timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
教 AI 做这类工作的 Skill,可与本项一起使用
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
此项在“连接 AI 的应用”标签中,该标签不使用星标,按以下顺序排列
| 1. 在 Claude 连接器目录中 | 否 | |
|---|---|---|
| 2. 团队实测过 | 否 | |
| 3. 适合泰国用户 | 否 | |
| 4. 不计星标的使用量 | 20/100 | 热度 0 · 新鲜度 12 · 仍在响应 8 |
| 5. 登记日期 | 2026-06-10 |
质量: 基础检查通过 3/4 项(仅展示,不用于排序)
选择你使用的 AI 应用,然后复制设置。
通过 3/4 项检查 · 你的提问会经过开发者的服务器(mcp.sitepulsar.ai) · ✓ 命令已检查 2026年11月13日
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude · 约 2 分钟
不需要密钥,不用安装程序 · 在 claude.ai 或桌面应用设置一次,即可在聊天中使用 · 免费账户可添加 1 个 · Team/Enterprise 方案由所有者(Owner)添加
CustomizeConnectors
把这里的内容复制到 Claude 中同名的输入框,然后点击 Continue
Sitepulsar MCPhttps://mcp.sitepulsar.ai/mcp在 Claude 检测到的登录设置页点击 Continue · Authentication 按作者说明选择(Sign in now、Sign in when needed 或 No sign in),然后点击 Add
+ConnectorsSitepulsar MCP
用 Sitepulsar MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 Sitepulsar MCP,或回答中出现 Sitepulsar MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
能否连接 ChatGPT 取决于方案
完整 MCP:网页版 ChatGPT Business、Enterprise 或 Edu · Pro:以读取/获取权限连接,修改数据的工具可能用不了 · Plus:官方文档尚未确认,如果在插件页看到添加自定义 MCP 的选项可以试试 · 仅限网页
Plugins+Add custom MCP server
输入名称,在 Connection 下粘贴地址,勾选风险提示,然后点击 Create as a plugin
Sitepulsar MCPhttps://mcp.sitepulsar.ai/mcp开启新聊天,输入前先从插件列表中选择 Sitepulsar MCP
用 Sitepulsar MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 ChatGPT 说正在使用 Sitepulsar MCP,或回答中出现 Sitepulsar MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 OpenAI 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Claude Code · 约 2 分钟
不需要密钥,不用安装程序
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
claude mcp add --transport http --scope user sitepulsar https://mcp.sitepulsar.ai/mcp应能看到 Sitepulsar MCP 在列表中并显示已连接
用 Sitepulsar MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 Sitepulsar MCP,或回答中出现 Sitepulsar MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor · 约 2 分钟
不需要密钥,不用安装程序
用 Sitepulsar MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 Sitepulsar MCP,或回答中出现 Sitepulsar MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code · 约 2 分钟
不需要密钥,不用安装程序
用 Sitepulsar MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 Sitepulsar MCP,或回答中出现 Sitepulsar MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
其他支持 MCP 的应用(如 Windsurf、Zed、Gemini CLI)添加方式各不相同,请在应用列表中查看
通过网页连接的应用使用的地址
https://mcp.sitepulsar.ai/mcpJSON 设置在下方“开发者专用”中
Claude Code
claude mcp add --transport http --scope user sitepulsar https://mcp.sitepulsar.ai/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"sitepulsar": {
"url": "https://mcp.sitepulsar.ai/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"sitepulsar": {
"type": "http",
"url": "https://mcp.sitepulsar.ai/mcp"
}
}
}这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
通过互联网连接,适用于
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
工具名称和描述与服务器在 2026年11月15日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
check_agent_readinessFast synchronous AEO / agent-readiness read of a single URL: robots and bot access, structured data (schema), and content structure. Returns immediate signals without running a full audit. Use this to triage a page or sanity-check before deciding whether the heavier run_audit is
run_auditRun a full AEO audit of a URL covering FIND, READ, and USE. Async: returns an audit_id to poll with get_audit. Accepts an optional target_keyword. Spends one audit credit per fresh run; a same-URL re-run within 24h reuses the cached audit, uncharged.
get_auditFetch an audit's status and, when complete, a compact decision-ready SUMMARY: AEO score (overall + FIND/READ/USE), a short summary, the weakest pillar, headline takeaways, and the top fixes. Lead with this; call get_audit_detail only when you need the full per-section breakdown.
get_audit_detailFull structured per-section breakdown of a completed audit, on demand (only call after get_audit when you need depth): per-dimension FIND/READ/USE sub-scores, reputation across AI engines, competitor cluster (named for paid tiers), crawl/schema/robots findings, agentic-readiness
compare_aeoCompare AEO posture across multiple URLs (e.g. a brand versus its competitors) on the same FIND/READ/USE pillar scale. Async: returns an audit_id to poll with get_audit. Spends credits only for freshly-audited URLs; recent audits are reused uncharged.
get_fixesReturn the prioritized, pillar-tagged (FIND / READ / USE) action plan for a completed audit, deduplicated across sources, with machine-actionable implementation steps included on fixes where available. Use this when you want the to-do list to act on (or hand to a coding agent), r
get_audit_fullOne call that returns a completed audit's SUMMARY, full per-section DETAIL, and deduplicated prioritized FIXES together — so you don't have to chain get_audit → get_audit_detail → get_fixes. Use `expand` to trim the payload ('summary' | 'detail' | 'fixes' | 'all'; default 'all').
search_companiesSamples the major AI engines for which companies they name for a query (e.g. "best CRM for startups"); returns a consensus shortlist (≤5). Use when you want to know who agents *recommend* for a category — not where a specific brand is mentioned (use scan_visibility for that). Fre
probe_agent_discoveryChecks selected registries (official MCP registry, PyPI, GitHub) for packages/servers tied to a domain or brand. A discovery-surface check (can agents find your published tooling?), not a visibility check. Use when you want to know whether a brand has discoverable agent/developer
probe_ucp_readinessInspects /.well-known/ucp to report whether AI shopping agents can transact with the site (presence + advertised capabilities only — never a live purchase). Use when evaluating an e-commerce or merchant site for agentic-commerce readiness. Result: { has_ucp_profile, capabilities[
probe_mcp_functional 看起来像是对 AI 下的指令Discovers a site's advertised MCP endpoint (mcp.json / .well-known) and inspects its *declared* OAuth/transport posture (advertised, not guaranteed-working — it does not run a full live handshake). Use when checking whether a site exposes a connectable MCP server and what it clai
scan_product_pageDeterministically scores one product page (schema, price, availability, image) 0–100 for shopping-agent readability — no LLM, fully repeatable. Use when you want a precise, single-page readability score for a specific product URL rather than a whole-site audit. Available on Pro+
scan_visibilityLive AI-visibility scan for a brand: crawl + reputation sampled across AI engines, returning where *that* brand is mentioned (any public brand, not just your own). Use when you want to know whether and how a named brand already surfaces in AI answers — complementary to search_com
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月16日
注册名称已通过域名 sitepulsar.ai 验证(注册中心会核实域名所有权)
代码最后更新于23天前
不适用:由 sitepulsar.ai 的所有者自己运行的云端服务器,你不会运行仓库里的代码
在 301 毫秒内响应(HTTP 200)
无需登录
有 1 个工具描述包含看起来像是对 AI 下指令的文字。安装前请先阅读下方的内容
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
还没有评价
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 4 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于23天前,最新版本(1.0.1)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,因此也能用于接受远程 MCP 的应用,例如网页版 ChatGPT(Business 及以上为完整 MCP;Pro 为只读)。
同一分类中有:Browser Use, changedetection.io (official), Apify MCP Server, Actionbook, Flowershow
同一分类、其他作者、命令已通过检查。官方的排在前面,再按星标排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
Official changedetection.io MCP: web page change tracking, back-in-stock and price alerts.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
Let your AI agent operate any website through a real, logged-in browser session.
Publish Markdown and HTML from your AI session as a live website. No account needed.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Agent Experience Optimization (AEO) for AI agents — measure and improve how findable, readable, and usable any website is to AI answer engines and autonomous AI agents, directly from your MCP client.
A remote, hosted Model Context Protocol server. There is nothing to build or run locally — connect your MCP client to the hosted endpoint and the 13 tools below become available.
Endpoint (streamable-http): https://mcp.sitepulsar.ai/mcp
SitePulsar is an Agent Experience Optimization (AEO) audit platform. It measures how findable, readable, and usable a website is to AI answer engines and autonomous AI agents, and returns one AEO score across three pillars:
AEO is the agent-native successor to what used to be split as GEO + AIO. SitePulsar is agent infrastructure, not an SEO tool.
The server supports two auth modes. Pick whichever fits your client.
Add SitePulsar as a custom connector in Claude using the endpoint. Claude walks you through the OAuth handshake; no API key needs to be stored.
https://mcp.sitepulsar.ai/mcphttps://mcp.sitepulsar.ai/.well-known/oauth-protected-resourceMint an MCP API key in the SitePulsar dashboard (Pro/Business plan), then send it on every request:
Authorization: Bearer <mcp_api_key>
See examples/headless-curl.md for raw HTTP usage.
| Client | How to connect |
|---|---|
| Claude (desktop / web) | Settings → Connectors → Add custom connector → paste https://mcp.sitepulsar.ai/mcp, then complete OAuth. |
| Claude Code (CLI) | claude mcp add --transport http sitepulsar https://mcp.sitepulsar.ai/mcp |
| Cursor / Cline (JSON config) | Add to your MCP config: see below. |
Cursor / Cline JSON config:
{
"mcpServers": { "sitepulsar": { "url": "https://mcp.sitepulsar.ai/mcp" } } }
A ready-to-paste config is in examples/claude_desktop_config.json.
For headless clients that cannot do interactive OAuth, add an
Authorization: Bearerheader (see Option B above).
13 tools, grouped by pillar coverage. "Metered" tools run a billed audit/scan and require a Pro/Business plan; "Free" tools are read-only or lightweight probes.
| Tool | What it does | Cost |
|---|---|---|
check_agent_readiness | Fast synchronous agent-readiness check for a URL (no full run, no charge). Immediate signals on machine readability, structured data, and agent-accessibility. | Free |
run_audit | Start a full async AEO audit for a URL. Returns an audit_id; poll with get_audit. | Metered (Pro/Business) |
get_audit | Poll status and, when complete, a decision-ready summary: AEO score (overall + FIND/READ/USE), weakest pillar, headline takeaways, and top fixes. | Free |
get_audit_detail | Full per-section breakdown of a completed audit — per-dimension sub-scores, reputation across engines, competitor cluster, crawl/schema/robots, agentic + USE probes, rendered-DOM. | Free |
get_audit_full | One call returning summary + full detail + fixes (use expand to trim). | Free |
compare_aeo | Compare AEO posture across multiple URLs on the same pillar scale. | Free |
get_fixes | Prioritised, pillar-tagged action plan for a completed audit, ordered by estimated impact. | Free |
search_companies | Samples major AI engines for which companies they name for a query; returns a consensus shortlist (≤5). | Free |
probe_agent_discovery | Checks the official MCP registry, PyPI, and GitHub for servers/packages tied to a domain or brand. | Free |
probe_mcp_functional | Discovers a site's advertised MCP endpoint and reports its declared OAuth/transport posture + declared tool names. | Free |
probe_ucp_readiness | Inspects /.well-known/ucp for AI-shopping-agent transactability (presence + advertised capabilities). | Free |
scan_visibility | Live AI-visibility scan for any brand (crawl + reputation across engines): where a brand is mentioned. | Metered (Pro/Business) |
scan_product_page | Product-page readability scan for AI agents; structured product/offer extraction. | Free or metered — see dashboard |
Full machine-readable tool reference: llms.txt.
SitePulsar accepts either of the following on the hosted endpoint.
Used by interactive clients (e.g. Claude custom connectors). The server advertises its OAuth posture via RFC 9728 protected-resource metadata:
https://mcp.sitepulsar.ai/.well-known/oauth-protected-resource
Your client discovers the authorization server from that document and completes the handshake — no API key is stored on your side.
Used by headless clients. Mint a key in the SitePulsar dashboard (Pro/Business plan) and send it on every request:
Authorization: Bearer <mcp_api_key>
Metered tools (run_audit, scan_visibility, and the metered path of scan_product_page) require a Pro/Business plan regardless of auth mode.
https://mcp.sitepulsar.ai/mcphttps://mcp.sitepulsar.ai/.well-known/oauth-protected-resourceai.sitepulsar/mcp (v1.0.0).MIT — see LICENSE.
SitePulsar — EU-based (Netherlands). Founder & CEO: Gijs van Bueren. Questions: .