Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
APIFY_TOKEN비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"creator-profile-reader": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add creator-profile-reader --env APIFY_TOKEN=your-value -- npx -y @mambalabsdev/mcp-creator-profile-reader실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"creator-profile-reader": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"creator-profile-reader": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-creator-profile-reader"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
게시자(mambabuilt.com)가 저장소 소유자(mambalabsdev)가 아니에요. 다른 사람이 등록했을 수 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 0개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: APIFY_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.2.1)은 그저께 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Starreel
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.