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, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-04 至 2026-09-10
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
Gryz
MCPCross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://www.gryz.ai/api/mcp2GitHub 星标+2 - 2活跃
Drive a browser you are already signed into, through the free T3rnel Browser extension.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge2GitHub 星标+2 - 3活跃
Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.
mcp实测增长打开来源 ↗
安装
claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp2GitHub 星标+2 - 4活跃
A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit2GitHub 星标+2 - 5活跃
Adaptive AI training coach MCP server backed by Garmin Connect
mcp实测增长打开来源 ↗
安装
claude mcp add coach-mcp -- uvx garmin-coach-mcp2GitHub 星标+2 - 6活跃
Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.budgetpixel.com/mcp2GitHub 星标+1 (+100.0 %) - 7活跃
Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://garmin-mcp-nuqd.onrender.com/mcp2GitHub 星标+1 (+100.0 %) - 8活跃
Flutter UI/UX design skill for Claude Code, Cursor & AI coding agents. Material 3 theming, dark mode, animations, anti-patterns - make Flutter apps look designed, not defaulted.
github实测增长打开来源 ↗
安装
git clone https://github.com/parasvishwa/beautify-flutter ~/.claude/skills/beautify-flutter2GitHub 星标+1 (+100.0 %) - 9活跃
Read-only access to the Islam West Africa Collection via Hugging Face datasets.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://islam.zmo.de/mcp/2GitHub 星标+1 (+100.0 %) - 10活跃
🔨 Agentic workflow template
github实测增长打开来源 ↗
安装
git clone https://github.com/95gabor/agentic-workflow ~/.claude/skills/agentic-workflow2GitHub 星标+1 (+100.0 %) - 11休眠
A ready-to-use Claude Code project scaffold — rules, commands, skills, agents, and hooks in one command.
github实测增长打开来源 ↗
安装
/plugin marketplace add KhaiTrang1995/claude-code-structure2GitHub 星标+1 (+100.0 %) - 122GitHub 星标+1 (+100.0 %)
- 13活跃
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
mcp实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 14活跃
Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.
mcp实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 15休眠
Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.
github实测增长打开来源 ↗
安装
git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill2GitHub 星标+1 (+100.0 %) - 16活跃
Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.
mcp实测增长打开来源 ↗
安装
claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp2GitHub 星标+1 (+100.0 %) - 17活跃
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
mcp实测增长打开来源 ↗
安装
claude mcp add omni-computer-use -- uvx omni-computer-use-mcp2GitHub 星标+1 (+100.0 %) - 18活跃
Shrike
MCPGoverns what AI agents do: tool calls, SQL, commands, files checked against policy before they run.
mcp实测增长打开来源 ↗
安装
claude mcp add shrike-mcp -- npx shrike-mcp2GitHub 星标+1 (+100.0 %) - 19活跃
Task-monitoring notification plugin for DeepSeek Harness (dsh): turn/end alerts, human-confirmation with timeout escalation, SAPI voice, HTTP/A2A/MCP channels — zero-dependency build-free bundle
github实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 20活跃
reactor
其他Open-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.
github实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 21活跃
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.criticalpathpartners.ca/mcp2GitHub 星标+1 (+100.0 %) - 22活跃
AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…
github实测增长打开来源 ↗
安装
git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI2GitHub 星标+1 (+100.0 %) - 232GitHub 星标+1 (+100.0 %)
- 242GitHub 星标+1 (+100.0 %)
- 252GitHub 星标+1 (+100.0 %)