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: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-05 至 2026-09-12
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休眠
Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.
mcp实测增长打开来源 ↗
安装
claude mcp add memory -- npx @sharedmemory/mcp-server1GitHub 星标稳定 - 2活跃
Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.
mcp实测增长打开来源 ↗
安装
claude mcp add weather -- npx @smarterweather/mcp-weather1GitHub 星标稳定 - 3休眠
The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), major MCP clients.
mcp实测增长打开来源 ↗
安装
claude mcp add godot -- uvx godot-mcp-server1GitHub 星标稳定 - 4活跃
MCP server for ELMA365 API — app items, BPM tasks. 3 tools.
mcp实测增长打开来源 ↗
安装
claude mcp add elma365-mcp -- npx @theyahia/elma365-mcp1GitHub 星标稳定 - 5休眠
MCP server for README.md generation from project metadata
mcp实测增长打开来源 ↗
安装
claude mcp add readme -- npx readme-forge-mcp1GitHub 星标稳定 - 6活跃
AI code review — security, quality, performance. Learns your patterns. Receipted.
mcp实测增长打开来源 ↗
安装
claude mcp add dingdawg-code-review -- npx dingdawg-code-review1GitHub 星标稳定 - 7休眠
MCP for Uranium NFT tools to mint, list, and manage digital assets on the permaweb.
mcp实测增长打开来源 ↗
安装
claude mcp add uranium-mcp -- npx uranium-tools-mcp1GitHub 星标稳定 - 8休眠
Merchant trust verification for AI agents. One call = trust score, badge, and purchase safety.
mcp实测增长打开来源 ↗
安装
claude mcp add otr-protocol -- npx @otr-protocol/mcp-server1GitHub 星标稳定 - 9活跃
MCP server for AI agents to manage multiple wallets with coordinated trading and batch operations on
mcp实测增长打开来源 ↗
安装
claude mcp add base-multi-wallet-mcp -- npx base-multi-wallet-mcp1GitHub 星标稳定 - 10休眠
Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation.
mcp实测增长打开来源 ↗
安装
claude mcp add eulerian-marketing-platform-mcp -- uvx eulerian-marketing-platform1GitHub 星标稳定 - 11活跃
MCP server for Dynadot domain registrar — domain search, registration, DNS, and transfers
mcp实测增长打开来源 ↗
安装
claude mcp add dynadot -- npx dynadot-mcp1GitHub 星标稳定 - 12活跃
Query Magic: The Gathering cards, sets, and prices and manage your I Want My MTG collection.
mcp实测增长打开来源 ↗
安装
claude mcp add iwantmymtg-mcp -- npx iwantmymtg-mcp1GitHub 星标稳定 - 13活跃
Animated b-roll overlays for short-form video. Paste a script, get an mp4. Free, MIT, local.
mcp实测增长打开来源 ↗
安装
claude mcp add video-overlay-kit -- npx @alichherawalla/video-overlay-kit1GitHub 星标稳定 - 14休眠
MCP Server for Optics Design System documentation and token usage.
mcp实测增长打开来源 ↗
安装
claude mcp add optics-mcp -- npx optics-mcp1GitHub 星标稳定 - 15活跃
Score any public GitHub repo 0-100 against the commit.show audit rubric.
mcp实测增长打开来源 ↗
安装
claude mcp add audit -- npx commitshow-mcp1GitHub 星标稳定 - 16休眠
Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.
mcp实测增长打开来源 ↗
安装
claude mcp add Figma-Context-MCP-AIR -- npx figma-context-mcp-air1GitHub 星标稳定 - 17活跃
MCP server for NomaCMS. Manage collections, fields, content, assets, and webhooks via AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add nomacms-mcp-server -- npx @nomacms/mcp-server1GitHub 星标稳定 - 18休眠
MCP server for Target - search products, manage cart, track orders
mcp实测增长打开来源 ↗
安装
claude mcp add target -- npx @striderlabs/mcp-target1GitHub 星标稳定 - 19活跃
Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server -- npx @itechsmart/mcp-server1GitHub 星标稳定 - 20活跃
MCP server for Kaiten API — cards, boards. 3 tools.
mcp实测增长打开来源 ↗
安装
claude mcp add kaiten-mcp -- npx @theyahia/kaiten-mcp1GitHub 星标稳定 - 21活跃
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et ROMEO.
mcp实测增长打开来源 ↗
安装
claude mcp add france-travail-mcp -- npx france-travail-mcp1GitHub 星标稳定 - 22休眠
MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions
mcp实测增长打开来源 ↗
安装
claude mcp add playwright-network-chaos-mcp -- npx playwright-network-chaos-mcp1GitHub 星标稳定 - 23休眠
Docker container management and Dockerfile analysis
mcp实测增长打开来源 ↗
安装
claude mcp add docker -- npx @rog0x/mcp-docker-tools1GitHub 星标稳定 - 24活跃
AI2Human
MCPDispatch human-execution tasks with proof verification, local checks, and compliance reviews.
mcp实测增长打开来源 ↗
安装
claude mcp add ai2human-mcp -- uvx ai2human-mcp1GitHub 星标稳定 - 25休眠
PDF Reader
MCPMCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.
mcp实测增长打开来源 ↗
安装
claude mcp add pdf-reader-mcp -- uvx pdf-insight-mcp1GitHub 星标稳定