工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
近期变化
Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-05 至 2026-09-12
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
Search, compare, and install self-evolving AI Agent Genes ranked by Arena fitness
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server -- npx @rotifer/mcp-server1GitHub 星标稳定 - 2活跃
Capture the web, keep your copy as plain Markdown, and recall it by meaning. Local-first daemon.
mcp实测增长打开来源 ↗
安装
claude mcp add khiip -- uvx khiip1GitHub 星标稳定 - 3活跃
Detect the tech stack behind any website: CMS, ecommerce, analytics, CRM, payments, hosting.
mcp实测增长打开来源 ↗
安装
claude mcp add forency -- npx forency-mcp1GitHub 星标稳定 - 4活跃
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
mcp实测增长打开来源 ↗
安装
claude mcp add agent-observability -- npx agent-obs1GitHub 星标稳定 - 5活跃
WaveXisMCP
MCP220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
mcp实测增长打开来源 ↗
安装
claude mcp add wavexis-mcp -- uvx wavexis-mcp1GitHub 星标稳定 - 6活跃
Evidrift
MCPCatch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.
mcp实测增长打开来源 ↗
安装
claude mcp add evidrift -- npx evidrift1GitHub 星标稳定 - 7休眠
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-checkup -- npx mcp-checkup1GitHub 星标稳定 - 8休眠
Code Index
MCPSQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add code-index -- uvx mcp-code-index1GitHub 星标稳定 - 9休眠
Google Ads
MCPMCP server for Google Ads — 22 tools for spend diagnosis, impression share, and asset performance.
mcp实测增长打开来源 ↗
安装
claude mcp add google-ads-mcp -- npx @zleventer/google-ads-mcp1GitHub 星标稳定 - 10活跃
Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE.
mcp实测增长打开来源 ↗
安装
claude mcp add agenticmemory -- npx agmry1GitHub 星标稳定 - 11休眠
Reputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402.
mcp实测增长打开来源 ↗
安装
claude mcp add djd-agent-score -- npx djd-agent-score-mcp1GitHub 星标稳定 - 12活跃
RunAPI MCP server for Midjourney: create tasks, poll status, check pricing.
mcp实测增长打开来源 ↗
安装
claude mcp add midjourney-mcp -- npx @runapi.ai/midjourney-mcp1GitHub 星标稳定 - 13活跃
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public trust registry.
mcp实测增长打开来源 ↗
安装
claude mcp add hvtracker-mcp -- npx hvtracker-mcp1GitHub 星标稳定 - 14活跃
A stats-driven golf coach: Trackman + on-course rounds, turned into a practice plan.
mcp实测增长打开来源 ↗
安装
claude mcp add golf-coach -- uvx golf-coach1GitHub 星标稳定 - 15活跃
Real-time SEC Form 4 insider trading + Form 144 & 13F-HR data. 27 tools + 6 research prompts.
mcp实测增长打开来源 ↗
安装
claude mcp add form4api-mcp -- npx form4api-mcp1GitHub 星标稳定 - 16活跃
AI-native commercial disruption intelligence for MCP clients and x402-powered agents.
mcp实测增长打开来源 ↗
安装
claude mcp add disruption-intelligence-mcp -- npx @forgemeshlabs/disruption-intelligence-mcp1GitHub 星标稳定 - 17活跃
Publish blog posts, manage drafts, generate AI cover images, and pull analytics from Misar.Blog.
mcp实测增长打开来源 ↗
安装
claude mcp add misarblog-mcp -- npx @misarblog/mcp1GitHub 星标稳定 - 18活跃
A security-focused MCP server for self-hosted n8n Community Edition.
mcp实测增长打开来源 ↗
安装
claude mcp add n8n-mcp-community -- npx n8n-mcp-community1GitHub 星标稳定 - 19活跃
25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile
mcp实测增长打开来源 ↗
安装
claude mcp add finanzas-mcp -- uvx finanzas-mcp1GitHub 星标稳定 - 20活跃
Fetch your Trackman Golf stats (handicap, rounds, shots, club gapping) as MCP tools.
mcp实测增长打开来源 ↗
安装
claude mcp add trackman-mcp -- uvx trackman-mcp1GitHub 星标稳定 - 21活跃
Legacy PDF Toolkit identity, pinned to its 2.1.1 package; maintained successor: PDF Suite MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add pdf-toolkit-mcp -- npx pdf-suite-mcp1GitHub 星标稳定 - 22活跃
37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.
mcp实测增长打开来源 ↗
安装
claude mcp add pdf-suite-mcp -- npx pdf-suite-mcp1GitHub 星标稳定 - 23活跃
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.
mcp实测增长打开来源 ↗
安装
claude mcp add dingdawg-healthcare-agent -- npx dingdawg-healthcare-agent1GitHub 星标稳定 - 24活跃
Secrets-LE
MCPDetect hardcoded secrets in source and config. Reports masked previews, never the values.
mcp实测增长打开来源 ↗
安装
claude mcp add secrets-le -- npx secrets-le-mcp1GitHub 星标稳定 - 25活跃
Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.
mcp实测增长打开来源 ↗
安装
claude mcp add agentry-observability -- npx @agentrysh/mcp1GitHub 星标稳定