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
Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.
mcp实测增长打开来源 ↗
安装
claude mcp add sonde -- npx @cheppulabs/sonde3GitHub 星标+3 - 2活跃
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server -- npx @vectros-ai/mcp-server3GitHub 星标+2 (+200.0 %) - 3活跃
threadmesh
智能体Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.
github实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 4活跃
codeindex
MCPStructural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
mcp实测增长打开来源 ↗
安装
claude mcp add codeindex -- npx @munhq/codeindex3GitHub 星标+2 (+200.0 %) - 5活跃
2Captcha MCP
MCPFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
mcp实测增长打开来源 ↗
安装
claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp3GitHub 星标+2 (+200.0 %) - 6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 - 7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 - 8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 - 9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 %) - 10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 %) - 11活跃
skills
技能Steve Polito's Agent Skills
github实测增长打开来源 ↗
安装
git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills2GitHub 星标+1 (+100.0 %) - 12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 %) - 13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 %) - 142GitHub 星标+1 (+100.0 %)
- 152GitHub 星标+1 (+100.0 %)
- 16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 %) - 172GitHub 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
🔨 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 %) - 20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 %) - 21活跃
Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add macos-mcp-server -- npx @cyanheads/macos-mcp-server2GitHub 星标+1 (+100.0 %) - 22活跃
Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.
mcp实测增长打开来源 ↗
安装
claude mcp add openstates-mcp-server -- npx @cyanheads/openstates-mcp-server2GitHub 星标+1 (+100.0 %) - 23活跃
Va Museum
MCPVictoria and Albert Museum (V&A) Collections MCP.
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/va-museum/mcp2GitHub 星标+1 (+100.0 %) - 242GitHub 星标+1 (+100.0 %)
- 25活跃
Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-questdb -- npx @questdb/mcp-server-questdb2GitHub 星标+1 (+100.0 %)