MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
作者による説明(英語の原文)
Instagram influencer lookup, compare, AI search, account check, Trend Cloud, Brand of the Day.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
Authorization「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
ターミナルでこれを実行します
claude mcp add --transport http influencer-tools https://starlecta.com/mcp --header 'Authorization: your-value'動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"influencer-tools": {
"url": "https://starlecta.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"influencer-tools": {
"type": "http",
"url": "https://starlecta.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
Authorization 秘密 HTTP headerこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
ツールの名前と説明は、サーバーが2026年11月6日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。
lookup_influencerPublic 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_influencersTwo influencers side by side on the same method and dates: followers, engagement rate and an engagement band.
search_influencersCount of matching influencers and up to two open cards. Filters: category code, tier (nano, micro, macro, mega), follower bounds, measured engagement only.
ai_search_influencersOne 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_cloudWhat 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_influencerReads 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_dayThe 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
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名はドメイン starlecta.com で確認済みです(レジストリがドメインの所有を確認しています)
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
99ミリ秒で応答(HTTP 200)
サインイン不要
7件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:Authorization
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.1.0)がレジストリに届いたのは5 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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.
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):
GET https://starlecta.com/api/agent/tools/lookup?handle= GET https://starlecta.com/api/agent/tools/compare?a= &b= GET https://starlecta.com/api/agent/tools/search?category= &tier= &followers_min= &followers_max= &er_measured= (every filter is optional)POST https://starlecta.com/api/agent/tools/ai-search with {"sentence": " "}. The sentence is read as the same filters as Search (fast mode only).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.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.
| 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.
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
... | Quality score (SQS) | 74 (coverage 92%, confidence high) | 66 (coverage 78%, confidence high) | | Engagement rate, 90 days | 3.1% (38 posts and reels, as of 2026-10-21) | 2.9% (25 posts and reels, as of 2026-10-21) |
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).
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.
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
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