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
Live cross-DEX pool prices, liquidity and spreads on 6 EVM chains, read from on-chain pool state.
mcp实测增长打开来源 ↗
安装
claude mcp add arb-dex-mcp -- npx arb-dex-mcp1GitHub 星标稳定 - 2活跃
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.
mcp实测增长打开来源 ↗
安装
claude mcp add agentloopkit -- npx agentloopkit1GitHub 星标稳定 - 3活跃
Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.
mcp实测增长打开来源 ↗
安装
claude mcp add shipmail-mcp -- npx shipmail-mcp1GitHub 星标稳定 - 4活跃
HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.
mcp实测增长打开来源 ↗
安装
claude mcp add hpsilab-quant-finance-mcp -- uvx hpsilab-quant-finance-mcp1GitHub 星标稳定 - 5已放弃
BaseAPI is a production-ready backend framework built with FastAPI, designed for rapid development of secure, scalable web applications. It includes JWT authentication, background task processing with Celery + Redis, Postgress integration,…
github实测增长打开来源 ↗
1GitHub 星标稳定 - 6活跃
Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL.
mcp实测增长打开来源 ↗
安装
claude mcp add google-ads -- npx mcp-google-ads1GitHub 星标稳定 - 7活跃
Local stdio MCP server for cached, loop-aware JS/TypeScript diagnostics (Oxlint, tsc, Biome).
mcp实测增长打开来源 ↗
安装
claude mcp add signalint -- npx signalint-mcp1GitHub 星标稳定 - 8活跃
Live flight tracking and aviation data via FlightAware AeroAPI (flights, airports, alerts).
mcp实测增长打开来源 ↗
安装
claude mcp add flightaware-mcp -- npx @chrischall/flightaware-mcp1GitHub 星标稳定 - 9活跃
Polymarket smart-money analytics: whale leaderboard, wallet P&L, market consensus, live alerts
mcp实测增长打开来源 ↗
安装
claude mcp add orcalayer-mcp -- uvx orcalayer-mcp1GitHub 星标稳定 - 10活跃
AgentDocs (agentdocs.eu) MCP: read, search, write, comment, share & attach images to Markdown docs.
mcp实测增长打开来源 ↗
安装
claude mcp add agentdocs-mcp -- npx agentdocs-mcp1GitHub 星标稳定 - 11活跃
Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.
mcp实测增长打开来源 ↗
安装
claude mcp add claude-replay -- uvx claude-replay1GitHub 星标稳定 - 12活跃
APEX PSI
MCPCryptographic truth infrastructure for AI agents: seal, verify, anchor, cite, audit.
mcp实测增长打开来源 ↗
安装
claude mcp add apex-psi-mcp -- npx apex-psi-mcp1GitHub 星标稳定 - 13活跃
MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-yandex-direct -- npx mcp-yandex-direct1GitHub 星标稳定 - 14活跃
Commerce for AI agents. 44 MCP tools. 380 retailers (336 verified), 21 countries, 4 platforms.
mcp实测增长打开来源 ↗
安装
claude mcp add cli-market-world -- uvx cli-market-world1GitHub 星标稳定 - 151GitHub 星标稳定
- 16休眠
Full-spectrum web application VAPT skill for Claude Code, OpenCode, Codex CLI & Gemini CLI — from reconnaissance to exploitation to remediation reporting
github实测增长打开来源 ↗
安装
git clone https://github.com/bhuvangupta/vapt-claude ~/.claude/skills/vapt-claude1GitHub 星标稳定 - 17活跃
Multidim
MCPStructured thinking grids for AI agents: deterministic analysis frames, validation, learned traps
mcp实测增长打开来源 ↗
安装
claude mcp add multidim-mcp -- uvx multidim-mcp1GitHub 星标稳定 - 18活跃
MCP server for Keepsake — the personal CRM for nurturing your relationships
mcp实测增长打开来源 ↗
安装
claude mcp add keepsake -- npx keepsake-mcp1GitHub 星标稳定 - 19活跃
Visa and entry requirements for any passport/destination pair, in 15 languages. Free key.
mcp实测增长打开来源 ↗
安装
claude mcp add orizn-visa-mcp -- npx orizn-visa-mcp1GitHub 星标稳定 - 20活跃
Groupon deals for Claude — search and browse local, goods, and travel deals
mcp实测增长打开来源 ↗
安装
claude mcp add groupon-mcp -- npx groupon-mcp1GitHub 星标稳定 - 211GitHub 星标稳定
- 22活跃
Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.
mcp实测增长打开来源 ↗
安装
claude mcp add stellify-mcp -- npx @stellisoft/stellify-mcp1GitHub 星标稳定 - 23活跃
AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.
mcp实测增长打开来源 ↗
安装
claude mcp add katto-mcp -- npx katto-mcp1GitHub 星标稳定 - 24活跃
Local MCP tools for crawler-readability and discovery-file diagnostics.
mcp实测增长打开来源 ↗
安装
claude mcp add prerenderbuddy-mcp -- npx @prerenderbuddy/mcp1GitHub 星标稳定 - 25活跃
Search Viator tours and activities — products, availability, attractions, destinations.
mcp实测增长打开来源 ↗
安装
claude mcp add viator-mcp -- npx @chrischall/viator-mcp1GitHub 星标稳定