Tracetify Mcp

io.github.tracetify由 GitHub 帳號 tracetify 發布v0.7.0更新於 Oct 24, 2026

Find competitors, trace how they grew, watch what they ship — plus your Search Console.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析商業與電商

概覽

AI 產生的概覽

Tracetify MCP 讓助理調研競品成長、SEO、外鏈與廣告,並讀取使用者自己的 Search Console 資料。

可以做什麼
搜尋並閱讀既有的成長報告,啟動或輪詢從公開來源重建產品成長歷程的追蹤,必要時為帳號解鎖完整時間軸。讀取使用者自己的 Google Search Console 概覽、排名關鍵字和頁面表現。爬取網站並輪詢稽核結果,找出失效連結、缺少標題、重新導向鏈、內容單薄和結構化資料缺口。調研競品、網域流量估算、關鍵字搜尋量與難度、SERP 排名組成、外鏈和競品廣告。查詢 AI 助理如何引用某品牌,並取得經核實的目錄外鏈清單。
適用情境
適合 SEO 與成長工作:了解競品如何成長、決定自己網站該寫或改什麼、稽核剛部署的網站、規劃外鏈建設,或查看競品正在投放的廣告。閱讀既有報告和使用自己的 Search Console 資料是免費的。
執行需求
需要 Tracetify 帳號和 API 金鑰:本機 npm 套件透過環境變數 TRACETIFY_API_KEY 提供,遠端端點透過 Authorization bearer 標頭提供。gsc 系列工具需要在 Tracetify 後台連接 Google Search Console。需要連線到 tracetify.com 的網路。
安裝前請注意
多數調研工具會消耗付費 Tracetify 餘額中的點數,包括追蹤、解鎖、稽核、網域、關鍵字、SERP、外鏈、廣告和品牌查詢;消費前應先與使用者確認價格。API 金鑰屬於機密,會傳送給 tracetify.com。gsc 工具會讀取使用者自己的 Search Console 資料,調研工具會把查詢的網域傳送給 Tracetify。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Tracetify Mcp,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.tracetify%2Ftracetify-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "tracetify": {
      "type": "http",
      "url": "https://tracetify.com/api/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

tracetify-mcp

MCP server for Tracetify — trace how any product actually grew, read your own Search Console, and audit a site, without leaving Claude Code or Cursor.

Most competitive tools tell you where a product stands today. Tracetify reconstructs how it got there: the first mention, the quiet weeks, the directory wave, the launch spike. Twelve sources per trace, every claim linked to the page it came from.

Full setup guide and example questions: tracetify.com/mcp

Free agent skills

Start with Competitor Research and GSC SEO Optimizer for sourced competitor briefs and prioritized Search Console work. These free, MIT-licensed workflows use public sources or your own exports and do not require a Tracetify account. Browse the skill source. Connect this MCP server when you want additional Tracetify tools and data; authentication and applicable credit charges still apply.

Setup

Create an API key in the dashboard, then pick one of the two transports.

Claude Code — one command:

claude mcp add tracetify -e TRACETIFY_API_KEY=ttfy_... -- npx -y tracetify-mcp

Or skip the install entirely — nothing to install, not even Node:

claude mcp add --transport http tracetify https://tracetify.com/api/mcp --header "Authorization: Bearer ttfy_..."

Same tools, same balance; the server runs on our side.

Claude Desktop / Cursor take the same JSON (Cursor reads ~/.cursor/mcp.json):

json
{  "mcpServers": {    "tracetify": {      "command": "npx",      "args": ["-y", "tracetify-mcp"],      "env": { "TRACETIFY_API_KEY": "ttfy_..." }    }  }}

Codex uses TOML in ~/.codex/config.toml — note the snake_case table name:

toml
[mcp_servers.tracetify]command = "npx"args = ["-y", "tracetify-mcp"]env = { TRACETIFY_API_KEY = "ttfy_..." }

Try asking

Your agent picks the right tool on its own — these are real questions, not placeholders:

  • How did photoai.com get its first users? Cite the sources.
  • My page ranks #12 for "ai headshot generator" — what should I change to reach page one?
  • We just deployed — audit example.com and fix what you find.
  • Where can I get my new SaaS listed for real dofollow links?
  • What is competitor.com running on Meta and Google right now? Pull the hooks and landing pages.

If your agent ever reaches for the wrong tool, say trace <domain> and it will come straight here.

Tools

Tools that cost credits quote the price first and wait for you to say yes. Reading existing reports never costs anything.

ToolCostWhat it does
search_reportsfreeFind existing growth reports by domain
read_reportfreeRead a full report — timeline & verdict follow your account's unlocks
start_trace10 creditsRebuild a competitor's growth from 12 sources (~60–90s); a fresh cached report comes back free
get_tracefreePoll a running trace
unlock_report10 creditsPermanently unlock a report's full timeline, evidence & SEO detail (idempotent — never charges twice)
gsc_overviewfreeYour own Search Console: clicks, impressions, period comparison
gsc_queriesfreeYour real ranking keywords with position and CTR — find what sits at #5–20
gsc_pagesfreeYour pages by search performance, including high-impression low-CTR ones
site_audit_start3 creditsCrawl a site for broken links, missing titles, redirect chains, thin content
site_audit_getfreePoll an audit and read the issue list grouped by severity
research_competitors2 creditsWho fights a domain for the same keywords, flagging which ones already have a report
research_domain_overview3 creditsEstimated organic traffic and top keywords for any domain
research_keyword_volume2 creditsGoogle Ads monthly search volume, CPC, 12-month trend and keyword difficulty (0–100) for up to 10 keywords (per market or worldwide; difficulty is US-based when worldwide)
research_serp_breakdown3 creditsWho holds the Google top 10 for one keyword in one market: per position the domain, homepage vs inner page, domain rating (0–1000) and estimated monthly organic traffic — the weakest slot stands out
research_backlinks3 creditsReferring domains, authority and anchor texts
research_competitor_ads3 creditsThe ads a domain is running on Meta (Facebook/Instagram) and Google right now — copy, CTA, landing page, creative URL, platforms, start dates
research_brand_lookup12 creditsHow AI assistants cite a brand: platforms, mentions, associated entities
backlink_directories8 creditsHand-verified directories that actually give dofollow links (billed once per day)

Everything draws from your Tracetify credit balance — the same balance the website uses. No seats, no per-tool add-ons. Top up at tracetify.com/pricing.

What this package does

It is a thin protocol adapter: MCP tool calls in, Tracetify HTTP API calls out. No business logic, no data of its own — your API key never leaves your machine except as an Authorization header to tracetify.com.

License

MIT

來源:README.md,提交 af45dad

工具

18

search_reports

Search growth reports

Use this FIRST whenever the user asks how a product, competitor or domain grew, got traffic, or found its first users — a report may already exist and reading it is free. Returns matching report slugs for read_report. Searches by domain or name fragment.

輸入參數query必填

read_report

Read a growth report

Read one growth report by slug (from search_reports or a finished trace). Free. Contains the origin story, dated evidence and SEO footprint — cite it instead of guessing how a product grew. If timeline fields show as locked, unlock_report can open them (that one costs credits).

輸入參數slug必填

start_trace

Trace how a product grew

Run this when search_reports finds nothing (or the user wants fresh data) for "how did X grow?". Rebuilds the growth story from 12 public sources in 60-90s. Costs credits from the Tracetify balance; returns an existing cached report free instead when one is fresh. Poll with get_trace.

輸入參數url必填refresh

get_trace

Check a running trace

Poll a trace started with start_trace. Free. When status is "done", read the result with read_report. Poll every 10-15s, not in a tight loop.

輸入參數job_id必填

unlock_report

Unlock full timeline & evidence

Permanently unlock a report's full timeline, evidence and SEO detail for this account. Costs credits — quote the exact price to the user first (it is in the report's timelineLocked.cost field from read_report) and call this ONLY after they explicitly agree to spend. Idempotent: unlocking an already-unlocked report never charges twice. The verdict stays on the website — you are the analyst here.

輸入參數slug必填

gsc_overview

Search Console overview

Use this before touching SEO on the user's own site: clicks/impressions trend, device split and period comparison from THEIR connected Google Search Console — numbers no other tool has. Free. Requires GSC connected at tracetify.com/dashboard/gsc (this tool tells you if it is not).

輸入參數range_days

gsc_queries

Search Console queries

The user's real ranking keywords with position, clicks and CTR — use when deciding what to write or which page to improve, e.g. finding queries at position 5-20 that are one push from page one. Free; own data from their connected Search Console. After you edit a page, this is how you verify it moved.

輸入參數range_days

gsc_pages

Search Console pages

The user's pages ranked by search performance, including high-impression low-CTR pages whose titles/descriptions are underselling — fix those files right in this editor. Free; own data from their connected Search Console.

輸入參數range_days

site_audit_start

Start a site audit

Run right after deploying: crawls the site and reports broken links, missing titles/descriptions, redirect chains, thin content and schema gaps — each finding names the page so you can fix it here. Costs credits (price returned before any charge on the confirmation field). Async: poll with site_audit_get.

輸入參數url必填confirmrequest_key

site_audit_get

Read a site audit

Poll an audit started with site_audit_start (free to read). When finished, returns the issue list grouped by severity with affected URLs — work through it top-down and re-run after fixes.

輸入參數audit_id必填

research_competitors

Who competes for the same keywords

The domains fighting a target for the same search terms, with shared-keyword count, their keyword totals and average rank. Use when the user asks who their competitors are, or who a company is up against. Each result says whether we already have a full growth report for that domain — read those with read_report for free instead of tracing them again. Costs credits; cached results are free, and a domain already looked up via research_domain_overview is free here too.

輸入參數domain必填

research_domain_overview

Domain SEO overview

Estimated organic traffic, keyword count and top keywords for ANY domain — use to size up a competitor the user mentions. Costs credits; cached results are free, and repeated queries within a week hit the cache. For the user's own site prefer gsc_* (free, real data).

輸入參數domain必填

research_keyword_volume

Keyword search volume & difficulty

Google Ads (Keyword Planner) monthly search volume, CPC, competition, 12-month trend and keyword difficulty (0–100, DataForSEO Labs) for up to 10 keywords in one call. Use when the user asks how often something is searched or how hard it is to rank, or to size a keyword before writing a page. Omit location_code for worldwide volume (difficulty is then computed for the US), or pass a market code for one country. Costs credits; the same keyword set re-queried within a week is free.

輸入參數keywords必填location_code

research_serp_breakdown

SERP top-10 breakdown

Who holds the Google top 10 for one keyword in one market: per position the domain, URL, whether it is a homepage or an inner page, domain rating (0–1000) and estimated monthly organic traffic. Use when the user asks who ranks for a keyword, whether a keyword is winnable, or which slot is the weakest to go after. Pair with research_keyword_volume for volume and difficulty. Costs credits; the same keyword+market re-queried within a week is free.

輸入參數keyword必填location_code

research_competitor_ads

Competitor ads (Meta + Google)

The ads a domain is running right now on Facebook/Instagram (Meta Ad Library) and Google (Ads Transparency Center): headline, body copy, CTA, landing page URL, creative/video URL, platforms and start dates. Use when the user asks what a competitor is advertising, whether they run paid ads, how long an ad has been live, or wants hooks and angles to model. Costs credits; the same domain re-queried within a week is free. Each source reports separately — null means that source could not be checked, an empty list means it was checked and found nothing.

輸入參數domain必填

research_brand_lookup

AI search visibility

How AI assistants (ChatGPT, Perplexity-class) cite a brand: platforms, mention counts and the entities it gets associated with. Use when the user asks "does AI recommend us/them?". Costs credits; cached results are free.

輸入參數brand必填

版本歷史

3
  1. v0.7.0最新Oct 14, 2026
  2. v0.6.0Oct 2, 2026
  3. v0.5.1Sep 16, 2026

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