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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

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

    github实测增长打开来源 ↗

    4GitHub 星标+2 (+100.0 %)
  2. 2

    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

    github实测增长打开来源 ↗

    8GitHub 星标+3 (+60.0 %)
  3. 3

    智能体
    活跃

    OpenSpawn — An open source multi-agent coordination platform

    github实测增长打开来源 ↗

    9GitHub 星标+3 (+50.0 %)
  4. 4

    智能体
    活跃

    Payment preflight and x402-paid signed audit receipts for autonomous AI agents. REST, MCP, A2A, Base USDC.

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  5. 5

    智能体
    活跃

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

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  6. 6

    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.

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  7. 7

    智能体
    活跃

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

    github实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  8. 8

    智能体
    活跃

    A local A2A event and continuity service for agent applications, with structured history, provenance-safe transcripts, literal search, and natural-language queries.

    github实测增长打开来源 ↗

    1GitHub 星标+1
  9. 9

    智能体
    活跃

    AI Workflows For Kubernetes

    github实测增长打开来源 ↗

    10GitHub 星标+3 (+42.9 %)
  10. 10

    智能体
    活跃

    Multi-agent orchestration for DeepSeek Harness: turn isolated sessions into a team that assigns work, reviews output, and runs DAG workflows — durable task ledger, real reviewers, crash-safe recovery.

    github实测增长打开来源 ↗

    6GitHub 星标+2 (+50.0 %)
  11. 11

    智能体
    活跃

    Dispatch panels of specialized subagents to review projects — expert audits, first-impression personas, task-completion flows, and pedantic nitpicks

    github实测增长打开来源 ↗

    12GitHub 星标+3 (+33.3 %)
  12. 12

    智能体
    活跃

    The ultimate A2A agents troubleshooter

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  13. 13

    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.

    github实测增长打开来源 ↗

    3GitHub 星标+1 (+50.0 %)
  14. 14

    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…

    github实测增长打开来源 ↗

    10GitHub 星标+2 (+25.0 %)
  15. 15

    智能体
    活跃

    고개만 끄덕이는 자문단은 잊으세요. 25인 거장 자문단이 당신의 어려운 결정을 로스팅합니다. AI ROASTING 자문단 · Claude Code 스킬

    github实测增长打开来源 ↗

    4GitHub 星标+1 (+33.3 %)
  16. 16

    智能体
    活跃

    한국 취준생 자소서 작성 멀티 에이전트 Claude Code 스킬 심층 인터뷰로 소재 발굴, 경험카드·claim-map으로 날조 차단, 사용자 문체 반영

    github实测增长打开来源 ↗

    4GitHub 星标+1 (+33.3 %)
  17. 17

    智能体
    休眠

    HERALD is an open-source CLI that emits the standard discovery files agents need to read your site and discover its agent-interaction capabilitie. One config object drives all of it. Each file is an independent open standard; pick the…

    github实测增长打开来源 ↗

    4GitHub 星标+1 (+33.3 %)
  18. 18

    智能体
    休眠

    This project demonstrates Agent-to-Agent (A2A) conversations using LangGraph with the A2A protocol. It includes implementations in both **Python** and **TypeSc…

    github实测增长打开来源 ↗

    14GitHub 星标+2 (+16.7 %)
  19. 19
    活跃

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

    github实测增长打开来源 ↗

    5GitHub 星标+1 (+25.0 %)
  20. 20
    活跃

    Reference architecture for secure multi-agent delegation chains using Cedar-based permission attenuation on Amazon Bedrock AgentCore. Demonstrates scope narrowing, tamper-proof token chains, and audit logging across A2A agent interactions.

    github实测增长打开来源 ↗

    5GitHub 星标+1 (+25.0 %)
  21. 21

    智能体
    活跃

    Mac App to use Codex Micro or Creator Micro with Claude, Hermes, and more harnesses. Full customization of lights and actions right in your Menu Bar.

    github实测增长打开来源 ↗

    5GitHub 星标+1 (+25.0 %)
  22. 22

    智能体
    活跃

    Mandatory final sanity check before commits/PRs - catches security vulnerabilities, logic errors, and bugs that slip through tests

    github实测增长打开来源 ↗

    5GitHub 星标+1 (+25.0 %)
  23. 23
    活跃

    SHM v6.10.1 — 自演化超图记忆 (CudaAccel: 本机 embedding 强制 CUDA)

    github实测增长打开来源 ↗

    6GitHub 星标+1 (+20.0 %)
  24. 24

    智能体
    活跃

    🚀 SDD + ADD Starter Template — AI Coding Assistant Governance Framework. Turn your AI coding assistant into a disciplined, spec-driven development partner. This is the definitive starter template for Spec-Driven Development (SDD) +…

    github实测增长打开来源 ↗

    7GitHub 星标+1 (+16.7 %)

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

    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.

    github资源实测增长
    3GitHub 星标+1 (+50.0 %)