Mimetic

com.trymimeticv1.0.2更新于 Oct 7, 2026

Growth data for any site you own: audit findings, session recordings, GA4, Ads and Search Console.

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概览

AI 生成的概览

Mimetic 为助手提供你所拥有站点的增长分析上下文,包括审计、会话回放、GA4、Ads 和 Search Console 数据。

功能
Mimetic 提供读取工具,用于获取按优先级排序的审计发现、脱敏的会话回放洞察,以及跨 GA4、Search Console、Google Ads、PostHog 和 Klaviyo 的只读分析查询。它还包含明确描述的操作工具,可以启动审计、创建或配置分析与广告资源,并发起可审查的代码修复流程,以拉取请求、差异或预览形式呈现。命令行工具 mim 可在终端提供相同的上下文和操作,MCP 二进制文件则把 stdio 消息代理到 Mimetic 托管的 Streamable HTTP 端点。
适用场景
当你希望 AI 客户端在不导出 CSV、不切换仪表盘的情况下分析站点增长数据时使用:审计站点、调查获客与转化表现、检查生命周期营销,或把某个高优先级发现转为可审查的修复。它适合已为自有站点使用 GA4、Search Console、Google Ads、PostHog、Klaviyo、GitHub 或 Shopify 的团队。
运行要求
本地 CLI 需要 Node.js 20 或更高版本,并全局安装以使 mim 保持在 PATH 中;远程端点为 Mimetic 持有者令牌,可通过浏览器设备流程交互获取,或在无界面和 CI 场景下通过 MIM_API_TOKEN 环境变量提供。可选的 MIM_PROJECT 用于设置默认项目。相关查询需要已授权连接的服务商账号(Google、PostHog、Klaviyo)。
安装前请注意
CLI 将持有者令牌以明文 JSON 存储在 ~/.mim/config.json 中,而非操作系统钥匙串。凭据、工具参数和服务商返回结果都会经过 Mimetic 的系统,因此 Mimetic 在技术上可访问已连接的凭据和数据;连接器的只读标签描述的是服务商侧的权限,并不意味着 Mimetic 看不到数据。操作工具可以启动审计、创建或配置分析与广告资源并发起修复流程,此外还有计费命令。授权操作前请查看工具描述和客户端的批准提示。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Mimetic,将其添加到工作区。
  2. 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。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "mimetic": {
      "type": "http",
      "url": "https://mcp.trymimetic.com/mcp"
    }
  }
}

README

mim: the Mimetic CLI

Bring your site's growth context into the terminal and the AI tools where you already work.

Quick start

Install it, then run setup. Setup handles sign-in, project detection, and MCP registration for whichever agents this machine has, and verifies each step for real rather than assuming it worked.

bash
npm install -g @mimeticinc/mim-climim setup

Setup registers the server with Claude Code, Codex, Cursor, Windsurf and Claude Desktop, whichever of them it finds. Each config file is backed up before it is written, and any other MCP servers you have are left alone. Add one later with mim mcp install cursor, or re-run mim mcp install all.

Install globally rather than through npx. Your agent launches mim as the MCP server, so it needs a mim that stays on your PATH, and every example in these docs is written as mim <command>. Requires Node.js 20 or newer.

Re-running setup is safe: it reuses your existing login and registration instead of creating new credentials.

If mim says "command not found" after the install, npm's global bin directory is not on your shell PATH. Run this to see the exact fix for your shell:

bash
npx -y @mimeticinc/mim-cli setup

That prints the export PATH= line to add to your shell profile. Use the npx form for one-off commands too, but install globally before wiring up an MCP client.

Mimetic connects audits, live analytics, ad performance, lifecycle marketing, and session behavior so you can find what is holding growth back, decide what to do next, and move into a reviewable fix workflow without hopping between dashboards. Use mim directly from the shell or give the same context and actions to Claude Code, Codex, and other MCP clients.

Mimetic is the hosted service behind the CLI. Learn more at trymimetic.com.

What you can accomplish

  • Find the highest-impact problems. Pull site audits, prioritized findings, and redacted session-replay insights into one project context.
  • Answer growth questions with live data. Query acquisition, conversion, revenue, search, advertising, product analytics, and lifecycle performance without exporting CSV files.
  • Repair measurement and acquisition setup. Provision hosted GA4 and Search Console, install tracking through a PR, Shopify pixel, or agent-applied snippet, and create or connect Google Ads resources.
  • Turn findings into reviewable work. Start a code-fix workflow, then open the proposed PR, diff, preview, or Mimetic review page.
  • Give coding agents business context. Let an MCP client inspect the same findings and connected data before it recommends or starts an action.

Integrations

IntegrationWhat it unlocks
Google Analytics 4Query sessions, users, channels, landing pages, engagement, conversions, and revenue. Set up a hosted property and tag when measurement is missing.
Google Search ConsoleAnalyze queries, pages, countries, devices, clicks, impressions, CTR, and position. Hosted setup can also handle verification and sitemap submission.
Google AdsInspect campaigns, spend, clicks, conversions, search terms, and other GAQL data. Create or link an account, connect it to GA4, and enable auto-tagging.
PostHogRun read-only HogQL against events and properties to investigate product usage, funnels, and behavior.
KlaviyoReview campaign and flow performance, lists, segments, and metrics. Check whether abandoned cart is live and find dead links in campaign templates.
GitHubReceive analytics installation and code fixes as reviewable pull requests, diffs, and previews.
ShopifyInstall hosted analytics through the Mimetic app pixel when that delivery path is available for the project.
Claude Code, Codex, and MCP clientsBring project context, connected-data queries, audits, and explicitly described action tools into an AI-assisted workflow.

Questions you can answer

Once the relevant accounts are connected, you can use the CLI or ask an MCP client questions such as:

  • Which landing pages lost organic clicks but still convert well in GA4?
  • Where is ad spend rising without a matching increase in conversions?
  • What are users struggling with in recent high-priority sessions?
  • Is the abandoned-cart flow live, and which campaign templates contain dead links?
  • What is the highest-priority fix that is ready to start, and where can I review the proposed change?

From context to action

bash
# Build a project brief from audits, findings, and connected signalsmim context --project yourstore.com
# Investigate acquisition and conversion performancemim query-ga4 --project yourstore.com \  --metrics sessions,conversions,totalRevenue \  --dimensions sessionDefaultChannelGroupmim query-gsc --project yourstore.com --dimensions query,pagemim query-bq --project yourstore.com --describemim query-bq --project yourstore.com --sql \  "SELECT event_name, COUNT(*) AS n FROM \`events_*\` WHERE _TABLE_SUFFIX >= '20260901' GROUP BY 1 ORDER BY n DESC"mim ads query --project yourstore.com
# Check lifecycle marketing and recent customer frictionmim klaviyo query --project yourstore.com --resource abandoned_cart_statusmim recordings --project yourstore.com
# Move a prioritized finding into a reviewable fix workflowmim fixes list --project yourstore.commim fixes start 1 --project yourstore.com

Running commands

With a global install, run mim <command>. Without one, every command also works through npx:

bash
npx -y @mimeticinc/mim-cli <command>

Authentication and local credentials

mim auth login opens a browser-based device flow. The server-issued token expires after a configured lifetime (90 days by default).

Logging in is idempotent: if this machine already has a working token, mim auth login verifies it against the server and reuses it instead of minting a new one. Use mim auth login --force to sign in as a different account.

After every login the CLI makes a real API call to confirm the token works and to list your projects. Projects belong to the email your Mimetic audit or report was sent to. If you sign in with a different email (personal instead of work, for example), the project list will be empty and the CLI tells you which email to use instead. mim auth status runs the same server-side verification and shows exactly which account and projects this machine is using.

Headless servers and SSH

The browser does not need to run on the same machine as the CLI. On a server without a desktop environment, start the device flow without attempting to launch a local browser:

bash
mim auth login --no-open

Keep that process running, open the printed verification URL on your laptop or phone, and approve the login there. The server will finish the login by polling Mimetic and will store its own token in ~/.mim/config.json.

For unattended deployments, provide MIM_API_TOKEN through the server's secret manager or environment instead of relying on an interactive login. Do not put the token directly in a command argument.

By default, the CLI stores that bearer token as plaintext JSON in ~/.mim/config.json. On supported POSIX systems it enforces mode 0700 on the directory and 0600 on the file whenever credentials are saved. The token is not encrypted locally and is not stored in the operating-system keychain.

bash
mim auth statusmim auth logout

mim auth logout revokes the stored managed token on Mimetic's server before removing the local file. If revocation cannot be confirmed, the CLI keeps the local credentials and reports the error. mim auth logout --local-only removes only the local copy; the token remains usable until it expires or is revoked another way.

For CI or a secret manager, set MIM_API_TOKEN instead. Environment tokens override locally stored credentials and are never changed by mim auth logout. Tokens are intentionally not accepted as command-line arguments, where they could be exposed through shell history or process listings.

Commands

CommandWhat it does
mim setupOne-command onboarding: install check, sign-in, project detection, MCP registration for every agent found, and verification of each step.
mim auth login [--no-open] [--force]Authenticate with the device flow; reuses a working token unless forced.
mim auth statusShow and server-verify the active account, projects, and default project.
mim auth logout [--local-only]Revoke and remove stored credentials, or remove only the local copy.
mim projectsList projects/sites available to the authenticated account.
mim projects use <key>Save a default project so commands stop needing --project.
mim propertiesList the GA4 properties the project's Google connection can see, with 28-day sessions and the current selection.
mim properties use <id>Point the project at a specific GA4 property (validated against what the connection can see).
mim contextPrint a growth-context pack for a project.
mim recordingsList recent session-replay summaries.
mim replay [session_id]Print one persisted replay insight; defaults to the latest.
mim findingsList prioritized audit findings.
mim query-ga4 --metrics sessionsRun a provider-read-only GA4 report.
mim query-gscRun a provider-read-only Search Console query.
mim query-bq --sql <q>Run a read-only SELECT over the project's own GA4 BigQuery export (--describe for the dataset and table dates).
mim setup-analytics [--wait]Start hosted GA4 and Search Console setup.
mim setup-analytics --statusCheck hosted setup progress.
mim setup-analytics --channel agentProvision server-side and return a snippet for an agent to apply.
mim ads setupCreate hosted Google Ads resources and invite the site owner as Administrator.
mim ads statusShow the linked Ads account and setup state.
mim ads query [--gaql <q>]Run a provider-read-only GAQL report.
mim posthog connect / queryAuthorize PostHog and run provider-read-only HogQL.
mim klaviyo connect / queryAuthorize Klaviyo and run provider-read-only reports and checks.
mim audit start <url> [--wait]Start an audit, optionally polling to completion.
mim audit rerun <url>Force a fresh audit.
mim audit status <id> / wait <id>Check or poll an audit.
mim fixes listList fixable findings and PR/review state.
mim fixes start <rank>Queue a code-fix workflow.
mim fixes open <rank>Open the PR, preview, diff, review, or workflow.
mim billing status / checkout / portalManage project billing.
mim mcp install claudeRegister the mim MCP server with Claude Code (user scope) and verify it; falls back to Claude Desktop.
mim mcp install codex / cursor / windsurf / desktopWrite that agent's config file, backing up what was there. Add --print to output the block instead.
mim mcp install allRegister with every agent found on this machine.

Run mim --help for all options.

MCP

The mim-mcp binary proxies MCP stdio messages to Mimetic's hosted Streamable HTTP endpoint. mim setup registers it for you. To register only the MCP piece:

bash
mim mcp install all       # every agent found on this machinemim mcp install claude    # registers with Claude Code at user scope, then verifiesmim mcp install codex     # writes ~/.codex/config.tomlmim mcp install cursor    # writes ~/.cursor/mcp.jsonmim mcp install windsurf  # writes ~/.codeium/windsurf/mcp_config.jsonmim mcp install desktop   # writes Claude Desktop's config file

Every file write is backed up first and read back after, and other MCP servers already in the file are preserved. Codex config is TOML, so the entry is appended rather than the file being reparsed and rewritten. Running any of these twice does not create a duplicate entry. Add --print to any of them to see the block without writing anything.

mim mcp install claude registers at user scope on purpose: the Claude Code default (local scope) only applies to the directory the command ran in, which is the most common reason a "successful" install never shows up in a session. After registering, the CLI reads the entry back through claude mcp get mim and makes a live call to the hosted endpoint, so success means the server is reachable, not just that a command exited 0.

The MCP surface includes read tools for findings, redacted replay insights, and provider-read-only analytics queries. It also includes explicitly described action tools that can start audits, create or configure analytics/advertising resources, or initiate reviewable fix workflows. Review tool descriptions and your client's approval prompt before authorizing an action.

See docs/MCP.md for client configuration, the data flow, remote HTTP setup, and registry publication notes.

Connected-data access

The CLI and MCP wrapper are clients for Mimetic's hosted API; they do not query Google, PostHog, or Klaviyo directly from your computer. Credentials, tool arguments, and requested provider results pass through Mimetic's systems. Mimetic therefore has technical access to connected credentials and data while providing the request. A connector's “read-only” label describes its permissions at the third-party provider; it does not mean the data is invisible to Mimetic.

PostHog queries can return distinct identifiers and event or user properties available to the connected project. The current Klaviyo connector does not request profile or write scopes. If you invoke tools through an AI client, the returned data is also provided to the AI client and account you configured.

See the Privacy Policy and Terms of Service before connecting production data.

Transport security

Bearer tokens are sent only to HTTPS URLs by default. Plain HTTP is allowed for loopback hosts such as localhost, 127.0.0.1, and ::1. For an unusual local development environment, MIM_ALLOW_INSECURE_HTTP=1 explicitly disables this protection; do not use it with production credentials.

Environment

VariablePurpose
MIM_API_TOKENBearer token; overrides saved credentials.
MIM_API_BASE_URLAPI origin; defaults to https://trymimetic.com.
MIM_MCP_URLFull MCP URL; defaults to <API origin>/api/mim/mcp.
MIM_PROJECTDefault project/site key.
MIM_CONFIG_DIRCredential directory; defaults to ~/.mim.
MIM_MCP_TIMEOUT_MSMCP request timeout; defaults to 30000.
MIM_TELEMETRY=0Disable metadata-only CLI/MCP usage events.
MIM_DISABLE_TELEMETRY=1Alternative telemetry opt-out.
MIM_ALLOW_INSECURE_HTTP=1Allow non-loopback plaintext HTTP for development only.

Metadata telemetry includes the client version, project, command or tool name, status, duration, trace ID, HTTP status, and bounded diagnostics. It is designed not to include access tokens, query text, MCP arguments, replay narratives, or provider results. Hosted requests and results still reach Mimetic when telemetry is disabled.

Development

bash
npm installnpm run typechecknpm testnpm run buildnpm pack --dry-run

Licensed under the MIT License. Copyright © 2026 Mimetic Inc.

来源:README.md,提交 5213675

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版本历史

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  1. v1.0.2最新Oct 7, 2026