Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
APIFY_TOKEN标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"creator-profile-reader": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add creator-profile-reader --env APIFY_TOKEN=your-value -- npx -y @mambalabsdev/mcp-creator-profile-reader运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"creator-profile-reader": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"creator-profile-reader": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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7日
发布者(mambabuilt.com)不是仓库所有者(mambalabsdev);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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 1 项适用的基础检查中通过了 0 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。
你需要填写:APIFY_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.2.1)于前天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, First Sale Scout
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ 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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Playbooks and a 14-day checklist for founders winning their first paying customers.
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。
MCP server for the Mamba Labs Influencer Profile Scraper actor on Apify.
Creator handles or profile URLs in, one profile row out per creator.
npx -y @mambalabsdev/mcp-creator-profile-reader
{
"mcpServers": { "mamba-creator-profile-reader": { "command": "npx", "args": ["-y", "@mambalabsdev/mcp-creator-profile-reader"], "env": { "APIFY_TOKEN": "your-apify-token" } } } }
Get an Apify token at console.apify.com/account/integrations.
read_influencer_profilesRead influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.
| Input | Type | Required | Notes |
|---|---|---|---|
handles | array | no | One per line. A profile URL on any supported platform (https://www.tiktok.com/@name, https://www.instagram.com/name/, https://www.youtube.com/@name, a Pinterest, Twitch, or Threads profile, an Apple Podcasts show. |
platforms | array | no | Which platforms a bare @handle is looked up on. A full profile URL carries its own platform and ignores this. This actor does not search; pass the creators you want read. Supported: TikTok, Instagram, YouTube,. |
us_only | boolean | no | Launch scope is US creators. A row whose country_guess is a known non US country is returned as an error row saying so. Rows with no country signal are kept. Uncheck to keep every country. Default true. |
escalate_on_block | boolean | no | On by default. A profile fetch that comes back as a bot detection page is retried once over the residential proxy. On Instagram the bio, bio link, and following are read from the profile page over residential when. Default true. |
max_residential_reads | integer | no | Caps how many Instagram profile pages one run reads over the residential proxy (each readable one charges instagram-bio-fetch). 0 means no cap. Only acts when escalate_on_block is on. Default 0. |
batch_size | integer | no | Rows fetched at once. Leave empty for the measured per platform default; the measurement is in the README. Higher is faster and, above the measured point, loses rows. |
twitch_client_id | string | no | Optional. Your own registered Twitch application client id. With twitch_app_token the Twitch reads use the official Helix API instead of the public web endpoint. Never a Mamba Labs credential. |
twitch_app_token | string | no | Optional. An app access token for your Twitch client id (client credentials flow). Used only for Twitch reads, never stored or logged. |
contribute_to_shared_pool | boolean | no | On by default. Contributes the public records this run finds to a shared creator and agency pool that all users of this actor read from. Only public data already in the returned rows is sent, and a contribution is not charged. Set false to read the pool and write nothing. Default true. |
max_charge_usd | number | no | Optional cost cap in USD for this run. The actor stops before an item that could take its charges past this amount. Omit to rely on the maximum cost per run set in Apify. |
Nothing is required. Influencer Profile Scraper answers a run with no usable input with a row carrying row_status and error_reason rather than failing, and the tool mirrors that.
Influencer Profile Scraper is pay per event on Apify. Every price below is flat across every tier: FREE, BRONZE, SILVER, GOLD, PLATINUM, and DIAMOND.
| Event | Charged for | Price | Fires when |
|---|---|---|---|
actor-start | Actor start | $0.001 | Once per run, on start. Covers the run overhead. |
apify-actor-start | Apify actor start | not charged | Apify's synthetic start event. This actor prices its own actor-start event instead, so apify-actor-start is not charged on top of it. |
profile-read | Profile read | $0.006 | Once per profile row where the public profile page was read and at least the follower count or the bio came back. A private, missing, or blocked profile returns a labeled error row and does not charge. |
instagram-bio-fetch | Instagram bio fetch | $0.01 | Once per Instagram profile row when the bio, bio link, and following were not on the embed widget or the datacenter API and the profile page was read over the residential proxy and came back readable. Only when escalate_on_block is on. Never on the embed or datacenter reads, never on another platform, never on a blocked page, and never on an error row. |
Every row carries row_status and error_reason. A creator the actor could not read comes back as a row saying why, not as a gap in the list, so an absence is readable rather than inferred. Filter on row_status before loading a table.
The run contributes the records it finds to a shared creator and agency pool that all users of this actor read from. What one run finds, the next run can read.
The toggle is contribute_to_shared_pool. It is on by default. Set it to false and the run still reads the pool and writes nothing to it.
What this actor contributes. The profile row for every creator it reads: platform, handle, display name, follower count, bio, bio link, public business email, engagement rate, verified flag, and the read date.
Only public data that is already in your own output. Every field written to the pool is a field this run returned to you, read from a page the platform or the creator publishes to anyone without a login. Nothing from your Apify account, your input list, your API keys, or your own notes is sent. A contribution never deletes anything from the pool.
What a contribution is labeled with. The actor ID, the run ID, the pool key issued to the actor build, and a hash of the calling IP address, used for the rate limit and nothing else. Your Apify account and your user ID are not recorded.
Contributing is free. No event is charged for a write to the pool. If the pool is unreachable the run finishes as normal, the rows are dropped, and the run log says so.
Actor ID EqEnklDVMIcB1V499. The wrapper calls the actor by that immutable ID rather than by its Store slug, so a Store rename never breaks it.
| Actor | Actor ID | MCP server |
|---|---|---|
| Influencer Finder | tpkedmloIIWtXx6sg | @mambalabsdev/mcp-creator-finder |
| Influencer Profile Scraper | EqEnklDVMIcB1V499 | @mambalabsdev/mcp-creator-profile-reader |
| Link in Bio Scraper and Newsletter Detector | OorucdheTIgu7RFzK | @mambalabsdev/mcp-link-in-bio-newsletter-checker |
| Influencer Change Monitor | d2VVgahNL6UmcLkhg | @mambalabsdev/mcp-creator-change-monitor |
| Influencer Lead List Builder | KnmByszcv135yM30G | @mambalabsdev/mcp-creator-lead-list-all-in-one |
| Influencer Talent Agency Lookup | zCuX4Mgyg6JvXgGzd | @mambalabsdev/mcp-talent-agency-lookup |
Built by Mamba Labs.