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
Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.
mcp实测增长打开来源 ↗
安装
claude mcp add ellmos-servercommander-mcp -- npx ellmos-servercommander-mcp1GitHub 星标稳定 - 2活跃
Google Search Console MCP: search analytics, URL inspection, site management.
mcp实测增长打开来源 ↗
安装
claude mcp add google-gsc -- npx mcp-google-gsc1GitHub 星标稳定 - 3休眠
JSON contract registry and validator for structured LLM and agent outputs.
mcp实测增长打开来源 ↗
安装
claude mcp add json-contracts -- npx json-contracts1GitHub 星标稳定 - 4活跃
Risk regime + treasury for AI agents on Base: free regime reads, signed attestations, idle USDC.
mcp实测增长打开来源 ↗
安装
claude mcp add gblin-treasury-risk-regime -- npx @gblin-protocol/mcp-server1GitHub 星标稳定 - 5休眠
Save any product URL to your Wishfinity wishlist. Works with any MCP client.
mcp实测增长打开来源 ↗
安装
claude mcp add wishfinity-mcp-plusw -- npx wishfinity-mcp-plusw1GitHub 星标稳定 - 6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 - 7休眠
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
mcp实测增长打开来源 ↗
安装
claude mcp add markly -- npx markly-mcp-server1GitHub 星标稳定 - 8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 - 9活跃
XFuel
MCPSubmit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/verify ZK proofs.
mcp实测增长打开来源 ↗
安装
claude mcp add xfuel-mcp -- npx xfuel-mcp1GitHub 星标稳定 - 10活跃
mcpindex
MCPThe MCP server index that vets servers, not just lists them. Advisory screen before you install.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-mcpindex -- npx mcp-server-mcpindex1GitHub 星标稳定 - 11活跃
LiteScope
MCPOperations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.
mcp实测增长打开来源 ↗
安装
claude mcp add litescope -- npx litescope1GitHub 星标稳定 - 12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 - 13活跃
XRPName
MCPXRPL domains for AI agents — availability, pricing, profiles, portfolio, and register links.
mcp实测增长打开来源 ↗
安装
claude mcp add xrpname-mcp-server -- npx @xrpname/xrpname-mcp1GitHub 星标稳定 - 14休眠
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS management.
mcp实测增长打开来源 ↗
安装
claude mcp add ai-hr-management-toolkit -- npx mcp-ai-hr-management-toolkit1GitHub 星标稳定 - 15休眠
SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes
mcp实测增长打开来源 ↗
安装
claude mcp add financial-hub-mcp -- npx financial-hub-mcp1GitHub 星标稳定 - 16活跃
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and HR zones.
mcp实测增长打开来源 ↗
安装
claude mcp add rundida-mcp -- npx @rundida/mcp-server1GitHub 星标稳定 - 17活跃
E-commerce storefront over MCP: public catalog tools plus token-gated back-office tools.
mcp实测增长打开来源 ↗
安装
claude mcp add storefront-mcp -- npx storefront-mcp1GitHub 星标稳定 - 18活跃
Validate, query, safely edit, and wireframe MAIAS app-IA documents: cascading renames, atomic edits.
mcp实测增长打开来源 ↗
安装
claude mcp add maias -- npx @maias/mcp1GitHub 星标稳定 - 19活跃
RunAPI MCP server for Veo 3.1: create tasks, poll status, check pricing.
mcp实测增长打开来源 ↗
安装
claude mcp add veo-3-1-mcp -- npx @runapi.ai/veo-3-1-mcp1GitHub 星标稳定 - 20活跃
Local-first, read-only WHOOP MCP server for recovery, sleep, strain, workouts, and body signals
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-whoop -- npx mcp-server-whoop1GitHub 星标稳定 - 21活跃
Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes
mcp实测增长打开来源 ↗
安装
claude mcp add wemo -- uvx wemo-mcp-server1GitHub 星标稳定 - 22活跃
Oura Ring
MCPMCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workouts).
mcp实测增长打开来源 ↗
安装
claude mcp add oura-mcp -- npx @yasuakiomokawa/oura-mcp1GitHub 星标稳定 - 23活跃
Oura Ring MCP server for the Oura API v2: sleep, readiness, activity, heart rate, and more.
mcp实测增长打开来源 ↗
安装
claude mcp add oura-ring-mcp-server -- npx oura-ring-mcp-server1GitHub 星标稳定 - 24活跃
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather, corporate registry
mcp实测增长打开来源 ↗
安装
claude mcp add japan-data-mcp -- npx @mameta/japan-data-mcp1GitHub 星标稳定 - 25休眠
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
mcp实测增长打开来源 ↗
安装
claude mcp add crypto-signals-mcp -- uvx crypto-signals-mcp1GitHub 星标稳定