# cloro

Enables agents to query conversational AI engines and Google Search with country or state-level targeting.

- MCP server · `type=mcp` · Claude Code, Codex, Cursor, GitHub Copilot, Windsurf (Devin Desktop), Cline, Zed, Gemini CLI
- Author: cloro-dev
- License: MIT · policy=link-only · description only; the file stays with the author
- Source: https://github.com/cloro-dev/mcp-server
- Updated: 2026-10-15
- HTML: https://affpapa.org/en/nevibecode/mcp/cloro

## What it does

This server exposes endpoints to retrieve search and assistant answers via `api.cloro.dev`. Supported targets include ChatGPT, Perplexity, Gemini, Copilot, Google Search, and Google AI Mode. Your agent inspects both the parsed response and the cited reference links directly in context.

Assistant queries accept an ISO country code and an optional US state parameter. Google tools take language parameters or a full search URL. Grok calls fail with error code `400` because grok.com blocks visitors without an active login.

Running scrapes consumes account credits according to cloro API pricing, while directory lookups cost nothing. You can connect to the hosted URL at `mcp.cloro.dev` or run the process locally via stdio with Node.js. Sync requests have a hard timeout of 320 seconds.

## Requirements
- Remote server: `https://mcp.cloro.dev/mcp`

## Install

### Claude Code (native platform)

**Platform CLI: remote server**
```bash
claude mcp add --transport http cloro https://mcp.cloro.dev/mcp
```

### Codex

**Platform CLI: remote server**
```bash
codex mcp add cloro --url https://mcp.cloro.dev/mcp
```

### Cursor

**Config file**
File `.cursor/mcp.json`:
```json
{
    "mcpServers": {
        "cloro": {
            "url": "https://mcp.cloro.dev/mcp"
        }
    }
}
```

### GitHub Copilot

**Config file**
File `.vscode/mcp.json`:
```json
{
    "servers": {
        "cloro": {
            "type": "http",
            "url": "https://mcp.cloro.dev/mcp"
        }
    }
}
```

### Gemini CLI

**Platform CLI: remote server**
```bash
gemini mcp add -t http cloro https://mcp.cloro.dev/mcp
```

## When to use it
- Check brand recommendations inside ChatGPT and Perplexity answers
- Fetch localized Google Search rankings for specific countries
- Inspect citations and links inside Google AI Mode outputs
- Track regional mentions across Google News

## Example prompts
- Ask ChatGPT who is recommended for SERP APIs in the US and list the cited sources.
- Run a Google Search query for cloud monitoring tools with gl set to de.
- Query Perplexity about database migration tools and extract all referenced domains.

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NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md
