How to post to LinkedIn from Gemini CLI
A plan file in, a week of LinkedIn posts out. Gemini CLI reads the markdown, drafts each post inside 3,000 characters and schedules them at the times get_best_times returns.
How do I post to LinkedIn from Gemini CLI?
Add the planpo.st MCP server to Gemini CLI, connect LinkedIn once in the dashboard, then ask. The first three steps are one-time.
- 1
Create an API key and add planpo.st to Gemini CLI
Make a scoped key in planpo.st under Settings. Add a planpost entry under mcpServers in settings.json, in ~/.gemini globally or .gemini in a project. For the hosted server the key is httpUrl, not url. The local entry runs npx -y planpost-mcp with the key in env.
- 2
Confirm the server is connected
Run /mcp inside Gemini CLI and check that planpost is listed with its tools.
- 3
Connect LinkedIn
Connect LinkedIn in the dashboard under Connections. A personal profile and a company page are separate connections with separate IDs, and get_connection_link gives the agent a URL to pass to you when one is missing.
- 4
Know what the post needs
A LinkedIn post needs text of 3,000 characters or fewer. Media is optional and nothing in platformSettings is required.
- 5
Ask in your terminal
Say what to post and when. Gemini CLI finds the LinkedIn connection, creates the post, and tells you whether it was scheduled or kept as a draft, with the reason.
{
"mcpServers": {
"planpost": {
"httpUrl": "https://mcp.planpo.st/mcp",
"headers": { "Authorization": "Bearer pk_live_xxx" },
"timeout": 10000
}
}
}{
"mcpServers": {
"planpost": {
"command": "npx",
"args": ["-y", "planpost-mcp"],
"env": { "PLANPOST_API_KEY": "pk_live_xxx" }
}
}
}Config location: Global: ~/.gemini/settings.json · Per project: .gemini/settings.json. Replace pk_live_xxx with your own key.
Hosted or local for Gemini CLI?
For Gemini CLI either works, and local removes the one trap. The hosted entry must use httpUrl, and a url key is ignored without a word. The local npx entry has no such key to get wrong and needs Node 18 or newer.
- Gemini CLI uses httpUrl for streamable HTTP, not url. The wrong key is a silent no-op.
The full walkthrough is on the Gemini CLI setup page.
What can Gemini CLI do on LinkedIn?
It can publish text posts, single-image posts, multi-image posts of up to 9 images and video posts, to a personal profile or a company page. It cannot post PDF documents, polls or articles.
Text post
3,000Up to 3,000 characters with clickable links. The long cut of an idea belongs here, with platformContent.linkedin holding it when other networks get a shorter one.
Image or images
1 to 9One image, or several as a multi-image post. The first 9 are used.
Video
One video per post. When the first attachment is a video, that file is the post.
Profile or page
Decided by the connection ID. Pass the profile's ID, the page's ID, or both in two posts with different wording.
Attachments are optional on LinkedIn. When a post should carry one, Gemini CLI can take it from disk: it calls upload_media for a presigned URL, PUTs the file there with a shell command, and passes the returned asset into create_post. Files already uploaded come back from list_media, ready to reuse.
Which settings does a LinkedIn post take?
The LinkedIn publisher reads nothing from platformSettings. Who the post is from is decided by the connection, and visibility is always public, so the table lists the post fields that do the work.
| Field | Allowed values | If you leave it out | Worth knowing |
|---|---|---|---|
| connectionIds | ID of a profile connection or a company page connection | None, required | This is the profile versus page switch. list_connections returns both with their IDs. |
| platformContent.linkedin | Text, 3,000 characters or fewer | The shared content | Over 3,000 here is rejected with a 400. Shared content over 3,000 saves the post as a draft with char_limit. |
| media, platformMedia.linkedin | Images (1 to 9) or one video | Text post | The first attachment decides the kind of post. Images after the ninth are left out. |
| platformSettings.linkedin.* | Not read | Does not apply | organizationUrn and isPersonal exist on the type and are ignored at publish. Use the connection ID. |
| Visibility | PUBLIC | PUBLIC | Fixed. There is no connections-only option. |
What do I type to post to LinkedIn from Gemini CLI?
Plain requests work. Each example lists the tool calls Gemini CLI makes in response.
1. Profile and company page, two voices
You say
Read content-plan.md. Write two LinkedIn posts from it: first person for my profile, third person for the company page. Schedule both for Thursday 09:00.
Tool calls
list_connections()
create_post({ content: "<first person>", connectionIds: ["<profile id>"], schedule: "thursday 09:00" })
create_post({ content: "<third person>", connectionIds: ["<page id>"], schedule: "thursday 09:00" })Two scheduled posts on two connections. They are separate posts on purpose, because the wording differs and so will the numbers.
2. A carousel of images
You say
Go through ideas.csv. Make a 7-slide carousel from it for LinkedIn and save the post as a draft so I can look first.
Tool calls
generate_carousel({ content: "<source text>", platform: "linkedin", maxSlides: 7 })
render_carousel({ slides: [...], family: "<id from list_carousel_styles>" })
get_carousel_render({ id: "<render id>" })
create_post({ content: "<caption>", media: [<7 assets>], connectionIds: ["<linkedin id>"], schedule: "draft" })Seven rendered PNG slides in your media library and a draft multi-image post. Seven fits; a tenth slide would be dropped, since LinkedIn gets the first 9 images.
3. Post with a tracked link
You say
Open notes/this-week.md. Write a LinkedIn post that ends with the link to the pricing page and schedule it at the best time this week.
Tool calls
get_best_times({ platform: "linkedin" })
create_post({ content: "<post ending in https://...>", connectionIds: ["<linkedin id>"], scheduledFor: "<ISO time from get_best_times>", campaign: "pricing-update" })A scheduled post with a clickable link and a campaign tag. Payments that follow a click on that link show up next to this post.
What stops a LinkedIn post from Gemini CLI?
The tag on a card is the code that comes back in the tool result.
3,000 characters
char_limitChecked when the post is created. Too long and it is saved as a draft with the count, the limit and the field to shorten.
9 images, then it stops
A multi-image post uses the first 9 attachments. Extra images are left out without failing the post, so keep carousels at 9 or fewer.
Do not mix images and video
The first attachment decides the type. An image first makes it an image post; a video first makes it a video post with that one file.
No PDF documents
The swipeable document format is not supported. A rendered image carousel is the nearest thing and it publishes as a multi-image post.
Always public
Posts go out with public visibility. If you need connections-only, post that one by hand.
Profile and page are different connections
Sending a page announcement to your personal profile is one wrong ID away. Have the agent read list_connections back before the first post.
httpUrl, not url
Gemini CLIGemini CLI uses httpUrl for streamable HTTP servers and ignores a url key without an error. If the tools never show up, look at that one word first. I lost twenty minutes to it.
Can Gemini CLI tell me what a LinkedIn post earned?
Yes. Links in LinkedIn posts are clickable, so a tracked link in the post gives a click to match against a later payment, and get_revenue_overview returns the totals and recent transactions. LinkedIn readers are mostly buying for a business, which usually means Stripe on the other end.
Gemini CLI and LinkedIn: questions people ask
- How do I post to a company page instead of my profile?
- Pass the page's connection ID. The page and the profile are separate connections, and the post is authored by whichever one the ID belongs to. There is no setting for it.
- Can it post a document carousel?
- Not the PDF kind. It can render up to 9 slides as images and publish them as a multi-image post.
- What happens when Gemini CLI sends a LinkedIn post that breaks a rule?
- It is told at once. The usual case on LinkedIn is text over 3,000 characters: the post is kept as a draft and the tool result carries char_limit plus the fix, which Gemini CLI applies with update_post.
- Why does Gemini CLI not see the planpo.st tools?
- Most often the hosted entry says url where Gemini CLI expects httpUrl, and the wrong key is ignored silently. Fix the key, restart, and the LinkedIn tools appear. The local npx entry avoids the question.
- Can I rerun the same prompt every week?
- Yes, and it is what this pairing is good at. Keep the prompt in a file next to the plan it reads, and run it on Monday to fill the LinkedIn schedule.
Keep going
LinkedIn from other agents
Other networks from Gemini CLI