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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 652GitHub 星标+1 125 (+44.5 %)
  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 615GitHub 星标+256 (+7.6 %)
  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 675GitHub 星标+396 (+0.62 %)
  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+361 (+0.57 %)
  5. 5

    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+286 (+0.39 %)
  6. 6

    智能体
    活跃

    Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

    JavaScript许可证: MIT
    • agent
    • ai
    • claude
    • claude-code
    • codex

    github实测增长打开来源 ↗

    82 205GitHub 星标+277 (+0.34 %)
  7. 7

    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
  8. 8

    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
  9. 9

    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 %)
  10. 10

    智能体
    活跃

    The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.

    Python许可证: Apache-2.0
    • a2a
    • agent
    • agent-framework
    • ai-agent
    • artificial-intelligence

    github实测增长打开来源 ↗

    3GitHub 星标+2 (+200.0 %)
  11. 11

    智能体
    活跃

    Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGPT/Codex, Copilot, any harness; ntfy relay transport, no ports, no server

    Python许可证: MIT
    • a2a
    • agents
    • ai-agents
    • claude
    • claude-code

    github实测增长打开来源 ↗

    8GitHub 星标+3 (+60.0 %)
  12. 12

    智能体
    活跃

    OpenSpawn — An open source multi-agent coordination platform

    TypeScript许可证: MIT
    • a2a
    • agent-coordination
    • agent-framework
    • agent-orchestration
    • ai-agents

    github实测增长打开来源 ↗

    9GitHub 星标+3 (+50.0 %)
  13. 13

    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 ↗

    2GitHub 星标+1 (+100.0 %)
  14. 14

    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 %)
  15. 15

    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 %)
  16. 16

    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 %)
  17. 17

    智能体
    活跃

    Attenu Guard for TypeScript — per-agent permissions on every tool call and sub-agent handoff (a sub-agent never holds more than its parent) with a hash-chained audit log verified offline; same bundle format as the Python library.

    TypeScript许可证: Apache-2.0
    • a2a
    • agent-authorization
    • agent-security
    • agentic-ai
    • ai-agent

    github实测增长打开来源 ↗

    1GitHub 星标+1
  18. 18

    智能体
    活跃

    全栈AI投研Agent · Your AI research co-pilot for smarter investment decisions. Five integrated research frameworks: Serenity industry-chain analysis, Buffett value-investing filter, UZI-Skill 22-dim deep analysis, TradingAgents multi-agent…

    Python许可证: MIT
    • ai-agent
    • chinese-stock-market
    • claude-code-skill
    • financial-analysis
    • industry-chain-analysis

    github实测增长打开来源 ↗

    11GitHub 星标+3 (+37.5 %)
  19. 19

    智能体
    活跃

    Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.

    Python许可证: Apache-2.0
    • a2a-protocol
    • agentcore
    • agentcore-agent
    • agentcore-gateway
    • agentcore-identity

    github实测增长打开来源 ↗

    6GitHub 星标+2 (+50.0 %)
  20. 20

    智能体
    活跃

    AI Workflows For Kubernetes

    Go
    • a2a
    • ai-agents
    • kagent
    • kubernetes
    • workflows

    github实测增长打开来源 ↗

    12GitHub 星标+3 (+33.3 %)
  21. 21

    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 %)
  22. 22

    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 %)
  23. 23

    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 %)

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

    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+126 (+0.17 %)
  2. 2

    30x-outreach

    智能体
    活跃打开来源 ↗

    Auditable outbound experiments from verified signals to deterministic quality gates, exact-payload approval, safe execution, and compounding learning.

    Python
    • ai-agents
    • claude-code-skill
    • cold-email
    • demand-generation
    • experimentation
    github资源实测增长
    3GitHub 星标+1 (+50.0 %)