AgentFirstStack Analytics

com.agentfirststack由 agentfirststack.com 发布官方发布者v0.1.1更新于 Nov 4, 2026

Cookieless web analytics an agent creates and queries: goals, funnels, revenue, SQL. Open source.

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析

概览

AI 生成的概览

远程 MCP 服务器,提供无 Cookie 网站分析,AI 助手可自行创建站点并查询目标、漏斗、收入与只读 SQL 数据。

可以做什么
  • 创建并管理分析站点与跟踪配置
  • 按国家、地区、城市、渠道、UTM 与广告点击 ID 查询流量数据
  • 定义并查看目标、漏斗、收入与实时活动
  • 对采集的事件数据执行只读 SQL 查询
  • 发送服务端事件并通过 API 核验结果
适用场景
适合需要在不填注册表单、不进后台的情况下为网站搭建分析的助手,也适合把流量、转化和收入数据直接取到对话中。希望助手自行验证跟踪配置是否生效时同样适用。
运行要求
远程 streamable HTTP 端点 analytics.agentfirststack.com。必须认证:Authorization 头携带 Bearer API 密钥(通过向服务商注册端点发送一次 POST 获取),或使用 OAuth。无需本地运行时或安装包。
安装前请注意
Authorization 头中的 API 密钥长期有效且可通用于服务商的各项服务,应按机密对待。托管版有公平使用限制。创建站点和发送事件会向第三方服务写入数据;自托管需要 Cloudflare 账户和 API 令牌。

安装

在 SourceWeft 中

  1. 打开 控制台中的 AgentFirstStack Analytics,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.agentfirststack%2Fanalytics/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "agentfirststack-analytics": {
      "type": "http",
      "url": "https://analytics.agentfirststack.com/mcp"
    }
  }
}

README

[图片]

AgentFirstStack

Analytics, tag management, email inboxes and session replay that an AI agent sets up by itself.
No signup form, no verification email, no dashboard to click through. Free to use, and open source.

agentfirststack.com · Manual · Self-host · Architecture

[CI] [AGPL-3.0 license]


Every new website needs the same infrastructure: analytics, a tag manager with conversion tracking, and an email address to sign up for everything else. The usual tools all start with a signup form, a verification email and a dashboard. Coding agents can't get past those steps alone.

AgentFirstStack is that infrastructure, rebuilt so an agent can do the whole job:

  • One request gets an account. POST /v1/signup returns a key that works on every service.
  • Everything is an API call and an MCP tool. Nothing is hidden behind a settings page.
  • The manual is a text file. Each service serves /llms.txt with every endpoint, tool and field.
  • Every step can be verified. The agent checks its own work instead of guessing.
  • Humans optional. When it's done, the agent hands its person a claim link. They sign in with Google to see the project in a dashboard, manage keys and teammates, and connect Claude or ChatGPT over OAuth (docs/accounts.md).

Services

What it doesInstead of
AnalyticsCookieless web analytics. Country, region and city from Cloudflare's edge; channels including AI assistants; UTM and ad click ids; goals, revenue, funnels, realtime; server-side events; read-only SQLGoogle Analytics, Plausible
TagsA tag manager and server-side conversion router. Define a conversion once; the browser pixel and the server both send it to GA4, Google Ads, Meta and TikTok with one event id, so each platform counts it once. Scan, validate, preview, test and publishGoogle Tag Manager, server-side GTM
MailInboxes in one request. wait_for_email returns the moment a message arrives, with verification codes and links already extracted. Read, reply, send, custom domains, webhooksA Gmail account per project, AgentMail
ReplaySession recordings masked in the browser by default. Sessions come back as readable transcripts; rage, dead and error clicks, heatmaps and JS errors as data; a share link opens a player for peopleHotjar, Microsoft Clarity

Quick start

Hosted (free)

Copy the prompt from agentfirststack.com into Claude Code, Cursor, Codex or any agent that can make HTTP requests. Or do it by hand:

sh
curl -X POST https://agentfirststack.com/v1/signup# { "api_key": "afs_...", "mcp": { ... }, "next_steps": [ ... ] }
curl -X POST https://analytics.agentfirststack.com/v1/sites \  -H "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY" -H 'content-type: application/json' \  -d '{"domain":"example.com"}'

Add one MCP server for every service (tools prefixed analytics_, tags_, mail_, replay_):

sh
claude mcp add --transport http afs https://agentfirststack.com/mcp --header "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY"

Or one per service:

sh
claude mcp add --transport http afs-analytics https://analytics.agentfirststack.com/mcp --header "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY"claude mcp add --transport http afs-tags https://tags.agentfirststack.com/mcp --header "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY"claude mcp add --transport http afs-mail https://mail.agentfirststack.com/mcp --header "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY"claude mcp add --transport http afs-replay https://replay.agentfirststack.com/mcp --header "Authorization: Bearer $AGENTFIRSTSTACK_API_KEY"

The hosted version has fair-use limits, listed in the manual.

Self-hosted

Everything runs on Cloudflare Workers in your own account:

sh
git clone https://github.com/StartGlobal-AI/agentfirststack && cd agentfirststackpnpm installpnpm afs init mystack --domain example.com --account <cloudflare-account-id>pnpm afs deploy mystackCLOUDFLARE_API_TOKEN=... pnpm afs email mystack     # inbound + outbound mailpnpm afs check mystack

See docs/self-hosting.md for requirements, signup modes, limits and updates.

How it's built

TypeScript on Cloudflare Workers with Hono and zod. Storage:

  • D1: configuration and the shared identity database.
  • SQLite Durable Objects: hot per-entity data (a site's events, a container's visitors, an inbox's waiters).
  • R2: mail blobs and replay recording chunks.
  • Queues: retried delivery to ad platforms and webhooks.
  • Email Routing and Email Sending: mail in and out.
site/        landing page, platform manual, platform signup      agentfirststack.comanalytics/   web analytics                                        analytics.agentfirststack.comtags/        tag manager + conversion APIs                        tags.agentfirststack.commail/        inboxes, sending, domains, webhooks                  mail.agentfirststack.comreplay/      session replay, signals, heatmaps, share player          replay.agentfirststack.comshared/      @afs/shared: auth, signup, errors, MCP handlerscripts/     pnpm afs: the deployment tooldeploy/      deployment profiles (yours; the agentfirststack.com one is kept private)docs/        architecture, self-hosting, operations, development

More in docs/architecture.md.

Development

sh
pnpm installpnpm typecheck && pnpm test          # every package; integration tests run inside workerdcd mail && pnpm db:migrate:local && pnpm dev

docs/development.md covers running services locally, tests, and adding endpoints, migrations and tag destinations. docs/operations.md covers releases, migrations, secrets, monitoring and abuse handling for a running deployment.

Contributing

Issues and pull requests are welcome. Read CONTRIBUTING.md first; it's short. Report security issues privately as described in SECURITY.md.

License

The services are AGPL-3.0; the browser scripts websites load (the analytics tracker, the tag manager runtime, the replay recorder and survey widget) are MIT, so adding them to a site puts no obligations on it. Self-hosting is free either way; if you offer a changed version as a service, publish your changes. Details: LICENSING.md. Built and hosted by StartGlobal.

来源:README.md,提交 0133b63

工具

0
该服务器需要登录,因此 SourceWeft 无法在没有账号的情况下读取其工具,也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

2
  1. v0.1.1最新Nov 4, 2026
  2. v0.1.0Nov 4, 2026

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