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
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 %) - 3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 - 4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 - 5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 - 6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 - 7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 - 8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 %) - 9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 %) - 10活跃
Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting
mcp实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 112GitHub 星标+1 (+100.0 %)
- 12活跃
Publish HTML as a tracked link and see who opened it and which sections they read.
mcp实测增长打开来源 ↗
安装
claude mcp add share -- npx htmlradar-mcp2GitHub 星标+1 (+100.0 %) - 13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 %) - 14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 %) - 15活跃
Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor
mcp实测增长打开来源 ↗
安装
claude mcp add th-memory-mcp -- npx th-memory-mcp2GitHub 星标+1 (+100.0 %) - 16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 %) - 17休眠
fastapi-a2a
智能体A zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.
github实测增长打开来源 ↗
2GitHub 星标+1 (+100.0 %) - 18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 %) - 19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 computer-use-omni -- uvx computer-use-omni2GitHub 星标+1 (+100.0 %) - 20活跃
Czso Cz
MCPCzech Statistical Office (Český statistický úřad, ČSÚ) open-data 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/czso-cz/mcp2GitHub 星标+1 (+100.0 %) - 21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 %) - 22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 %) - 232GitHub 星标+1 (+100.0 %)
- 24活跃
Harvard Art
MCPHarvard Art Museums 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/harvard-art/mcp2GitHub 星标+1 (+100.0 %) - 25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 %)