Axel Schapmann
Floriane Bobée
Benjamin Allouch
Victor Grandchamps
Loved by 4,000+ users

Connect Gemini to your LinkedIn data

Gemini gets your real LinkedIn posts and analytics: what worked, how you write, what to post next. Today that works in the Gemini CLI and Gemini Enterprise, not yet as a one-click flow in the consumer app.

GeminiMyFeedIn

What worked on my LinkedIn this past month?

compare_periodsget_top_performing_posts

Compared to the previous 30 days:

  • Impressions are up 42% and comments up 31%.
  • Your 3 best posts all open with a question and stay under 120 words.
  • Tuesday-morning posts outperform your average by 2.1x.

Want me to draft the next one using what's working?

Worth knowing first. We have not tested every Gemini surface end to end. The CLI path here follows Google's documented OAuth flow for remote MCP servers.

Set up Gemini in under 2 minutes

Nothing to install and nothing to configure. You log in to MyFeedIn once and Gemini keeps the connection.

https://mcp.myfeedin.co
Gemini CLI
settings.json

1. Open your Gemini CLI settings file

The CLI reads MCP servers from its settings file. Google's docs cover both SSE and HTTP transports; MyFeedIn uses streamable HTTP.

mcp.myfeedin.co

Remote server

2. Add MyFeedIn as a remote server

Point it at the MyFeedIn server URL. The CLI supports OAuth 2.0 for remote servers, so no static key is needed.

Read your posts, analytics, comments, feeds and people

Approve

3. Approve in your browser

The CLI opens the myfeedin.co consent screen on first use. Approve once, then use the tools from any prompt.

What Gemini can do once connected

Four things you cannot do with a chat window alone, because the model has no idea what happened on your account.

Find out what actually worked

Ask what changed this month and get the real deltas: impressions, comments, best day, best hour, best post length. From your own history, not from a LinkedIn best-practices article.

compare_periodsget_top_performing_postsanalyze_engagement_patterns

Draft in your own voice

Your assistant reads how you actually write, your structure, your recurring words, your hooks, then drafts from that. It can also surface opening lines that worked and that you have not reused in months.

summarize_my_voicefind_unused_hooks

See what your commenting is worth

Nothing else measures the comments you leave on other people's posts. Ask which ones landed, on whose posts, and whether the time you spend engaging is paying you back.

list_my_commentssearch_my_commentssearch_people

Turn a conversation into a campaign

Name the people you want to reach, and your assistant builds the campaign: the audience, the sequence, the delays. It lands in your dashboard as a draft, and nothing goes out until you launch it.

search_peoplecreate_campaignset_campaign_steps

Then ask Gemini anything

These work as written. Paste one in and see what comes back.

Analytics

Compare my last 30 days on LinkedIn to the 30 days before. Show me the 3 metrics that moved the most (impressions, comments, reactions) with the percent change. Then pick my single best post in that window and break down what made it work: hook, length, posting time, and how it compares to my average.

Voice

Read my last 20 posts and summarize my voice in 5 bullets: average post length, opener style, formatting habits (line breaks, bullets, emoji use), recurring themes, and the 3 hook patterns that drive the most engagement. End with a 2-line guide I can paste into any AI tool to write in my style.

Hooks

Pull 5 hooks from my posts that got more than 500 impressions in the past year and that I haven't reused in the last 90 days. Adapt each one to a post about [topic] without changing the hook's structure. Keep every hook under 12 words.

Repurposing

Find my 3 best-performing posts from 11–13 months ago. For each one, give me: the original hook, two reasons it worked, and a fresh angle to repurpose it today (not a copy-paste rewrite). Order them by potential, easiest repurpose first.

Drafting

Draft a LinkedIn post in my voice about [topic]. 150 words. Structure: hook under 10 words, two beats with one concrete example each, close ending in a question. Plain text only, no markdown, no emojis. Pull the hook pattern from one of my top 5 performers and tell me which one you used.

Timing

Analyze my engagement patterns over the past 90 days: best days, best hours, and how post length correlates with engagement. Then give me a simple posting schedule for next week (day, time, suggested length) based only on my own data, not generic best practices.

Engagement

List the people in my [feed name] feed, then check my recent comments: who in that feed have I not engaged with in the last 30 days? Give me the top 5 to reconnect with, and for each one a reason based on their headline.

Planning

Look at my top 10 posts from the past year and group them into 3 to 5 recurring themes, ranked by average engagement. For each theme, suggest 2 new post ideas I haven't covered yet. Format it as a 2-week content calendar.

Outreach

Create a draft campaign called [name]. Sequence: a connection request with a short note using my first name variable, then a message 3 days later that opens with a spin variation and stays under 60 words. Write both in my voice, based on my last 20 posts. Then add these profiles: [paste 3 profile URLs], and tell me who was newly created versus already in my CRM, and who got skipped for being active in another campaign.

See all 25 tools the server exposes. Wondering whether there is an official LinkedIn MCP server? There is not, and here is how the options compare.

Built to be trusted

Your LinkedIn presence is your asset. Here is exactly what Gemini can and cannot do with it once connected.

It cannot post or message as you

No tool publishes a post, writes a comment or sends a message. The only writes are the Growth-plan campaign tools.

No scraping, no session cookie

It never touches your LinkedIn session. Only the data already in your MyFeedIn account, nothing scraped from LinkedIn.

You approve every connection

You pick whether it sees your personal account or one workspace. It can never see the other.

Revocable in one click

Settings, then Connected apps, lists every assistant. Revoking cuts it off immediately.

Frequently asked questions

Can't find the answer you're looking for? Send us a message and we'll help you out.

You do not connect Gemini to your LinkedIn account, and you never give it your LinkedIn login. You connect it to MyFeedIn, which already holds your posts, their analytics, the comments you left and the people you saved. Add the MyFeedIn server in Gemini, approve the connection once in your browser, and start asking. Nothing runs on your LinkedIn session.
Not by itself. Gemini cannot log in to LinkedIn or read your feed. Through MyFeedIn it can read your own posts and how they performed, the comments you left on other people's posts, your feeds and saved people, and it can draft new posts in your voice from all of that. It cannot publish a post or send a message on LinkedIn as you.
Not through a simple consumer flow today. Google's custom MCP support sits in the Gemini CLI and in Gemini Enterprise. If that changes we will update this page.
Gemini Enterprise supports custom MCP server connections, so a remote server like MyFeedIn fits the model. Setup there is done by your workspace administrator.
Yes, indirectly: any MCP-compatible client can read the same data. If Gemini is a hard requirement, the CLI is the supported path today.

Give Gemini your LinkedIn context

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