Start free
    Menu
    How it worksIntegrationsCustomersPricingSign in

    integrations tools linkedin-organic

    LinkedIn Organic MCP for your AI agent

    Cogny's LinkedIn Organic integration exposes 16 tools (9 read, 5 write, 2 destructive) to an AI agent over MCP. The same tools are available on every plan, from your own AI client or inside the Cogny app.

    • 9readonly reads data.
    • 5writecreates or changes something.
    • 2destructivedeletes, removes or replaces something.

    Over MCP your own AI client asks before it runs a write. To take a tool away from your agent, block it in Settings → Integrations. Plans, approvals and limits

    set it up.

    Add Cogny to your AI client once, then connect LinkedIn Organic in Cogny. Every LinkedIn Organic tool below appears in the client.

    • Claude CodeRun claude mcp add --transport http cogny https://app.cogny.com/mcp, then authorise in the browser.
    • Claude.aiSettings → Connectors → Add custom connector, URL https://app.cogny.com/mcp, then log in and pick your workspace.
    • ChatGPTSettings → Apps → Advanced settings → Developer mode → Create app, URL https://app.cogny.com/mcp, authentication OAuth.
    • CursorIn Cogny, Settings → Data & Integrations → Connect AI Clients shows the block to paste into .mcp.json, with an API key.
    • CodexRun codex mcp add cogny --url https://app.cogny.com/mcp.

    Full setup, and how to undo it

    Connecting and limits

    Connecting signs in as one LinkedIn member. The connection reaches that member's own profile and every company Page the member administers, and the picker shown right after connecting (and later under Settings → Integrations → LinkedIn Organic → Edit accounts) chooses which of those the workspace may post as and read. Everyone in the workspace can use the ones chosen; the rest are refused with the reason, and tool_list_organizations only lists the enabled Pages. A Page needs the Super admin or Content admin role to post as it; any admin role is enough for its statistics.

    Posts on the member's own profile are write-only: LinkedIn does not let apps read a personal profile's posts, comments or analytics back. tool_list_scheduled_posts with status='published' is the record of what was posted from Cogny.

    Known gaps

    • A scheduled post is published by Cogny within a minute of its time; LinkedIn itself has no scheduling, so it will not appear in LinkedIn's own scheduled list.
    • Post reads, comments and statistics work for Pages only, not for personal profiles.

    what each tool does.

    Read 9 · only reads data

    • tool_get_meReadThe connected LinkedIn member: id, person URN, name, headline, profile URL.
    • tool_list_organizationsReadCompany Pages the connected member has a role on: id, URN, name, Page URL, roles and can_post (Super/Content admin).
    • tool_list_scheduled_postsReadPosts scheduled or published through Cogny for this workspace.
    • tool_get_organization_postsReadA Page's organic posts, newest first, with lifetime impressions, clicks, reactions, comments, reshares and engagement rate per post.
    • tool_get_postReadOne Page post with its text, content and reaction / comment counts.
    • tool_get_post_statisticsReadLifetime statistics for specific Page posts: impressions, unique impressions, clicks, reactions, comments, reshares, engagement rate.
    • tool_get_organization_statisticsReadPage performance over a window: total followers, organic / paid follower gains, post impressions, clicks, reactions, comments, reshares and engagement rate, and page views — totals plus a series.
    • tool_get_follower_demographicsReadWho follows a Page: followers by seniority, job function, industry, company size, country and region (top N each).
    • tool_get_commentsReadComments on a Page post, with author URN, text, time and reply counts.

    Write 5 · creates or changes something

    • tool_create_postWritePublish a LinkedIn post now (publicly, immediately).
    • tool_schedule_postWriteSchedule a LinkedIn post to publish at a future time.
    • tool_update_scheduled_postWriteReschedule and/or edit a post that is still scheduled.
    • tool_create_commentWriteComment on a post (or reply to a comment), publicly and immediately.
    • tool_react_to_postWriteReact to a post as the member or a Page.

    Destructive 2 · deletes, removes or replaces something

    • tool_cancel_scheduled_postDestructiveCancel a scheduled post so it never publishes.
    • tool_delete_postDestructiveDelete a published post from the member's profile or a Page they admin.

    Exact input schemas come from tools/list once LinkedIn Organic is connected; the free plan is enough to check. Missing something? Your agent can ask for it with request_feature.

    This page as markdownAll integrationsHow Cogny uses LinkedIn Organic