技术工具雷达: Agents, skills and MCP

工具排名

混合排名：实测增长优先。 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

   vcap-spec

   智能体

   活跃最近提交：2 个月前 · 2026-06-14

   VCAP: Verified Commerce for Agent Protocols — Open standard for settling agent-to-agent transactions with cryptographic proof of delivery

   许可证: MIT

   • a2a
   • agent-commerce
   • agent-payments
   • ai-agents
   • ap2

   github5 个月前创建实测增长打开来源 ↗

   0GitHub 星标稳定
2. 2

   aws-agentic-stack-starter

   智能体

   休眠最近提交：4 个月前 · 2026-04-29

   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

   github4 个月前创建实测增长打开来源 ↗

   0GitHub 星标稳定
3. 3

   pausemesh

   智能体

   活跃最近提交：13 天前 · 2026-08-24

   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

   github53 天前创建实测增长打开来源 ↗

   0GitHub 星标稳定
4. 4

   pollen

   智能体

   活跃最近提交：1 天前 · 2026-09-05

   peer messaging between AI agents, with a human at the gate — one file, zero dependencies.

   JavaScript许可证: MIT

   • agent-to-agent
   • ai-agents
   • claude-code
   • mcp
   • nodejs

   github5 个月前创建估算动量打开来源 ↗

   3GitHub 星标·
5. 5

   syntrueno

   智能体

   活跃最近提交：2 天前 · 2026-09-04

   Zero-trust autonomous cloud-ops swarm on Google Cloud. Gemini agents diagnose live incidents, judge their own remediation plans, and execute real Cloud Run changes behind a single-use cryptographic human gate, then verify the change…

   Python许可证: Apache-2.0

   • a2a
   • agentic-ai
   • cloud-run
   • fastapi
   • firestore

   github16 天前创建最新估算动量打开来源 ↗

   1GitHub 星标·
6. 6

   SMEAI

   智能体

   活跃最近提交：今天 · 2026-09-06

   An agent marketplace for BNB Chain that calls every agent before it lists it

   TypeScript许可证: MIT

   • a2a
   • ai-agents
   • bnb-chain
   • build-the-era
   • built-for-bnb-chain

   github4 天前创建最新估算动量打开来源 ↗

   1GitHub 星标·
7. 7

   a2a-compliance-logger

   智能体

   活跃最近提交：1 天前 · 2026-09-05

   EU AI Act Article 12 compliant audit logger for A2A protocol agents

   • a2a-protocol
   • ai-agents
   • audit
   • compliance
   • eu-ai-act

   github1 天前创建最新估算动量打开来源 ↗

   0GitHub 星标·
8. 8

   kyc-aml-multiagent

   智能体

   活跃最近提交：1 天前 · 2026-09-05

   Multi-agent KYC/AML prototype: MCP tool access with policy-based authorisation at the tool-call boundary, A2A handoff across Vertex AI and Bedrock, LangGraph workflow, audit trail

   Python

   • a2a
   • agentic-ai
   • bedrock
   • compliance
   • langgraph

   github6 个月前创建估算动量打开来源 ↗

   0GitHub 星标·
9. 9

   AI_Agent

   智能体

   活跃最近提交：今天 · 2026-09-06

   A powerful, multi-agent AI system demonstrating strict separation of concerns using Agent-to-Agent (A2A) communication and the Model Context Protocol (MCP) for complex web research and task execution.

   Python

   • a2a-protocol
   • agentic-ai
   • fastapi
   • mcp
   • multi-agent

   github今天创建最新估算动量打开来源 ↗

   0GitHub 星标·
10. 10

    living-agents-protocol

    智能体

    活跃最近提交：1 天前 · 2026-09-04

    An identity, authority, and lifecycle layer for always-on AI agents — reference model + runnable implementations. The existence layer beneath MCP and A2A.

    JavaScript许可证: Apache-2.0

    • a2a
    • accountability
    • agent-identity
    • agent-protocol
    • ai-agents

    github1 天前创建最新估算动量打开来源 ↗

    0GitHub 星标·
11. 11

    agent-receipt-spec

    智能体

    活跃最近提交：19 天前 · 2026-08-18

    Agent Interaction Receipt (AIR) — verifiable, content-free receipts for machine-to-machine interactions. Spec + verifier + test vectors.

    Python

    • a2a
    • ai-agents
    • erc-8004
    • mcp
    • receipts

    github47 天前创建估算动量打开来源 ↗

    0GitHub 星标·
12. 12

    agent-discoverability-audit-2026

    智能体

    休眠最近提交：4 个月前 · 2026-04-30

    Audit of 100 AI agent projects' machine-readability to other AI agents. Average score: 6.3/100.

    Python许可证: MIT

    • a2a
    • agent-discoverability
    • agent-economy
    • ai-agents
    • llms-txt

    github4 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
13. 13

    example-agents

    智能体

    休眠最近提交：3 个月前 · 2026-05-26

    Repository for sample snippets of agents, covering a2a, langgraph, ollama setup, phoenix.

    Python

    • a2a
    • agents
    • google-adk
    • langgraph
    • ollama

    github3 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
14. 14

    Agent-Ecosystem-Salesperson-and-Payment

    智能体

    休眠最近提交：8 个月前 · 2025-12-11

    ADK, MCP, A2A, AP2

    Python

    • a2a
    • adk-python
    • ai-agent
    • elasticsearch
    • mcp

    github11 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
15. 15

    Manca

    智能体

    活跃最近提交：2 个月前 · 2026-07-02

    The missing trust layer for agent-to-agent commerce: a neutral clearinghouse where any agent buys AND sells, with machine-verifiable escrow, reputation, and day-one monetization.

    TypeScript

    • a2a
    • agent-commerce
    • agentic-commerce
    • ai-agents
    • clearinghouse

    github2 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
16. 16

    kawal

    智能体

    活跃最近提交：5 天前 · 2026-08-31

    Evidence about ERC-8004 agents on BNB Smart Chain, gathered by calling them. Kawal dials the endpoint a registration declares, keeps every result, and writes the measurements back into the Reputation Registry. BNB Chain hackathon: The Smart…

    TypeScript许可证: MIT

    • a2a
    • ai-agents
    • bnb-chain
    • erc-8004
    • hackathon

    github6 天前创建最新估算动量打开来源 ↗

    0GitHub 星标·
17. 17

    MultiModelOrchestration

    智能体

    活跃最近提交：49 天前 · 2026-07-18

    Host-agent orchestration combining A2A agent-to-agent communication with MCP tool integration — registry, capability discovery, dynamic task routing

    Python许可证: MIT

    • a2a
    • ai
    • gemini
    • llm
    • mcp

    github9 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
18. 18

    a2a-trace

    智能体

    休眠最近提交：7 个月前 · 2026-01-17

    Visual debugger for Agent-to-Agent (A2A) multi-agent systems — real-time tracing of inter-agent communication

    Go许可证: MIT

    • a2a
    • agents
    • debugger
    • go

    github7 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
19. 19

    ops-agent-platform

    智能体

    活跃最近提交：20 天前 · 2026-08-17

    Production-oriented AIOps agent engineering prototype with MCP, LangGraph, AG-UI, durable state, reliable tool execution, HITL, sandboxing, and evals.

    Python许可证: MIT

    • a2a
    • ag-ui
    • agent-reliability
    • ai-agents
    • aiops

    github28 天前创建最新估算动量打开来源 ↗

    0GitHub 星标·
20. 20

    5-Day-AI-Agents-Intensive-Course-with-Google

    智能体

    休眠最近提交：9 个月前 · 2025-11-18

    Introduction to Agents, Agent Tools & Interoperability (MCP), Context Engineering: Sessions & Memory, Agent Quality, Prototype to Production

    Jupyter Notebook

    • a2a
    • agentic-ai
    • mcp
    • multiagent-systems
    • python

    github9 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
21. 21

    website

    智能体

    休眠最近提交：5 个月前 · 2026-03-24

    Official website for AgentAnycast — decentralized P2P runtime for AI agents

    TypeScript许可证: Apache-2.0

    • a2a
    • agentanycast
    • ai-agent
    • decentralized
    • p2p

    github5 个月前创建估算动量打开来源 ↗

    0GitHub 星标·
22. 22

    agent-adoption-spec

    智能体

    休眠最近提交：4 个月前 · 2026-04-28

    Open specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.

    • a2a
    • agent-readiness
    • agents-md
    • ai-agents
    • crawler-policy

    github4 个月前创建估算动量打开来源 ↗

    0GitHub 星标·