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
MCP server enabling AI assistants to interact with Figma designs via natural language commands
mcp实测增长打开来源 ↗
安装
claude mcp add figma_mcp_server_actor -- npx @oabolade-pegasus/figma-mcp-server1GitHub 星标稳定 - 2活跃
AI support agent — ticket classification, response drafting, escalation routing.
mcp实测增长打开来源 ↗
安装
claude mcp add dingdawg-support-agent -- npx dingdawg-support-agent1GitHub 星标稳定 - 3活跃
Generate a timed exam on any topic and take it in an interactive exam sheet with live grading.
mcp实测增长打开来源 ↗
安装
claude mcp add exam-sheet -- npx @giuliobmb/exam-sheet-mcp1GitHub 星标稳定 - 4活跃
Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces).
mcp实测增长打开来源 ↗
安装
claude mcp add resend-email-mcp -- npx resend-email-mcp1GitHub 星标稳定 - 5活跃
MCP server for Sberbank API — accounts, statements. Bearer token auth.
mcp实测增长打开来源 ↗
安装
claude mcp add sber-mcp -- npx @theyahia/sber-mcp1GitHub 星标稳定 - 6休眠
ActTrace
MCPClassify AI systems under the EU AI Act and generate Article 50 transparency notices.
mcp实测增长打开来源 ↗
安装
claude mcp add acttrace -- uvx acttrace-mcp1GitHub 星标稳定 - 7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 - 8休眠
MCP server with UI for NASA images
mcp实测增长打开来源 ↗
安装
claude mcp add nasa-images -- npx @kaitoy/nasa-images-mcp-server1GitHub 星标稳定 - 9休眠
Indian-accurate nutrition logging for your AI: IFCT 2017 + USDA, by text or photo.
mcp实测增长打开来源 ↗
安装
claude mcp add indian-food-nutrition-mcp -- npx indian-food-nutrition-mcp1GitHub 星标稳定 - 10活跃
Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP
mcp实测增长打开来源 ↗
安装
claude mcp add openpaper-mcp -- uvx openpaper-mcp1GitHub 星标稳定 - 11休眠
Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
mcp实测增长打开来源 ↗
安装
claude mcp add openapi-dynamic -- npx openapi-dynamic-mcp1GitHub 星标稳定 - 12活跃
Record AI decisions to a tamper-evident audit ledger from any MCP-compatible agent.
mcp实测增长打开来源 ↗
安装
claude mcp add audit-ledger-mcp -- npx audit-ledger-mcp1GitHub 星标稳定 - 13休眠
Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.
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.grantiq.us/mcp/1GitHub 星标稳定 - 14活跃
UI feedback for AI-assisted building. Click elements, rate them, agents triage via MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add spikes -- npx spikes-mcp1GitHub 星标稳定 - 15休眠
B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.
mcp实测增长打开来源 ↗
安装
claude mcp add scrapercity-cli -- npx scrapercity1GitHub 星标稳定 - 16活跃
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via mcdev.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-mcdev -- npx mcp-server-mcdev1GitHub 星标稳定 - 17活跃
Vantio Gate
MCPVantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add vantio-gate -- npx @vantio/gate-mcp1GitHub 星标稳定 - 18活跃
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-quantum crypto
mcp实测增长打开来源 ↗
安装
claude mcp add astracipher -- npx @astracipher/core1GitHub 星标稳定 - 19休眠
Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.
mcp实测增长打开来源 ↗
安装
claude mcp add furlow-mcp -- npx @furlow/mcp1GitHub 星标稳定 - 20休眠
MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents
mcp实测增长打开来源 ↗
安装
claude mcp add v8-cpu-profile-decoder-mcp -- npx v8-cpu-profile-decoder-mcp1GitHub 星标稳定 - 21活跃
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
mcp实测增长打开来源 ↗
安装
claude mcp add maxaeo-ai-visibility-mcp -- npx maxaeo-ai-visibility-mcp1GitHub 星标稳定 - 22休眠
Meta MCP server that generates other MCP servers — the factory that builds factories
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx mcp-forge-mcp1GitHub 星标稳定 - 23休眠
MCP server providing Jewish prayer times (zmanim) calculations for any location worldwide.
mcp实测增长打开来源 ↗
安装
claude mcp add zmanim-mcp-server -- uvx zmanim-mcp-server1GitHub 星标稳定 - 24休眠
LionScraper Node: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.
mcp实测增长打开来源 ↗
安装
claude mcp add lionscraper-node -- npx lionscraper1GitHub 星标稳定 - 25休眠
An MCP server that provides [describe what your server does]
mcp实测增长打开来源 ↗
安装
claude mcp add fastmcp-pdftools -- uvx fastmcp-pdftools1GitHub 星标稳定