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
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
mcp实测增长打开来源 ↗
安装
claude mcp add apexvol-mcp -- uvx apexvol-mcp1GitHub 星标+1 - 2活跃
Live truck GPS: create loads, read position, ETA, driver state and trip stats, cancel a load.
mcp实测增长打开来源 ↗
安装
claude mcp add pingpoint -- npx @suverselabs/pingpoint-mcp1GitHub 星标稳定 - 3活跃
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scanned files, any URL.
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.file2markdown.ai/mcp1GitHub 星标稳定 - 4活跃
Scrapingdog
MCPScrapingdog MCP — wraps Scrapingdog (scrapingdog.com), a proxy-based 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/scrapingdog/mcp1GitHub 星标稳定 - 5活跃
Letterhead PDF as digital stationery: prints Markdown without overprinting header, footer, or logo.
mcp实测增长打开来源 ↗
安装
claude mcp add mac-letterhead -- uvx Mac-letterhead1GitHub 星标稳定 - 6活跃
63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://archtools.dev/mcp1GitHub 星标稳定 - 7活跃
MCPSentinel
MCPPrecision-first security scanning for Model Context Protocol servers.
mcp实测增长打开来源 ↗
安装
claude mcp add mcpsentinel -- uvx mcp-guardian-scan1GitHub 星标稳定 - 8活跃
ArkHive MCP
MCPArkHive MCP: governed, tamper-evident local memory for AI agents. Where context gives meaning.
mcp实测增长打开来源 ↗
安装
claude mcp add arkhive -- uvx arkhive-mcp1GitHub 星标稳定 - 9活跃
ProvenTools
MCPRead-only ProvenTools business ideas, evidence, build prompts, and validation reports.
mcp实测增长打开来源 ↗
安装
claude mcp add proventools -- npx @proventools/mcp1GitHub 星标稳定 - 10活跃
LicenseGuard
MCPCheck if a dependency's license obligates you, based on how you ship. npm, PyPI, Go.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://license-guard.rcc-aoki.workers.dev/mcp1GitHub 星标稳定 - 11活跃
Governed execution cells for AI agents: Docker/K8s sandboxes with policy, audit, and approvals.
mcp实测增长打开来源 ↗
1GitHub 星标稳定 - 12休眠
Swiss health insurance premiums (Krankenkassen-Prämien) 2016-2026. 1.6M records from BAG.
mcp实测增长打开来源 ↗
安装
claude mcp add swiss-health-mcp -- npx @prinz_esox/swiss-health-mcp1GitHub 星标稳定 - 13休眠
Multi-agent research system in a node-based architecture represented in a cyclic graph, made with LangGraph, Gemini, FastAPI & React Vite.
github实测增长打开来源 ↗
1GitHub 星标稳定 - 14活跃
MCP-first control plane for ProAgentStore agents and private instances.
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.proagentstore.online/mcp1GitHub 星标稳定 - 15休眠
Unified inbox MCP for WhatsApp, Telegram, Email, voice — read/send messages, search, AI agents.
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.dialogbrain.com/mcp1GitHub 星标稳定 - 16休眠
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP
mcp实测增长打开来源 ↗
安装
claude mcp add holomime -- npx holomime1GitHub 星标稳定 - 171GitHub 星标稳定
- 18活跃
MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.
mcp实测增长打开来源 ↗
安装
claude mcp add gocd -- npx gocd-mcp1GitHub 星标稳定 - 191GitHub 星标稳定
- 20活跃
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
mcp实测增长打开来源 ↗
安装
claude mcp add ainative-zerodb-memory-mcp -- npx ainative-zerodb-memory-mcp1GitHub 星标稳定 - 21休眠
ProdPoke
MCPAI QA tester — real browsers scan sites for bugs, SEO, perf, and accessibility issues via chat.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://prodpoke.com/v1/mcp1GitHub 星标稳定 - 22休眠
Extracts decision intent from git history and protects intentional code from AI modification.
mcp实测增长打开来源 ↗
安装
claude mcp add wisegit -- npx @sandip124/wisegit1GitHub 星标稳定 - 231GitHub 星标稳定
- 24活跃
Samgov
MCPSAM.gov MCP — Federal contract opportunities and entity registration data
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/samgov/mcp1GitHub 星标稳定 - 25活跃
Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).
mcp实测增长打开来源 ↗
安装
claude mcp add quellgeist-logs -- uvx quellgeist1GitHub 星标稳定