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MCP server · AI

Linked-API/linkedapi-mcp

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

69Good

Scored 3 hours ago · breakdown

About Linked-API/linkedapi-mcp

Linked-API/linkedapi-mcp is an MCP server published by Linked-API in the AI category: mCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

The repository has 70 stars and 7 forks, with the last commit yesterday. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Linked-API/linkedapi-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Ask AI

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Security checks

Static checks derived from the repository 3 hours ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v1.0.0v1.0.0 · 10 Apr 2026Full Changelog**: https://github.com/Linked-API/linkedapi-mcp/compare/v0.3.6...v1.0.0
v0.3.6v0.3.6 · 12 Dec 2025Full Changelog**: https://github.com/Linked-API/linkedapi-mcp/compare/v0.3.4...v0.3.6
v0.3.4v0.3.4 · 31 Oct 2025Full Changelog**: https://github.com/Linked-API/linkedapi-mcp/compare/v0.3.2...v0.3.4
v0.3.2v0.3.2 · 29 Sep 2025What's Changed Fix for OpenAI agent Better docker build by @KirillSergeevich in https://github.com/Linked-API/linkedapi-mcp/pull/3 chore: better logging, client detection for proper timeout handling by @KirillSergeevich in…
v0.3.1v0.3.1 · 3 Sep 2025

README

Linked API MCP server connects your LinkedIn account to AI assistants like Claude, Cursor, and VS Code. Ask them to search for leads, send messages, analyze profiles, and much more – they'll handle it through our cloud browser, safely and automatically.

Use cases

  • Sales automation assistant. Ask your AI to find leads, check their profiles, and draft personalized outreach. It can search for "software engineers at companies with 50-200 employees in San Francisco", analyze their backgrounds, and suggest connection messages that actually make sense.
  • Recruitment assistant. Let your assistant search for candidates with specific skills, review their experience, and send initial outreach. It handles the time-consuming parts while you focus on actually talking to people.
  • Conversation assistant. Your AI can read your existing LinkedIn conversations and help you respond naturally. It understands the context of your chats, suggests relevant replies, and can even send follow-up messages.
  • Market research assistant. Need competitor analysis? Your assistant can gather data about companies, their employees, and recent activities. Get insights about industry trends without spending hours on LinkedIn.

Get started

To start using Linked API MCP, spend 2 minutes reading these essential guides:

  1. Installation – set up MCP in Claude, Cursor, VS Code, or Windsurf.
  2. Available tools – explore all the LinkedIn tools your assistant can call.
  3. Usage examples – see real-world examples to get you started quickly.

Long-running actions

Linked API actions run through a cloud browser and are queued like normal automation. Many actions take several minutes, especially searches and profile fetches with optional data.

If a tool returns status, workflowId, operationName, and message, the action is still running. Do not retry the original tool because that can queue duplicate work. Call get_workflow_result with the exact workflowId and operationName until the final result is returned. By default get_workflow_result long-polls until the workflow completes or the current MCP client's request budget elapses; pass waitSeconds: 0 for an immediate single-shot snapshot.

License

This project is licensed under the MIT – see the LICENSE file for details.

README fetched from the repository 3 hours ago. The original is authoritative.

Questions

About Linked-API/linkedapi-mcp

How do I install Linked-API/linkedapi-mcp?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Linked-API/linkedapi-mcp safe to use with an AI agent?

Its trust score is 69 out of 100 (good). It passes 4 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Linked-API/linkedapi-mcp still maintained?

Yes — the last commit was yesterday. The repository has 70 stars and 7 forks.