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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

    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 678GitHub 星标+229 (+6.6 %)
  2. 2

    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+163 (+0.22 %)
  3. 3

    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+155 (+0.24 %)
  4. 4

    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
  5. 5

    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 星标稳定
  6. 6

    智能体
    活跃

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

    C#许可证: MIT
    • a2a
    • agent-coordination
    • ai-pipeline
    • evidence-contracts
    • llm-agents

    github实测增长打开来源 ↗

    3GitHub 星标稳定
  7. 7

    智能体
    活跃

    A Claude Code skill that runs code-changing tasks with reviewed plans, controlled multi-agent edits, and evidence-backed verification — no review theater.

    许可证: MIT
    • ai-agent
    • ai-agents
    • claude-code
    • claude-code-skill
    • code-review

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  8. 8

    智能体
    休眠

    Falsification Chain of Thought — post-hoc verification of AI judgments using falsificationism to counter sycophancy bias

    Shell许可证: Apache-2.0
    • ai-agent
    • claude-code
    • claude-code-skill
    • falsification
    • sycophancy

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  9. 9

    智能体
    活跃

    Multi-agent coordination via versioned letters — as a Claude Code skill

    许可证: MIT
    • agent-orchestration
    • claude-code
    • claude-code-skill
    • multi-agent

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  10. 10

    智能体
    休眠

    🚢 AI 项目出海前的 Launch QA 船坞：README、浏览器、趋势雷达和发布检查一站验船。

    CSS许可证: MIT
    • ai-agents
    • browser-testing
    • claude-code
    • claude-code-skill
    • codex

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  11. 11

    智能体
    活跃

    Structured, multi-agent development pipeline

    Python许可证: MIT
    • agentic
    • agentic-ai
    • agentic-coding
    • agentic-pipeline
    • agentic-workflows

    github实测增长打开来源 ↗

    1GitHub 星标稳定
  12. 12

    智能体
    休眠

    A2A + MCP bridge : internal bot-to-bot calls, external agent discovery, and secure Streamable HTTP tools.

    TypeScript许可证: Apache-2.0
    • a2a
    • agent-gateway
    • goose
    • hono
    • json-rpc

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  13. 13

    智能体
    活跃

    Autonomous agent procurement with cryptographic passports, spend controls, and Stripe-style payments.

    Python许可证: MIT
    • a2a
    • agents
    • ai-agents
    • hackathon
    • nvidia

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  14. 14

    智能体
    活跃

    A jazz quartet and a friend — a place where jazz agents meet, get introduced, and talk.

    TypeScript许可证: MIT
    • a2a
    • agent-to-agent
    • ai
    • ai-agents
    • jazz

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  15. 15

    智能体
    活跃

    Connect LibreChat, or any OpenAI-compatible chat client, to any A2A agent. No model in the path.

    Python许可证: MIT
    • a2a
    • agent2agent
    • ai-agents
    • chat-completions
    • fastapi

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  16. 16

    智能体
    休眠

    Technology demonstration PoC of an AI agent using LLM-based reasoning to perform complex tasks: generate an execution plan from external inputs and a knowledge base, collect relevant external data via integrated tools, evaluate if the goal…

    Python许可证: MIT
    • a2a
    • agent
    • ai
    • diagnostics
    • langchain

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  17. 17

    智能体
    已放弃

    AgnoAgent is a multi-agent system integrating agno, a2a-sdk, and MCP with a Gradio web interface for interactive agent-based query processing.

    Python许可证: AGPL-3.0
    • a2a
    • agno
    • gradio
    • llm
    • mcp

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  18. 18

    智能体
    活跃

    AI Plantation Management

    JavaScript许可证: MIT
    • a2a
    • agent-orchestration
    • agent-skill
    • claude-skill
    • manager-agent

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  19. 19

    智能体
    活跃

    Protocol conformance testing and runtime monitors for MCP and A2A agents. Checks message ordering, not just schemas — and generates the monitor from the same model.

    Python许可证: MIT
    • a2a
    • ai-agents
    • conformance-testing
    • mcp
    • protocol-verification

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  20. 20

    智能体
    休眠

    NeuroScale 2.0 — Autonomous A2A Agent Layer for self-healing ML platforms. Built on KServe, ArgoCD, Kyverno. Google Cloud Rapid Agent Hackathon submission.

    Python许可证: MIT
    • a2a
    • arize
    • gitlab
    • google-cloud
    • hackathon

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  21. 21

    智能体
    休眠

    Python-based multilingual translation utility agent designed for agent-to-agent workflows, with per-character usage metering.

    Python许可证: MIT
    • agent-to-agent
    • ai-agent
    • per-character-billing
    • python
    • skills

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  22. 22

    智能体
    活跃

    Automate farming tasks, harvest crops, and manage pet rolls in Grow a Garden with this script.

    Python许可证: MIT
    • a2a
    • a2a-mcp
    • a2a-server
    • agents
    • ai-agent

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  23. 23

    智能体
    活跃

    Enterprise intelligence runtime in a single Go binary. Implements AG-UI, MCP, and A2A protocols with autonomous self-improvement, persistent threads, guardrails, analytics, and multi-surface channel adapters.

    Go许可证: Apache-2.0
    • a2a
    • ag-ui
    • agent
    • ai
    • enterprise

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  24. 24

    智能体
    休眠

    Companion repo for Golden Jacket Field Notes Week 2: Reference implementations of Strands, AgentCore, MCP, and A2A.

    Python许可证: MIT
    • a2a
    • agentcore
    • agentic-ai
    • aws
    • bedrock

    github实测增长打开来源 ↗

    0GitHub 星标稳定
  25. 25

    智能体
    活跃

    Lets long-running AI workflows pause for approval and resume exactly once after disconnects or restarts, without binding to one agent protocol.

    TypeScript许可证: Apache-2.0
    • a2a
    • ag-ui
    • agentic-ai
    • continuations
    • durable-execution

    github实测增长打开来源 ↗

    0GitHub 星标稳定