18

    智能体
    休眠

    Connect Slack to your Claude Code agents - Zero API costs, full context retention, custom skills & hooks. Unlike official Claude for Slack, we connect to your RUNNING agents.

    TypeScript许可证: MIT
    • ai-agents
    • ai-coding
    • anthropic
    • automation
    • claude

    github实测增长打开来源 ↗

    4GitHub 星标+1 (+33.3 %)
  19. 19

    智能体
    活跃

    A visual harness builder for ai agents

    TypeScript
    • a2a
    • ai
    • crewai
    • harness
    • harness-engineering

    github实测增长打开来源 ↗

    12GitHub 星标+1 (+9.1 %)
  20. 20

    智能体
    活跃

    Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex and Gemini CLI.

    TypeScript许可证: Apache-2.0
    • agent-client-protocol
    • claude-code
    • codex
    • gemini-cli
    • obsidian-md

    github实测增长打开来源 ↗

    2 390GitHub 星标+10 (+0.42 %)
  21. 21

    智能体
    活跃

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

    Python许可证: Apache-2.0
    • a2a
    • a2a-agent
    • a2a-cli
    • a2a-client
    • a2a-platform

    github实测增长打开来源 ↗

    43GitHub 星标+2 (+4.9 %)
  22. 22

    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.

    TypeScript许可证: MIT
    • acp
    • agent-client-protocol
    • ai-agents
    • claude-code
    • codex

    github实测增长打开来源 ↗

    1 379GitHub 星标+7 (+0.51 %)
  23. 23

    智能体
    活跃

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

    TypeScript许可证: Apache-2.0
    • acp
    • agent
    • agent-client-protocol
    • agentic-ai
    • ai-agent

    github实测增长打开来源 ↗

    704GitHub 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

    A2A-Guide

    智能体
    休眠打开来源 ↗

    Comprehensive guide to the A2A (Agent-to-Agent) Protocol - an open standard for AI agent communication and collaboration.

    JavaScript许可证: Apache-2.0
    • a2a
    • a2a-protocol
    • agent2agent
    • agents
    • generative-ai
    github资源实测增长
    2GitHub 星标+1 (+100.0 %)
  2. 2

    learn-claude-code

    智能体
    活跃打开来源 ↗

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

    Python许可证: MIT
    • agent
    • agent-development
    • ai-agent
    • claude
    • claude-code
    github资源实测增长
    75 687GitHub 星标+69 (+0.09 %)