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ByHeather MacAvelia·Independently reviewed·Published Jun 25, 2026·Updated Oct 28, 2026
Independently verified against live vendor data on Oct 28, 2026.

LinkedIn automation API for teams and AI agents: messaging, networking, search and outreach via API, SDK, CLI, MCP or no-code. Core $70/seat/mo billed annually, $99 monthly (USD).

How we scored it

Autonomy

3/5

Integrations

5/5

Pricing clarity

4/5

Evidence

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Setup

4/5

The facts

Linked API is a LinkedIn automation platform that gives teams and AI agents programmatic access to LinkedIn through a REST API, Node.js and Python SDKs, a CLI, an MCP server and no-code integrations. It is operated by What the Flutter, a private limited company registered in Tallinn, Estonia. Each connected LinkedIn account gets a dedicated cloud browser instance with fingerprint matching, configurable rate limits and human-like behaviour. The vendor states it never sees or stores LinkedIn passwords, because the user signs in themselves inside the isolated browser.

The platform supports 50+ LinkedIn actions across messaging, networking, search, data extraction and outreach. Standard actions cover connection requests, messages, profile visits, post reactions, comments, and people, company and job search. Sales Navigator actions are gated to the Plus tier. Actions combine in multi-step workflows with conditional logic up to five levels deep, and signed webhooks can push workflow and inbox events to a team's own endpoint.

For AI agents, Linked API publishes a remote MCP server with setup guides for Claude, Claude Code, ChatGPT, Codex, Cursor, VS Code and Windsurf. It is a server only and does not act as an MCP client. Agent Skills are pre-built workflows that run inside AI coding agents. The LinkedIn Growth skill imports leads, qualifies them against an ideal customer profile, sends invitations on a scheduled cadence, tracks acceptances and withdraws stale requests without per-action approval.

Pricing is per seat in USD, where one seat equals one LinkedIn account, and both tiers are published and self-serve. Core is $70 per seat per month billed annually, or $99 month to month. Plus is $105 per seat per month billed annually, or $149 month to month, and adds Sales Navigator actions. Both tiers include unlimited workflow execution, API and SDK access, CLI, MCP and Skills access, and the n8n and Make integrations. Some of the vendor's own comparison pages and its structured pricing data still show the earlier Core rate of $49 billed annually, so the pricing page is the figure to rely on. A 7-day free trial is available on both tiers, and it is a trial rather than a free plan. Invoicing is available on annual plans with five or more seats, and volume discounts and custom plans are handled by contacting the vendor through the platform.

What the entry price does not buy is Sales Navigator access, which requires Plus. Seats are counted per LinkedIn account, so a team automating three accounts needs three seats, and the cost scales linearly rather than by usage. There is no usage cap on workflow execution on either tier.

The safety page documents the account-protection design in detail. Each LinkedIn account runs in an isolated cloud browser that renders pages and executes JavaScript rather than using headless emulation or an HTTP scraper. Fingerprint matching covers operating system, browser version, screen resolution, language and timezone, and a stable residential IP from the user's own region is maintained. Timing, mouse movement and typing patterns are randomized to resemble manual use, and daily, weekly and monthly caps are configurable per action type.

Linked API is not the right fit for teams wanting a full outreach suite with built-in email sequences and multi-channel campaigns. Instantly.ai (from $37.60/mo billed annually) and lemlist (from $55/mo billed annually) provide cold outreach platforms with email warmup and inbox rotation. Apollo.io (free tier, paid from $49/mo billed annually) is a broader B2B data and engagement platform. The vendor publishes comparisons against PhantomBuster, Unipile, Dripify and Expandi, none of which we currently index. Teams that only want an AI agent to drive LinkedIn over MCP, rather than an API, SDK and CLI alongside it, can look at SalesTouch.

Current state Q4 2026: Linked API's changelog records additions most weeks, including signed webhooks with event selection, connection-degree search filters, viewer state on search results and skill endorsements in October 2026. There is still no independent review corpus. The G2 profile, under Other Marketing Software, carries zero reviews and is not claimed, and a Capterra listing also carries zero reviews. The vendor publishes no third-party security certification such as SOC 2 or ISO 27001, and its privacy policy, updated October 23, 2026, commits to handling personal data in line with the GDPR and CCPA.

Pricing

subscription · $70/mo annual

View pricing ↗

Segment

Business

Setup

moderate

Verified

Oct 28, 2026

Transparency

Mostly Public

Contract

Monthly or Annual

Data training

Not Disclosed

Human in loop

Optional

Linked API pricing

Linked API pricing starts at $70/mo billed annually. Monthly and annual billing are both offered. Checked against the vendor's own pages on Oct 28, 2026.

Linked API features

Lead generationOutbound automationCRM syncPersonalizationNo code

Linked API pros and limitations

Editorial assessment

Pros

  • ✓Publishes a remote MCP server with setup guides for Claude, Claude Code, ChatGPT, Codex, Cursor, VS Code and Windsurf, letting an AI agent run 50+ LinkedIn actions on the user's own account.
  • ✓Dedicated cloud browser per account rather than shared infrastructure or HTTP scraping, with fingerprint matching, a stable residential IP from the user region, and daily, weekly and monthly caps configurable per action type.
  • ✓Both tiers are publicly priced and self-serve with unlimited workflow execution, documented n8n and Make integrations, signed webhooks, and conditional logic up to five levels deep.

Limitations

  • –No independent review corpus: the G2 and Capterra profiles both carry zero reviews, so reliability and support quality are hard to assess before paying.
  • –We could find no statement from Linked API about LinkedIn's own position on automated access. The safety page documents detection avoidance in detail, including fingerprint matching and a residential IP, but does not address whether this use complies with LinkedIn's User Agreement, so buyers carrying account risk should confirm that independently.
  • –Sales Navigator actions are gated to the Plus tier at $105 per seat per month billed annually, and seats are counted per LinkedIn account, so automating three accounts costs three seats and spend scales linearly rather than by usage.

Linked API technical details

Deployment
apiclicloud
Avg setup timeUnder 1 hour (sign up, connect LinkedIn account via cloud browser, install CLI or configure MCP server, run first workflow)
Autonomous rateAgent Skills execute LinkedIn workflows autonomously once configured: the LinkedIn Growth skill imports leads, qualifies against ICP criteria, sends connection requests on a safe schedule, tracks acceptances, and withdraws stale pending requests without per-action approval.
Integrations
SlackHubSpotZapierPipedriveZoho CRMn8nMakeGreenhouseWorkdayMarketoClaudeClaude CodeChatGPTCodexCursorVS CodeWindsurf
Security
GDPRCCPA

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MCP Server VerifiedListed 2026
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