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
hyprdesk
智能体Orchestrate a team of AI coding agents on your desktop — a router-leader delegates to workers over a local MCP tunnel (A2A), with git-worktree isolation and merge-back, in a Tauri v2 IDE surface.
github实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 3活跃
Control Krita through a secure local MCP server and authenticated Windows bridge.
mcp实测增长打开来源 ↗
安装
claude mcp add krita-codex-mcp -- uvx krita-codex-mcp3GitHub 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
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 %) - 6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 %) - 7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 %) - 8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 - 9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 - 10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 %) - 11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 %) - 12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 %) - 13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 %) - 14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 %) - 15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 %) - 16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 %) - 17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 %) - 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休眠
Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.
mcp实测增长打开来源 ↗
安装
claude mcp add gmail-attachments-mcp -- uvx gmail-attachments-mcp2GitHub 星标+1 (+100.0 %) - 20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 %) - 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活跃
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add clipboard-mcp-server -- npx @cyanheads/clipboard-mcp-server2GitHub 星标+1 (+100.0 %) - 23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 %) - 24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 %) - 252GitHub 星标+1 (+100.0 %)