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: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-04 至 2026-09-11
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
Local MCP server generating complete App Store & Google Play screenshot sets.
mcp实测增长打开来源 ↗
安装
claude mcp add truepane -- npx truepane-mcp2GitHub 星标+1 (+100.0 %) - 3活跃
ECRVSP Restrições: Bloqueios Judiciais RENAJUD, official-source lookup. Platform-hosted, pay per que
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_ecrvsp_restricoes_renajud1GitHub 星标+1 - 4活跃
Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).
mcp实测增长打开来源 ↗
安装
claude mcp add chinese-history-mcp -- uvx chinese-history-mcp1GitHub 星标+1 - 51GitHub 星标+1
- 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 - 81GitHub 星标+1
- 91GitHub 星标+1
- 10休眠
Sae
智能体A lawyer for the agent economy. AI agents can request contract review, risk analysis, and legal guidance via A2A protocol.
github实测增长打开来源 ↗
1GitHub 星标+1 - 11活跃
Hosted markdown project wikis your team's AI assistants read, search, and update over 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://getagentwiki.com/mcp1GitHub 星标+1 - 12休眠
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
mcp实测增长打开来源 ↗
安装
claude mcp add expense-mcp -- uvx expense-mcp1GitHub 星标+1 - 13活跃
Meeba Brain
MCPRepository knowledge graph MCP server for codebase understanding and debugging.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://meeba-context-mcp-469248886325.us-central1.run.app/mcp1GitHub 星标+1 - 14活跃
Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging.
mcp实测增长打开来源 ↗
1GitHub 星标+1 - 15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 - 16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 - 17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 - 18活跃
Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://nimistu.ee/api/mcp1GitHub 星标+1 - 19活跃
argus
智能体ARGUS — Agentic Risk & Governance Unified Screening | Multi-agent KYC system powered by Azure AI Foundry + Foundry IQ | Microsoft Agents League Hackathon 2026 — Reasoning Agents track
github实测增长打开来源 ↗
1GitHub 星标+1 - 20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 - 21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 - 22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 - 23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 - 241GitHub 星标+1
- 25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