Mencoro MCP server

Mencoro MCP server

Ask an AI assistant how your brand is doing in AI answers — rank, mentions, sentiment and Share of Voice — in plain language.

Mencoro tracks how brands surface in AI answer engines — ChatGPT, Perplexity, Google AI Overview and AI Mode — and in Google Search and Shopping. The MCP server exposes that data to any MCP client as 17 read-only tools and 12 prompts.

The server is hosted. Most clients should connect to it directly:

https://api.mencoro.com/mcp

This repository holds the public metadata for that server plus a small stdio bridge (@mencoro/mcp) for hosts that can only launch a local process. It does not contain the Mencoro application source.

Connect

Clients that speak remote MCP (recommended)

No install, no local process. Sign in with OAuth, or paste a personal access token as a header.

Clients that can only spawn a local process

Claude Desktop's manual configuration, and older stdio-only hosts, need a bridge. That is what this package is:

npx -y @mencoro/mcp

// claude_desktop_config.json
{
  "mcpServers": {
    "mencoro": {
      "command": "npx",
      "args": ["-y", "@mencoro/mcp"],
      "env": { "MENCORO_API_KEY": "mcp_pat_your_token" }
    }
  }
}

The token goes through the environment rather than an argument, so it does not appear in ps output and does not have to survive the host's argument splitting.

Authentication

Two ways in. Both give the same read-only access.

Shortened. The full README is on GitHub.