工具说明为英文。
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
AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).
github实测增长打开来源 ↗
3 759GitHub 星标+913 (+32.1 %) - 2活跃
KiroCrew
智能体A persistent workspace for development work that self-improves and continues beyond one session.
github实测增长打开来源 ↗
3 647GitHub 星标+265 (+7.8 %) - 3活跃
mem0
智能体The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
github实测增长打开来源 ↗
64 714GitHub 星标+387 (+0.60 %) - 4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.…
github实测增长打开来源 ↗
64 127GitHub 星标+321 (+0.50 %) - 573 711GitHub 星标+229 (+0.31 %)
- 6活跃
AETHER — an open protocol for AI agents to discover, negotiate, and pay each other. Ed25519-signed, JSON-native, zero-dependency.
github实测增长打开来源 ↗
3GitHub 星标+3 - 7活跃
threadmesh
智能体Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.
github实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 8活跃
软件著作权申请材料生成 Skill|Generate standardized software copyright registration materials with AI.
github实测增长打开来源 ↗
3GitHub 星标+1 (+50.0 %) - 912GitHub 星标+1 (+9.1 %)
- 10活跃
Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex and Gemini CLI.
github实测增长打开来源 ↗
2 390GitHub 星标+10 (+0.42 %) - 11活跃
superqode
智能体The harness interoperability layer for coding agent. Agent to Agent connect over ACP, A2A and UHP
github实测增长打开来源 ↗
43GitHub 星标+2 (+4.9 %) - 12活跃
opentag
智能体Mention any ACP coding agent from Slack, GitHub, GitLab, Linear, or Lark. OpenTag runs Claude Code, Codex, Cursor and more on your own machine, then replies in-thread with verified, evidence-backed results.
github实测增长打开来源 ↗
1 379GitHub 星标+7 (+0.51 %) - 13活跃
openyak
智能体One chat. Every agent. A universal interface for AI agents running on your computer.
github实测增长打开来源 ↗
704GitHub 星标稳定 - 14活跃
aweb
智能体Communication for AI agents: stable identity, durable mail and chat, and wake-up events across sessions, runtimes, machines, and organizations. MIT, self-hostable.
github实测增长打开来源 ↗
79GitHub 星标稳定 - 15休眠
AI agent stack that combines A2A messaging + x402 micropayments + ERC‑8004 identity(trustless agent).
github实测增长打开来源 ↗
13GitHub 星标稳定 - 16休眠
a2a-x402
智能体A complete TypeScript implementation of the Python x402 payment protocol extension for A2A (Agent-to-Agent) communication. Enable your AI agents to request, verify, and settle crypto payments seamlessly.
github实测增长打开来源 ↗
4GitHub 星标稳定 - 17活跃
fuseraft-cli
智能体Multi-agent coordination framework with runtime verification of agent contracts.
github实测增长打开来源 ↗
3GitHub 星标稳定 - 18活跃
sqlplan-slim
智能体Compact SQL Server Showplan XML into token-efficient Markdown or JSON for AI coding agents.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 19休眠
Analyze stocks (A-shares/HK/US) using WebSearch only — no API keys, no Python. Claude Code skill with auto language detection, cross-market peer analysis, and probability-weighted scenarios.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 20活跃
Multi-agent fleet fabric on top of Hermes — A2A protocol + NATS event bus + Temporal durable workflows + Tier 2 VPS spawning. Run a fleet of specialist agents from one Telegram bot.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 21活跃
witwave
智能体Self-directed AI agents that work autonomously on software — including improving themselves. Multi-LLM, K8s-native, AI-operated open source.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 22休眠
autopilot
智能体Claude Code skill that ships a full production feature while you sleep. No push, you review.
github实测增长打开来源 ↗
2GitHub 星标稳定 - 23活跃
Graph-based reasoning pipeline for Claude Code — structured contracts × DAG orchestration
github实测增长打开来源 ↗
2GitHub 星标稳定
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 ↗
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
github资源实测增长75 687GitHub 星标+69 (+0.09 %) - 2活跃打开来源 ↗
ai-playbook
智能体Battle-tested AI interaction frameworks, philosophical archetypes, and context engineering patterns. From the team behind Stackbilt.
github资源实测增长4GitHub 星标稳定