com.starlectaPublished by starlecta.comOfficial publisherv1.1.0Updated Nov 2, 2026
Instagram influencer lookup, compare, AI search, account check, Trend Cloud, Brand of the Day.
Starlecta's hosted MCP server for Instagram influencer analytics in Turkey: look up, compare, search and audit creators, plus trend and brand aggregates.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/com.starlecta%2Finfluencer-tools/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"starlecta-influencer-tools": {
"type": "http",
"url": "https://starlecta.com/mcp"
}
}
}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: [email protected].
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):
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):
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 [email protected].
REST endpoints (the bearer header is optional; OpenAPI: public-pages.json):
GET https://starlecta.com/api/agent/tools/lookup?handle=<instagram handle>GET https://starlecta.com/api/agent/tools/compare?a=<handle>&b=<handle>GET https://starlecta.com/api/agent/tools/search?category=<code>&tier=<nano|micro|macro|mega>&followers_min=<n>&followers_max=<n>&er_measured=<true|false> (every filter is optional)POST https://starlecta.com/api/agent/tools/ai-search with {"sentence": "<one sentence, 2 to 200 characters>"}. 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=<instagram 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):
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):
trend-cloud prints, for example (a real excerpt, computed 2026-10-30T19:17Z; counts change daily):
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):
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.
Also on starlecta.com: tracking competitor Instagram Stories, sample reports, Turkey.
Node 24. The workflows have no dependencies and no network.
When one account is not tracked, the note says so instead of inventing a number (fixtures/compare-one-not-tracked.json):
Full outputs are in expected/. Run the tests with npm test; npm run golden rewrites expected/ after an intended change.
The server speaks MCP over stdio (or stateless HTTP with npm start). It advertises four read-only tools: search_creator_examples, get_creator_example, compare_creator_examples, get_instagram_benchmark. A get_creator_example call for sentetik-guzellik-a on the bundled synthetic edition returns:
and an unknown name returns Not found. with Missing: not_in_open_pool, never an invented row. Client setup (Claude Code, Claude Desktop, MCP Inspector): mcp-server/examples/client-configs.md. Details: mcp-server/README.md.
live/ is marked illustrative. The workflow fixtures use handles like example-creator-a; Instagram does not allow hyphens in handles, so none is a real account. The MCP edition fixture uses names like synthetic_beauty_a and slugs like sentetik-guzellik-a. They are invented and labelled synthetic, but a handle in the underscore form is valid on Instagram and could exist, so do not read it as a statement about any account.mcp-server/ serves a selected pool of open examples (10 in the bundled edition), not every creator in Turkey. It has no default data source: you point it at a public-data folder or URL, and the open edition files are not published. For live data use the hosted tools above, which answer from Starlecta's tracked accounts with the limits stated there.example-creator-a and example-creator-b. Definitions: SQS, engagement rate, Story estimate.Code: MIT, see LICENSE. The licence covers code only; reuse terms for Starlecta data are separate, see DATA-TERMS.md (draft). Report security issues to [email protected], see SECURITY.md.
Source: README.md at commit 1642597
Look up an 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.
handlerequiredCompare two influencers
Two influencers side by side on the same method and dates: followers, engagement rate and an engagement band.
arequiredbrequiredSearch influencers by filters
Count of matching influencers and up to two open cards. Filters: category code, tier (nano, micro, macro, mega), follower bounds, measured engagement only.
tiercategoryer_measuredfollowers_maxfollowers_minAI search for 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 a relevance score from 0 to 100, the niches that matched, and an overall score (0 to 100, fixed scale, shown beside relevance; cards are ordered by relevance, then measured engagement, then followers); sometimes one or none. The ranking field tells how they were chosen. An optional safety object (flagged true, reason filtered or sensitive_condition) says details were withheld for privacy or safety; it never repeats the words.
sentencerequiredTrend 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.
Takes no parameters.
Global Account Check
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. Limited daily. Accounts Starlecta tracks every day show more in lookup_influencer.
handlerequiredBrand 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 (gender, age, city, two top interests). Aggregate figures only; no creator is named. Optional day (YYYY-MM-DD) returns an earlier day. No key needed.
day100% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
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>"}'node live/agent-tools.mjs trend-cloudnode live/agent-tools.mjs brand-of-the-day # latest day; or: brand-of-the-day 2026-11-01export STARLECTA_AGENT_KEY=slk_YOUR_KEY # optional: your own key and limitsnode live/agent-tools.mjs lookup <handle>node live/agent-tools.mjs compare <handle-a> <handle-b>node live/agent-tools.mjs search --tier micro --category beauty --er-measurednode live/agent-tools.mjs ai-search "Turkish beauty creators with 10K to 100K followers"Trend Cloud, last_7_days, computed 2026-10-30T19:17:01.331943ZHashtags: #29ekimcumhuriyetbayramı 2657 posts #29ekim 2126 postsPlatforms: Trendyol 65625 shares Hepsiburada 60511 sharesBrand 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: 3726Share of conversation: kitapyurdu.com 61.3% dr.com.tr 20% idefix.com 18.7%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) |
## 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).- 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.cd mcp-servernpm cinpm testMCP_ALLOW_SYNTHETIC=1 MCP_DATA_SOURCE=test/fixtures/edition-from-export npm run stdioSentetik Güzellik A (sentetik-guzellik-a) · Beauty · Micro · 10K–100K · ~48000 followersEngagement 3.1234; quality score (SQS): in the customer panel