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LinkIntel: An MCP Server That Remembers Which X Posts Worked

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LinkIntel is an MCP server that feeds your own X post results and X's open-source ranking weights to your AI assistant, so every draft…

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LinkIntel is an MCP server for your X posts. It launched on Product Hunt on October 24, 2026, where it placed sixth in the daily ranking. Its premise is simple: your AI already drafts your posts, but it has never seen how they performed. LinkIntel connects X once, measures how your recent posts do every day, and hands that evidence to the assistant you already use, so every draft starts from what actually worked for you.

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What LinkIntel does

  • Your post history, measured daily: once you connect X, LinkIntel records how your recent original posts do, every day: impressions, replies, reposts and bookmarks.
  • X’s own ranking weights: it reads X’s open-source ranking code every day and flags what moved, with the commit as the receipt, so your assistant writes for what X actually rewards.
  • One cited brief for your assistant: your next brief carries both your results and the ranking weights. Ask your assistant what informed a draft, keep what is useful, and write in your own voice. It works with Claude or any MCP-compatible assistant, and you keep the final say.
  • Read-only by design: LinkIntel never publishes, never schedules and never searches X on its own. It never asks for your X password. Disconnect at any time and the stored snapshots are deleted.
  • Honest about limits: LinkIntel does not promise to tell you what will go viral. Selected examples can help you decide what to try, but they cannot prove a format causes better reach, and the brief keeps source links, sample limits and freshness visible.
  • Starting with X: LinkedIn is in closed beta and not open to new accounts. LinkIntel started with LinkedIn work, and the X workflow is the product now available to new accounts.

Who it is for

LinkIntel targets people who write on X with an AI assistant: creators, founders and marketers who already draft posts with Claude, ChatGPT or another MCP-compatible assistant, and want those drafts grounded in their own measured results and X’s published ranking weights instead of starting from a blank page every time.

Pricing

Prices are listed on the official website, in US dollars. LinkIntel costs $39 a month, after a 7-day free trial. A card is required to start the trial and nothing is charged during it; cancel before it ends and you pay nothing. It is one trial per person, and Polar emails a reminder before the trial ends. Reference lookups are included, with no per-post charge. Pricing may change, so check getlinkintel.com for current terms.

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