工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
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
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 - 2活跃
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
mcp实测增长打开来源 ↗
安装
claude mcp add axiom-math -- npx axiom-math2GitHub 星标+1 (+100.0 %) - 3活跃
Read + write MCP server for OpenEMIS — free open-source school management system. 675 resources.
mcp实测增长打开来源 ↗
安装
claude mcp add openemis-pro -- npx openemis-mcp-pro2GitHub 星标+1 (+100.0 %) - 4休眠
Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/DKIM/DMARC).
mcp实测增长打开来源 ↗
安装
claude mcp add inbox-check -- npx ldm-inbox-check-mcp2GitHub 星标+1 (+100.0 %) - 5活跃
Scaffold projects from the Starter Series templates — MCP server, Claude Code skill, and CLI.
mcp实测增长打开来源 ↗
安装
claude mcp add create-starter -- npx @starter-series/create2GitHub 星标+1 (+100.0 %) - 6活跃
Japan payroll & social insurance. 日本の給与計算・社会保険。47都道府県の料率、源泉所得税、割増賃金、有給、標準報酬月額の改定、最低賃金。根拠の条文つき。
mcp实测增长打开来源 ↗
安装
claude mcp add jp-payroll-mcp -- npx jp-payroll-mcp1GitHub 星标+1 - 7活跃
Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://elthio-production.up.railway.app/mcp1GitHub 星标+1 - 8活跃
GestãoClick
MCPGestãoClick ERP (business management for SMBs) via the official API: customers, suppliers, products
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://api.mcp.ai/p_gestaoclick1GitHub 星标+1 - 9活跃
KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.
mcp实测增长打开来源 ↗
安装
claude mcp add shield-kya -- npx @shield-agent/kya1GitHub 星标+1 - 10活跃
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
mcp实测增长打开来源 ↗
安装
claude mcp add swiss-housing-mcp -- uvx swiss-housing-mcp1GitHub 星标+1 - 111GitHub 星标+1
- 12活跃
CogMemory MCP Server — Unified context subsystems for AI coding agents
mcp实测增长打开来源 ↗
安装
claude mcp add cogmemory-mcp -- npx cogmemory-mcp1GitHub 星标+1 - 13休眠
Persistent cross-project memory for Cursor and Claude Code using local semantic search.
mcp实测增长打开来源 ↗
安装
claude mcp add longmem -- uvx longmem1GitHub 星标+1 - 14活跃
Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today
mcp实测增长打开来源 ↗
安装
claude mcp add atlaspi -- uvx atlaspi-mcp1GitHub 星标+1 - 15活跃
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
mcp实测增长打开来源 ↗
安装
claude mcp add toyota -- uvx toyota-mcp1GitHub 星标+1 - 16活跃
heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://heera.it/wp-json/agentimus/v1/mcp1GitHub 星标+1 - 17休眠
Personal MCP server for humans who create. Proof of authorship, license control.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://kapoost.humanmcp.net/mcp1GitHub 星标+1 - 181GitHub 星标+1
- 19活跃
Librarian
MCPDeterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
mcp实测增长打开来源 ↗
安装
claude mcp add librarian -- uvx librarian-cli1GitHub 星标+1 - 20活跃
art
MCPArt MCP — Metropolitan Museum of Art Collection API (free, no auth)
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/art/mcp1GitHub 星标+1 - 21活跃
Bhagavad Gita MCP — Hindu scripture / Vedic text.
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/bhagavad-gita/mcp1GitHub 星标+1 - 22活跃
EU Funding & Tenders Portal (SEDIA search API) 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/eu-funding-tenders/mcp1GitHub 星标+1 - 23活跃
dictionary
MCPDictionary MCP — wraps Free Dictionary API (free, no auth)
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/dictionary/mcp1GitHub 星标+1 - 24活跃
Firecrawl
MCPFirecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web
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/firecrawl/mcp1GitHub 星标+1 - 25活跃
words
MCPWords MCP — wraps Datamuse API (free, no auth required)
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/words/mcp1GitHub 星标+1