Reachmcp

Reachmcp is a tool that connects your real LinkedIn account to AI assistants like Claude, ChatGPT, and Gemini. Instead of manually scrolling through LinkedIn to find leads, you tell your AI what you need — for example, "Who reacted to my last five posts?" — and it reads your account, finds the people, and drafts personalized messages. Nothing gets sent without your approval; the AI shows you a numbered preview first.

How it works: you install the Reachmcp Chrome extension to link your LinkedIn session, then add a single connector URL to your preferred AI client. Six pre-built playbooks appear as suggestions — covering post reactions, profile viewers, cold conversations, Sales Navigator searches, comment replies, and a weekly review. Each playbook that writes messages asks you to approve each one by number. The system respects LinkedIn's daily limits and uses a rotating proxy to keep your account safe. For power users, Reachmcp also works with automation platforms like n8n and Make, and supports multi-account management for agencies.

Who benefits most? Sales teams who want to turn LinkedIn engagement into conversations. Recruiters managing pipelines through Recruiter Light. Content creators who need to reply to every comment without spending hours. The tool is straightforward: connect, prompt, approve, and let the AI handle the repetitive parts of LinkedIn networking.