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: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-04 至 2026-09-11
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
Image Gen
MCPGenerate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
mcp实测增长打开来源 ↗
安装
claude mcp add image-gen -- npx @nuver-labs/image-gen-mcp1GitHub 星标+1 - 2活跃
Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://fixzi.ai/api/mcp1GitHub 星标+1 - 3活跃
Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://api.mnemom.ai/mcp?profile=directory1GitHub 星标+1 - 4休眠
TCG MCP
MCPPokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.
mcp实测增长打开来源 ↗
安装
claude mcp add tcg-mcp -- uvx tcg-mcp1GitHub 星标+1 - 5活跃
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
mcp实测增长打开来源 ↗
安装
claude mcp add apexvol-mcp -- uvx apexvol-mcp1GitHub 星标+1 - 6活跃
Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://api.isittrustready.ai/mcp1GitHub 星标+1 - 7活跃
Add products to Bring! from a photo — MCP for AI recognition, catalog matching, and verified writes.
mcp实测增长打开来源 ↗
安装
claude mcp add bring-photo-mcp -- npx bring-photo-mcp1GitHub 星标+1 - 8活跃
HEA-Bench
MCPHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.
mcp实测增长打开来源 ↗
安装
claude mcp add hea-bench -- uvx hea-bench1GitHub 星标+1 - 9活跃
Amtrak
MCPAmtrak MCP — live Amtrak train tracking via the community Amtraker API
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/amtrak/mcp1GitHub 星标+1 - 10活跃
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/words/mcp1GitHub 星标+1 - 11活跃
SpecMgr
MCPAn artifact manager for system specifications.
mcp实测增长打开来源 ↗
安装
claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr1GitHub 星标+1 - 12活跃
Letterhead PDF as digital stationery: prints Markdown without overprinting header, footer, or logo.
mcp实测增长打开来源 ↗
安装
claude mcp add mac-letterhead -- uvx Mac-letterhead1GitHub 星标+1 - 13活跃
Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab1GitHub 星标+1 - 14活跃
Pushary
MCPReach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://pushary.com/api/mcp/mcp1GitHub 星标+1 - 15活跃
AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.
mcp实测增长打开来源 ↗
安装
claude mcp add fidacy-mcp -- npx @fidacy/mcp1GitHub 星标+1 - 16活跃
SpecMgr
MCPAn artifact manager for system specifications.
mcp实测增长打开来源 ↗
安装
claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr1GitHub 星标+1 - 17活跃
Flickies
MCPSelf-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).
mcp实测增长打开来源 ↗
1GitHub 星标+1 - 18活跃
Local multi-client RAG server over the Model Context Protocol.
mcp实测增长打开来源 ↗
安装
claude mcp add cortex -- uvx cortex-local-rag1GitHub 星标+1 - 19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+1 - 20活跃
Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx @gripforgeai/mcp1GitHub 星标+1 - 21活跃
Base token-safety for agents: the only B20 freeze/seize/rug suite + pre-trade gates, over x402.
mcp实测增长打开来源 ↗
安装
claude mcp add x402-bazaar-mcp -- npx x402-bazaar-mcp1GitHub 星标+1 - 22休眠
GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.
mcp实测增长打开来源 ↗
安装
claude mcp add ghl-mcp-server -- npx @northrosetech/ghl-mcp-server1GitHub 星标+1 - 23活跃
Google Trends, YouTube, Ads Transparency and Play reviews over plain HTTP. No API key.
mcp实测增长打开来源 ↗
安装
claude mcp add google-data-mcp -- uvx google-data-mcp1GitHub 星标+1 - 24休眠
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.
mcp实测增长打开来源 ↗
安装
claude mcp add robotstxt-ai -- npx robotstxt-ai-mcp1GitHub 星标+1 - 25活跃
Amazon product search returning paste-ready affiliate deal rows for your blog
mcp实测增长打开来源 ↗
安装
claude mcp add amazon-creators -- npx @houtini/amazon-creators-mcp1GitHub 星标+1