Starlecta influencer tools

Name: Starlecta influencer tools
Author: Starlecta

作者：Starlecta版本 1.1.0i★ –i在云端运行

注册名称com.starlecta/influencer-tools

安装

概览

作者提供的说明（英文原文）

Instagram influencer lookup, compare, AI search, account check, Trend Cloud, Brand of the Day.

PopNx MCP 的三大支柱

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。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i3 项中通过 3 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

它能帮你做什么

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。

连接方式: 在云端运行
传输方式: Streamable HTTP
分类: 营销与社交媒体
你需要填写：Authorization

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：3 项中通过 3 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
可以做 7 件事（工具） lookup_influencer, compare_influencers, search_influencers, ai_search_influencers …
需要你自己填写： Authorization

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

在云端运行无需安装任何东西，通过互联网连接

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

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 …”。

这个地址需要在请求的 header 中放入密钥，而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

在终端中运行这条命令

claude mcp add --transport http influencer-tools https://starlecta.com/mcp --header 'Authorization: your-value'

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "influencer-tools": {
      "url": "https://starlecta.com/mcp",
      "headers": {
        "Authorization": "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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "influencer-tools": {
      "type": "http",
      "url": "https://starlecta.com/mcp",
      "headers": {
        "Authorization": "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。

这个地址需要在请求的 header 中放入密钥，而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上，无需账户。

需要你填写的值

Authorization 机密 HTTP header
Not needed: every tool works without a key (an automatic key is assigned per network). Optional Bearer agent key (slk_...) for your own limits, self-registered as described at https://starlecta.com/a…

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。

它能做什么

工具名称和描述与服务器在 2026年11月6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。

lookup_influencer
Public card of one Instagram influencer Starlecta tracks every day: tier, category, rounded followers and the measured engagement rate with its date. Status is open, tracked or not_listed.
compare_influencers
Two influencers side by side on the same method and dates: followers, engagement rate and an engagement band.
search_influencers
Count of matching influencers and up to two open cards. Filters: category code, tier (nano, micro, macro, mega), follower bounds, measured engagement only.
ai_search_influencers
One sentence in Turkish or English (2 to 200 characters), read as filters and niche words; the best candidates are then scored for relevance (detailed mode, about 30 seconds). Returns the count and up to two strong matches as open cards, each with the niches that matched (cards a
trend_cloud
What influencers share in the last 7 days: rising hashtags with post counts, and the most shared products, platforms and brands with share counts. Aggregate counts only; no key needed.
audit_influencer
Reads one public Instagram account live and returns dated, counted metrics: followers, engagement rate over the latest items with n, average likes and comments, median Reel plays, posting frequency, Stories seen now, last post. Public accounts with 10,000+ followers. Not a score.
brand_of_the_day
The brand or shopping platform of the day on Instagram in Turkey: last week's creators and contents against the week before, share of the conversation against its rivals, the head-to-head with rivals (Reel plays, likes and comments, average creator quality) and who it reached (ge

基础检查i

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

✓ 通过
作者与仓库一致
注册名称已通过域名 starlecta.com 验证（注册中心会核实域名所有权）
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
✓ 通过
端点有响应
在 99 毫秒内响应（HTTP 200）
– 不适用
使用 OAuth 登录
无需登录
✓ 通过
工具描述中没有隐藏指令
已读取 7 个工具描述，未发现针对 AI 的隐藏指令

与“营销与社交媒体”中的其他服务器比较i

星标数多于此分类中其他 2982 个服务器的 0%
发布到注册中心的时间比此分类中其他 2982 个服务器的 85% 更新
基础检查结果等于或优于此分类中其他 2982 个服务器的 100%

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。

常见问题

Starlecta influencer tools 安全吗？

它在 3 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。

它需要哪些密钥或代码？

你需要填写：Authorization

它在我的电脑上运行还是在云端？

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。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（1.1.0）于5天前进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

替代选择

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 YouTube Transcript

作者：jkawamoto

An MCP server retrieving transcripts of YouTube videos

在你的电脑上运行★ 495MIT10天前更新

安装

Google Analytics MCP

作者：surendranb

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

在你的电脑上运行★ 244MIT10天前更新

安装

BibiGPT YouTube Video Summarizer

作者：JimmyLv

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

在云端运行★ 137MIT10天前更新

安装

作者的 README

打开 README

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。

starlecta-examples

Open examples for Starlecta, an influencer analytics platform for brands and agencies in Turkey. Starlecta tracks Instagram creators and the brands they work with (Stories, posts and Reels), and explains metric definitions and scope.

Who this is for: developers and analysts at brands and agencies who want to see how Starlecta's public numbers are shaped, read them from code, or connect them to an AI assistant through MCP. It is not the product and holds no customer data; the live tools it documents are Starlecta's public ones.

Türkçe: Starlecta, Türkiye'deki markalar ve ajanslar için bir influencer analitik platformudur; Instagram içerik üreticilerini ve çalıştıkları markaları (Story, gönderi, Reels) izler ve metrik tanımlarını ve kapsamını açıklar. Bu depo; starlecta.com'daki canlı ücretsiz araçları ve ajan anahtarıyla barındırılan MCP sunucusunu anlatır ("Live tools" bölümü), ayrıca açık örnek verisi üzerinde salt okunur yerel bir MCP sunucusu, çevrimdışı örnek iş akışları ve tamamen sentetik örnek çıktılar içerir. Güvenlik bildirimleri: support@starlecta.com.

Live tools on starlecta.com

Besides the offline examples below, Starlecta runs free tools on real data. Everything in this section is hosted by Starlecta; the code in this repository only calls it. Source of truth for access, limits and endpoints: starlecta.com/auth.md. More: docs, page index llms.txt, MCP server card.

Free web tools (in a browser, no sign-up):

Tool	URL
Influencer lookup	starlecta.com/en/demo
Compare two influencers	starlecta.com/en/demo/compare
Search and AI search	starlecta.com/en/demo/search
Trend Cloud (hashtags, products, platforms and brands shared in the last 7 days)	starlecta.com/en/tools/trend-cloud
Brand of the Day (one brand or shopping platform a day: its week against its rivals and the audience reached)	starlecta.com/en/brand-of-the-day (Türkçe)
Engagement rate calculator	starlecta.com/en/tools/engagement-rate-calculator
Story views estimator	starlecta.com/en/tools/story-views-estimator
Campaign content planner	starlecta.com/en/tools/campaign-content-planner

The interactive demo is for people in a browser; do not automate it. Agents can call the live tools without a key; your own key is optional (below). The live tools answer from Starlecta's tracked accounts and show dated, rounded figures; they are not a full list of creators in Turkey.

Hosted MCP server: https://starlecta.com/mcp (Streamable HTTP, stateless). Tools: lookup_influencer, compare_influencers, search_influencers, ai_search_influencers, audit_influencer, trend_cloud, brand_of_the_day. Seven tools (server version 1.1.0). A key is optional: without one, calls are tied to the caller's network. Discovery card: server-card.json. Client setup (Cursor, VS Code, Claude Desktop, Claude Code): live/mcp-configs.

Get your own key (optional; an agent can do this itself, once):

curl -X POST https://starlecta.com/api/agent/keys   -H 'content-type: application/json'   -d '{"label":"<agent or company name, up to 80 characters>","email":"<contact e-mail>","use":"<what the agent will do, up to 200 characters>"}'

The key starts with slk_ and is shown once; Starlecta keeps only a hash. Keys per address and per day are limited, so ask for one and reuse it. A person can use the form instead (English, Türkçe). Keep the key secret: never put it in a page, a public repository or a shared prompt. A key keeps your usage under your own limits. Send it as Authorization: Bearer slk_... (optional) on the MCP server and on the REST endpoints; without it the call is tied to your network. Use a key for the purpose you gave; do not share or resell it, copy the catalogue, build lists in bulk or get around the limits with several keys. Revocation: write to support@starlecta.com.

REST endpoints (the bearer header is optional; OpenAPI: public-pages.json):

Lookup: GET https://starlecta.com/api/agent/tools/lookup?handle=
Compare: GET https://starlecta.com/api/agent/tools/compare?a= &b=
Search: GET https://starlecta.com/api/agent/tools/search?category= &tier= &followers_min= &followers_max= &er_measured= (every filter is optional)
AI search: POST https://starlecta.com/api/agent/tools/ai-search with {"sentence": " "}. The sentence is read as the same filters as Search (fast mode only).
Brand of the Day: GET https://starlecta.com/api/agent/tools/brand-of-the-day?day=YYYY-MM-DD (day is optional; the latest day when omitted). No key needed, like Trend Cloud, and the same per-minute window as the other tools. Aggregates only: no creator handles, names, links or per-creator scores. Dated pages: https://starlecta.com/en/brand-of-the-day/YYYY-MM-DD, with a Markdown twin at the same path plus .md.
Global Account Check: GET https://starlecta.com/api/agent/tools/audit?handle= . Reads one public Instagram account live (10,000 followers or more) and returns dated, counted figures; it is a reading of public numbers, not a score.

What an answer holds: each handle is open (public follower count and measured engagement rate, dated), tracked (name, tier, category and a rounded follower band, no metric) or not_listed (no match, or an account that cannot be shown). Search returns a count (shown as fewer than 10 below 10), up to two open cards and the number of locked results; it never lists tracked or locked identities. The Starlecta Quality Score is not part of these tools for named creators. Quote a figure together with its date.

Limits per key, or per network without one (values of 1 November 2026; the response that issues your key lists yours):


Per day	lookup 300, compare 150, search 300, AI search 60, Global Account Check 5
Per minute	60 requests, all tools together
Shared	a daily total across all agent keys also applies, separate from the visitor limits of the website

429 with Retry-After means a limit was reached: wait that many seconds. 401 with {"error":"invalid_key"} means the key you sent is wrong or revoked. 404 means that tool is switched off. The MCP server reports a wrong key differently: HTTP 200 with isError: true and a text block, not 401.

Try it from the command line (live/agent-tools.mjs, Node 24, no dependencies; it sends your own key from STARLECTA_AGENT_KEY when set, and none otherwise, waits for Retry-After once and stops):

node live/agent-tools.mjs trend-cloud

node live/agent-tools.mjs brand-of-the-day # latest day; or: brand-of-the-day 2026-11-01 export STARLECTA_AGENT_KEY=slk_YOUR_KEY # optional: your own key and limits node live/agent-tools.mjs lookup node live/agent-tools.mjs compare node live/agent-tools.mjs search --tier micro --category beauty --er-measured node live/agent-tools.mjs ai-search "Turkish beauty creators with 10K to 100K followers"

trend-cloud prints, for example (a real excerpt, computed 2026-10-30T19:17Z; counts change daily):

Trend Cloud, last_7_days, computed 2026-10-30T19:17:01.331943Z

Hashtags: #29ekimcumhuriyetbayramı 2657 posts #29ekim 2126 posts Platforms: Trendyol 65625 shares Hepsiburada 60511 shares

brand-of-the-day prints, for example (a real excerpt, day 2026-11-01, captured 2026-11-02; the featured brand or platform changes daily):

Brand of the Day, 2026-11-01: kitapyurdu.com (platform)

kitapyurdu.com grew its creators 11×. It leads the conversation with 61.3%. Creators: 121 Contents: 416 Reel plays: 3726 Share of conversation: kitapyurdu.com 61.3% dr.com.tr 20% idefix.com 18.7%

The answer also holds the audience reached (gender, age, city, two top interests), movement and loyalty counts and source / source_tr page links. It never names creators.

A worked example with illustrative answers (AI search, two lookups, a comparison and a shortlist note): live/WALKTHROUGH.md. Terms: terms, privacy.

Offline examples: what you can do with them

Need	Example in this repo	Guide on starlecta.com
Compare two creators without declaring a winner, and see when a comparison is not valid	`workflows/compare-two-creators.mjs`	Compare two creators
Brief a client on competitor brands' creator activity, from aggregates only	`workflows/competitor-brief.mjs`	Agency sector and competitor brief
Let an AI assistant read a small open sample pool and an engagement benchmark	`mcp-server/` (read-only MCP server)	Docs
Understand every field and what null means	`DATA-DICTIONARY.md`	Methods

Also on starlecta.com: tracking competitor Instagram Stories, sample reports, Turkey.

Try it

Node 24. The workflows have no dependencies and no network.

node workflows/compare-two-creators.mjs fixtures/compare-same-tier.json

# Comparison note: example-creator-a and example-creator-b

How they stand

Quality score: example-creator-a is higher than example-creator-b ("similar" means within 5 points).
Engagement rate: example-creator-a is similar to example-creator-b ("similar" means within 15% of the higher rate).

When one account is not tracked, the note says so instead of inventing a number (fixtures/compare-one-not-tracked.json):

- Quality score: not comparable (one account is not tracked).

Engagement rate: not comparable (one account is not tracked).

node workflows/competitor-brief.mjs fixtures/brief-input.json

# Competitor brief: Brand A and 3 tracked brands

Instagram, 2026-09-14 to 2026-10-13 (30 days). Synthetic example data.

Brand	Verified posts	Left out (no evidence)	Creators	Returning	New
Brand A	31	64	19	7	12

... Brand A ranks 2 of 4 by verified posts and 2 of 4 by creators.

Full outputs are in expected/. Run the tests with npm test; npm run golden rewrites expected/ after an intended change.

Local MCP server (synthetic edition)

cd mcp-server

npm ci npm test MCP_ALLOW_SYNTHETIC=1 MCP_DATA_SOURCE=test/fixtures/edition-from-export npm run stdio

The server speaks MCP over stdio (or stateless HTTP with npm start). It advertises four read-only tools: `search_crea

只显示了开头部分；其余内容请在仓库中阅读