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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
Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.
github实测增长打开来源 ↗
3 185GitHub 星标+780 (+32.4 %) - 2活跃
img2threejs
智能体Rebuild the object in a reference image as a code-only, procedural, quality-gated, animation-ready Three.js model. Token-efficient image-to-3D.
github实测增长打开来源 ↗
14 907GitHub 星标+689 (+4.8 %) - 39 529GitHub 星标+258 (+2.8 %)
- 4活跃
dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).
github实测增长打开来源 ↗
7 020GitHub 星标+109 (+1.6 %) - 5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 %) - 6活跃
codeg
智能体Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, OpenCode, Pi, Grok Build, etc. Desktop app, self-hosted server, or Docker.
github实测增长打开来源 ↗
3 091GitHub 星标+71 (+2.4 %) - 7活跃
AionUi
智能体Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Customize your assistants | Team them up｜Star if you like it!
github实测增长打开来源 ↗
32 490GitHub 星标+138 (+0.43 %) - 8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 %) - 99GitHub 星标+3 (+50.0 %)
- 1010GitHub 星标+3 (+42.9 %)
- 11活跃
A realtime voice runtime that keeps Agents talking, working, and present. Real-time Voice Runtime for AI Agents
github实测增长打开来源 ↗
2 318GitHub 星标+43 (+1.9 %) - 12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 %) - 13活跃
A2A
智能体Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
github实测增长打开来源 ↗
25 589GitHub 星标+69 (+0.27 %) - 14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 %) - 15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 %) - 16活跃
CowAgent
智能体Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)
github实测增长打开来源 ↗
46 754GitHub 星标+49 (+0.10 %) - 17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 %) - 18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 %) - 20活跃
Twelve deep-dive notes on how AI agents actually work: the loop, tool use, MCP, context management, evals. Mental models over feature lists, every technical fact cross-checked against the official docs. Bilingual FR/EN.
github实测增长打开来源 ↗
7GitHub 星标+1 (+16.7 %) - 21活跃
SDDADD
智能体🚀 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 %) - 22活跃
opencode-a2a
智能体Expose OpenCode through A2A with an inbound server surface and embedded outbound client.
github实测增长打开来源 ↗
24GitHub 星标+2 (+9.1 %) - 238GitHub 星标+1 (+14.3 %)
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 ↗
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 %)