Click MCP

Click MCP is a Model Context Protocol (MCP) server that gives AI agents access to live, structured data from platforms that standard web search cannot reach. Backed by Y Combinator and the NVIDIA Inception Program, it connects agents to sources like LinkedIn profiles and reactions, YouTube transcripts, Reddit threads, Google Maps reviews, live flight fares, financial filings, and more.

What It Is

Click MCP sits between an AI agent (such as Claude or OpenAI Codex/ChatGPT) and the real-time web, acting as a single MCP installation that unlocks a growing library of platform connectors. Instead of returning raw search results, it retrieves structured, actionable context—LinkedIn post reactions, YouTube video transcripts, SEC 10-K filings, live flight pricing—so agents can complete complex, multi-step tasks with richer information than a search engine alone provides.

Supported Data Sources

The platform currently connects to a broad set of consumer and professional platforms:

• Social & professional: LinkedIn, X (Twitter), Facebook, Instagram, TikTok, Reddit
• Video: YouTube (including full transcripts)
• Advertising: Meta Ads
• Local & travel: Google Maps, Flights & Hotels, Zillow
• Financial: Public company financials and earnings reports

The homepage notes that more connectors are coming soon.

How It Works in Practice

Click MCP is designed for multi-step agentic workflows. Example use cases shown on the homepage include:

• Sales meeting prep: Reviewing attendee LinkedIn profiles, posts, and reactions; reading YouTube interview transcripts; and pulling declining KPIs from a recent 10-K filing—all to produce a meeting brief.
• Conference travel planning: Evaluating hundreds of flight options for a group, reading hotel reviews on Google Maps, and surfacing Reddit-sourced activity ideas.
• Influencer discovery: Scanning X for robotics demos with 100K+ reach, finding YouTube creators with 1M+ followers, and locating work emails via LinkedIn.
• Cold email outreach: Combining LinkedIn company lists, X post history, flight/hotel comparisons, and earnings reports to produce personalized outreach at scale.

Agent Compatibility and Setup

Click MCP works with Claude and Codex/ChatGPT. The product is designed for a single installation that automatically makes all current and future connectors available to the agent—no per-connector setup required. New connectors are added automatically as they become available.

Adoption Signal

The project is backed by Y Combinator and is part of the NVIDIA Inception Program, two signals of early institutional support for the product's direction in the agentic AI infrastructure space.