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2ndhop · LinkedIn connections for your AI agent

4.2· 5 reviews
Average ratingGreat
4.2/ 5

Based on 5 reviews

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Sarah Jenkins
Reviews 1

This is exactly what AI agents need! Having access to a shared network makes finding warm paths so much easier than just browsing blindly. The integration with Claude looks seamless and the concept is brilliant.

David Miller
Reviews 1

The concept of giving AI agents access to your shared LinkedIn network is genuinely useful for outreach. The workflow of exporting connections and connecting via MCP seems straightforward. However, from the information available, it is not entirely clear whether the pricing scales with the number of connections or friends added. I would appreciate more details on the subscription tiers before committing, though the functionality looks promising for enterprise use.

Elena Rostova
Reviews 1

From the information available, 2ndhop positions itself as a bridge between personal networks and AI agents, which is a specific and somewhat niche use case. The concept of exporting connections to create a shared graph is intriguing. However, the reliance on Mac storage and the specific requirement to use tools like Claude or Codex via MCP might limit its appeal for broader enterprise teams who already have established CRM workflows. It feels like a solution looking for a problem, or perhaps a problem that only a few very specific teams have. The pricing structure is not clearly detailed on the page, only a free trial is mentioned, which creates a slight ambiguity for budget planning. Still, the idea of mapping warm paths through friends' connections is undeniably useful for sales teams trying to scale outreach without the brittleness of screen scraping. It is a neat trick, but I wonder if it will become a standard utility or remain a specialized toy for AI enthusiasts.

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About 2ndhop · LinkedIn connections for your AI agent

2ndhop is a macOS application that imports exported LinkedIn connection data from a user and their friends, organizing them into a shared network indexed by person and account. It connects to AI agents such as Claude and Codex via a local MCP endpoint, giving those agents structured access to the imported connections rather than relying on browser automation or screenshots. Users can ask their agent to research companies matching their ideal customer profile, and the agent then queries 2ndhop to identify people within the shared network who work at those companies, mapping potential warm introduction paths. The product is available via download for Apple silicon and offers a free trial.

Website
2ndhop.com