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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活跃
agent-kernel
智能体The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all…
github实测增长打开来源 ↗
156GitHub 星标+19 (+13.9 %) - 2活跃
a2acode
智能体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 %) - 3活跃
a2acast
智能体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 %) - 49GitHub 星标+3 (+50.0 %)
- 510GitHub 星标+3 (+42.9 %)
- 6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 %) - 7活跃
review-squad
智能体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 %) - 83GitHub 星标+1 (+50.0 %)
- 9休眠
meepo
智能体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 %) - 10活跃
cyber-neo
智能体Open-source cybersecurity analysis agent for Claude Code. Scans projects for vulnerabilities across all OWASP 2025 Top 10 and CWE Top 25 categories. 11 security domains, 60+ secret patterns, parallel subagent analysis, professional report…
github实测增长打开来源 ↗
257GitHub 星标+12 (+4.9 %) - 11活跃
investagent
智能体全栈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 %) - 12休眠
HERALD
智能体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 %) - 13活跃
council
智能体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 %) - 14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 %) - 15活跃
小红书/抖音/快手/视频号/B站 自媒体账号体检+爆款拆解工具。扫同赛道找对标、拆爆款为什么爆、诊断为什么没人看，顺手出可粘贴仿写初稿。支持带货电商模式。支持codex, claude code, workbuddy
github实测增长打开来源 ↗
217GitHub 星标+9 (+4.3 %) - 16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 %) - 17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 %) - 18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 %) - 19活跃
openboard
智能体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 %) - 20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 %) - 21活跃
GodotMaker
智能体Autonomous text-to-game pipeline for Godot, powered by Claude Code,Codex,Opencode
github实测增长打开来源 ↗
529GitHub 星标+11 (+2.1 %) - 226GitHub 星标+1 (+20.0 %)
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活跃打开来源 ↗
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using LangFuse/RAGAS.
github资源实测增长166GitHub 星标+60 (+56.6 %) - 2活跃打开来源 ↗
30x-outreach
智能体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 %) - 3活跃打开来源 ↗
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
github资源实测增长208GitHub 星标+10 (+5.1 %)