Outcome · Content
Content agents for LinkedIn
Turn what you already know into posts that sound like you, and see what your market is actually reading before you write.
How these act
- Human approves — Drafts the action; nothing irreversible happens until a person presses send.
You bring
- Samples of your own writing. Voice is learned from examples, not from adjectives.
- A LinkedIn account to read posts through, for the research half.
- Somebody who presses publish. Nothing here posts for you.
What it takes
The capabilities this job runs on
A capability is one thing an agent can do, and each one names what performs it: a live MCP tool, a skill, or a workflow. 10 of 11 can be performed today.
A week of posts from real evidence
Medium riskRead what a chosen set of people actually published, extract the themes that recur, and draft a week of posts against them in the captured voice. It ends with drafts in a file; you publish them yourself, on your own schedule.
Performed by a workflow — a sequence of steps, not a single call. · Human approves
Capture a voice from real posts
Low riskDerives a short voice guide — sentence length, vocabulary, what the author never does — from that author's own published posts, so drafts sound like a person rather than like a model imitating LinkedIn.
Performed by a skill — instructions your AI client follows. · Read only
Check the remaining LinkedIn budget
Low riskHow many LinkedIn tool calls this workspace has made this month, broken down by tool, plus the rate limit in force. The call an agent makes to pace itself instead of discovering the limit by hitting it.
Runs on get_usage · Read only
Draft a comment on someone's post
Low riskWrites a comment that responds to the specific argument of a post rather than praising it. You paste it yourself; there is no tool that comments.
Performed by a skill — instructions your AI client follows. · Human approves
Draft a LinkedIn post
Low riskTurns a theme and the evidence behind it into a post in the captured voice, with the opening line written separately because that is the only part most readers see. Nothing here publishes anything.
Performed by a skill — instructions your AI client follows. · Human approves
Find people matching an ICP
Medium riskRuns an ICP description through a connected account's LinkedIn search and returns up to 50 profiles per call. Profiles LinkedIn masks as "LinkedIn Member" because they are out of network are dropped rather than returned with a blank name. Typed Sales Navigator filters are used only when the account has a Navigator seat; otherwise every criterion is folded into one keyword string.
Runs on search_linkedin_people · Your LinkedIn session
List the sending account's network
Medium riskFirst-degree connections of the connected sender account, up to two hundred per call. It is that account's network, not the network of whoever is signed into the app — which is exactly the distinction that matters when the sender is a dedicated account.
Runs on list_linkedin_connections · Your LinkedIn session
Read one profile in depth
Medium riskOne call returns identity, current role and the date it started, follower count, the premium flag and the latest post. Every enrichment field is best-effort: a profile that hides its activity still returns its identity, with the post fields simply absent.
Runs on get_linkedin_profile · Your LinkedIn session
Read what someone has posted
Medium riskUp to twenty recent posts by one member, newest first, with reposts flagged. An empty array — not an error — is the normal answer for a senior buyer who does not post, and a workflow has to handle that as a case rather than as a failure.
Runs on get_linkedin_posts · Your LinkedIn session
See which LinkedIn identity is available
Low riskThe accounts this workspace can act as, each with status, warm-up stage, how much of today's invite and message budget is spent, and a health score. Reads our own database, so it costs nothing against the LinkedIn rate limit and is the cheapest first call an agent can make.
Runs on list_sender_accounts · Read only
Not built yet
These are declared in the registry so a product page can say “not yet” instead of implying it. Nothing performs them today:
- Read who engaged with a post — Not built yet. Reaction and comment counts come back on a post, but the people behind them do not, so "everyone who commented on this" cannot be turned into a list.
The products
1 product does this job
Each card is a real catalogue row: its price, its risk level and how it acts are the fields the product itself declares, not marketing written per page.
What it costs
Only the tiers this outcome actually uses
- Pro kit$491 product
- A skill plus MCP wiring, workflows and the files they read.
There is no payment processor connected yet. Checkout records a real order against your workspace and tells you exactly what happens next — nothing is charged, and no card is asked for. The whole ladder is on pricing.
What it risks
The part most sites leave out
Drafting is automated; publishing is not. No product in this catalogue writes to a LinkedIn feed — the draft lands in your workspace or your editor and a person decides whether it goes out.
- Medium risk
- Acts through your own session or writes with a human approving each action. Restriction is unlikely but not impossible.
LinkedIn does not endorse, certify or sanction any of this, and nobody — including us — can promise an account will not be restricted. What we can do is keep the irreversible actions behind a person, cap the pace, and tell you which side of that line a product sits on before you buy it. The mechanics are on security.
Other outcomes: Sales · Recruiting · Networking · Data · Operations