Skip to main content
Glama
README.md
# AdMob MCP Server

[![npm version](https://img.shields.io/npm/v/admob-mcp-server)](https://www.npmjs.com/package/admob-mcp-server)
[![CI](https://github.com/ParkSangGwon/admob-mcp-server/actions/workflows/ci.yml/badge.svg)](https://github.com/ParkSangGwon/admob-mcp-server/actions/workflows/ci.yml)
[![license](https://img.shields.io/npm/l/admob-mcp-server)](LICENSE)

**English** | [한국어](README.ko.md)

Ask your AI assistant about your AdMob apps and earnings — in plain language:

> - "How much did my apps earn in the last 7 days, broken down by country?"
> - "Which mediation ad source had the best eCPM this month?"
> - "Compare the RPM of my banner vs. rewarded ad units."
> - "List my apps and their ad units."

![Asking Claude Code for the last 7 days of per-app AdMob revenue](https://raw.githubusercontent.com/ParkSangGwon/admob-mcp-server/main/docs/demo-en.png)

This is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for the [Google AdMob API](https://developers.google.com/admob/api).\
It works with Claude Code, Claude Desktop, Cursor, Gemini CLI, and any other MCP-capable AI client.

## Architecture

```mermaid
flowchart LR
    C["MCP client<br/>Claude Code · Claude Desktop · Cursor · Gemini CLI"]

    subgraph S["admob-mcp-server — runs on your machine"]
        direction TB
        T["9 read-only tools in 5 toolsets<br/>accounts · apps · adunits · reports · mediation<br/>(filtered by --toolsets)"]
        A["Credential resolver<br/>env vars → token.json → gcloud ADC"]
        R["Report flattener<br/>chunk stream → rows · micros → currency"]
    end

    G["Google AdMob API<br/>v1beta"]

    C <-->|"MCP over stdio"| T
    T --> A
    A <-->|"OAuth 2.0 / HTTPS"| G
    G -.->|"report chunks"| R
    R -.-> T
```

Credentials and revenue data travel only between your machine and Google — there is no third-party server in between.

## Features

- **Everything the AdMob API opens to normal accounts** — 9 tools across accounts, apps, ad units, reports, and mediation ([why there are no write tools](#why-there-are-no-write-tools))
- **Reports made readable** — streaming report responses are flattened into simple row tables, and monetary values (micros) are converted to real currency units
- **Read-only by design** — the sign-in requests read scopes only, so the server cannot change anything in your AdMob account
- **Toolsets** — enable only the tool groups you need, e.g. `--toolsets reports,accounts`
- **Three authentication options** — one-command browser sign-in (`npx admob-mcp-server auth`), environment-variable refresh token, or gcloud Application Default Credentials
- **Built-in analysis prompts** and report-spec reference resources

## Setup at a glance

One-time setup, roughly 10 minutes:

| Step                                                         | What you do                                                       | Where    |
| ------------------------------------------------------------ | ----------------------------------------------------------------- | -------- |
| [1. Google Cloud setup](#part-1--google-cloud-setup)         | Register a personal "app" so Google lets you access your own data | browser  |
| [2. Sign in](#part-2--sign-in)                               | Run one command and log in with Google                            | terminal |
| [3. Connect your AI client](#part-3--connect-your-ai-client) | Add one config entry and restart the client                       | terminal |

### Requirements

- **Node.js 18 or newer** — check with `node --version`; if missing, install from [nodejs.org](https://nodejs.org)
- An [AdMob](https://admob.google.com) account and the Google account that owns it

## Setup

### Part 1 — Google Cloud setup

Why is this needed?\
The AdMob API has no simple API keys — Google requires every program that accesses your data to be registered as an "OAuth app".\
Here you register a personal one that only you will use.\
It's free and needs no billing setup.

1. **Create (or select) a Google Cloud project**: [console.cloud.google.com/projectcreate](https://console.cloud.google.com/projectcreate) — any name works; reusing an existing project is fine too.
2. **Enable the AdMob API**: [console.cloud.google.com/apis/library/admob.googleapis.com](https://console.cloud.google.com/apis/library/admob.googleapis.com) → check that your project is selected in the top bar → **Enable**.
3. **Configure the OAuth consent screen**: [console.cloud.google.com/auth/overview](https://console.cloud.google.com/auth/overview) — the first visit opens a short wizard:
   - App name: anything (e.g. `admob-mcp`), and your email as the support/contact email
   - Audience: **External**
   - Finish the wizard — you do **not** need to submit the app for Google's verification
   - Then go to **Audience → Test users → Add users** and add **the Google account that owns your AdMob account**
4. **Create an OAuth client**: [console.cloud.google.com/apis/credentials](https://console.cloud.google.com/apis/credentials) → **Create credentials → OAuth client ID**
   - Application type: **Desktop app**
   - After creating it, click **Download JSON** — you'll use this file in Part 2

> [!WARNING]
> While the consent screen is in **Testing** mode, Google expires sign-ins after **7 days**, so you'll need to re-run the sign-in weekly.\
> To stop that, publish the app (**Audience → Publish app**).\
> Publishing for your own use doesn't require Google's verification — you'll just see an "unverified app" warning during sign-in, which is expected.

### Part 2 — Sign in

Move the JSON file you downloaded to where the server looks for it, then run the sign-in command:

```bash
mkdir -p ~/.admob-mcp
mv ~/Downloads/client_secret_*.json ~/.admob-mcp/oauth_client.json

npx admob-mcp-server auth
```

(On Windows, move the file to `C:\Users\<you>\.admob-mcp\oauth_client.json` in Explorer, then run the `npx` command.)

Your browser opens.\
Pick **the Google account that owns your AdMob account** and allow access.\
If you see a **"Google hasn't verified this app"** warning, that's your own app from Part 1 — click "Continue".\
When the terminal prints `Setup complete`, your sign-in is saved to `~/.admob-mcp/token.json` and reused from then on.

The sign-in requests the `admob.readonly` and `admob.report` scopes — read access only.

What the `auth` command does:

```mermaid
sequenceDiagram
    autonumber
    participant T as Terminal
    participant S as admob-mcp-server
    participant B as Browser
    participant G as Google

    T->>S: npx admob-mcp-server auth
    S->>S: read ~/.admob-mcp/oauth_client.json
    S->>B: open consent URL (loopback redirect, random port)
    B->>G: sign in & allow scopes
    G-->>S: authorization code → refresh token
    S->>S: save ~/.admob-mcp/token.json (reused for every later call)
```

<details>
<summary><b>Advanced: environment variables (headless / CI)</b></summary>

If you already have a refresh token, no files are needed:

```bash
export GOOGLE_CLIENT_ID="....apps.googleusercontent.com"
export GOOGLE_CLIENT_SECRET="..."
export GOOGLE_REFRESH_TOKEN="..."
```

</details>

<details>
<summary><b>Advanced: gcloud Application Default Credentials</b></summary>

The same pattern Google's official Analytics/Ads MCP servers use:

```bash
gcloud auth application-default login \
  --scopes=https://www.googleapis.com/auth/admob.readonly,https://www.googleapis.com/auth/admob.report,https://www.googleapis.com/auth/cloud-platform \
  --client-id-file=path/to/oauth_client.json
```

</details>

Credential resolution order: **environment variables → `token.json` (from `auth`) → ADC**.

### Part 3 — Connect your AI client

Pick your client below.\
MCP servers are loaded when the client starts, so **restart the client** after adding the config.

**Claude Code**

```bash
claude mcp add admob -- npx -y admob-mcp-server
```

Verify with `claude mcp list` — you should see `admob: ... - ✔ Connected`.

**Claude Desktop** — open **Settings → Developer → Edit Config**, which opens `claude_desktop_config.json` (macOS: `~/Library/Application Support/Claude/`, Windows: `%APPDATA%\Claude\`), and add:

```json
{
  "mcpServers": {
    "admob": {
      "command": "npx",
      "args": ["-y", "admob-mcp-server"]
    }
  }
}
```

Restart the app; the admob tools appear in the tools menu of the chat input.

**Cursor** — add the same `mcpServers` block to `~/.cursor/mcp.json`, then check **Settings → MCP** shows admob as enabled.

**Gemini CLI** — add the same `mcpServers` block to `~/.gemini/settings.json`, then check with `/mcp` inside the CLI.

> [!TIP]
> If you used the environment-variable sign-in, pass the variables through your client's `env` block (Claude Code: repeat `--env KEY=value` before `--`; JSON configs: add an `"env": { ... }` object next to `"args"`).

## Try it

You don't call tools yourself — just ask in plain language and the assistant picks the right tools.\
Some starters:

- _"What did my apps earn last week?"_
- _"Break down this month's revenue by country and app."_
- _"Which ad format had the highest RPM in the last 30 days?"_
- _"How is my mediation doing? Compare ad sources by observed eCPM."_
- _"List my apps and their ad units."_

Most clients ask for your permission before each tool call, so nothing runs without your approval.

## Configuration

All configuration is optional — the defaults work for a single AdMob account.

### Environment variables

| Variable                  | Description                                                                                     | Default                               |
| ------------------------- | ----------------------------------------------------------------------------------------------- | ------------------------------------- |
| `ADMOB_ACCOUNT`           | Publisher ID (`pub-XXXXXXXXXXXXXXXX`). Only needed when your login can access multiple accounts | auto-discovered                       |
| `ADMOB_TOOLSETS`          | Comma-separated toolsets to enable                                                              | all                                   |
| `ADMOB_CREDENTIALS_DIR`   | Directory for `oauth_client.json` / `token.json`                                                | `~/.admob-mcp`                        |
| `ADMOB_OAUTH_CLIENT_FILE` | Path to the OAuth client JSON used by `auth`                                                    | `<credentials dir>/oauth_client.json` |
| `GOOGLE_CLIENT_ID`        | OAuth client ID (env sign-in; also used by `auth` instead of the JSON file)                     | —                                     |
| `GOOGLE_CLIENT_SECRET`    | OAuth client secret (env sign-in)                                                               | —                                     |
| `GOOGLE_REFRESH_TOKEN`    | OAuth refresh token (env sign-in)                                                               | —                                     |

### CLI flags

| Flag                   | Description                                              |
| ---------------------- | -------------------------------------------------------- |
| `--toolsets <names>`   | Same as `ADMOB_TOOLSETS`, e.g. `--toolsets reports,apps` |
| `--account <pub-id>`   | Same as `ADMOB_ACCOUNT`                                  |
| `--client-file <path>` | Same as `ADMOB_OAUTH_CLIENT_FILE` (for `auth`)           |

CLI flags take precedence over environment variables.\
Flags go after the command in your client config, e.g. `npx -y admob-mcp-server --toolsets reports`.

## Tools

A "tool" is a function the AI assistant can call on your behalf.\
Tools are grouped into five toolsets; all are enabled by default:

| Toolset     | Tools                                                                              |
| ----------- | ---------------------------------------------------------------------------------- |
| `accounts`  | `list_accounts`, `get_account`                                                     |
| `apps`      | `list_apps`                                                                        |
| `adunits`   | `list_ad_units`                                                                    |
| `reports`   | `generate_network_report`, `generate_mediation_report`, `generate_campaign_report` |
| `mediation` | `list_ad_sources`, `list_adapters`                                                 |

All tools are read-only and require the `admob.readonly` / `admob.report` scopes.

### Why there are no write tools

The AdMob API does expose write methods (`adUnits.create`, `apps.create`, the whole `mediationGroups` resource), but Google marks each of them **limited access**:

> This method has limited access. If you see a 403 permission denied error, please reach out to your account manager for access.

A normal publisher account gets `PERMISSION_DENIED` from all of them even with a valid `admob.monetization` token — and the same wall blocks `mediationGroups.list` and `adUnitMappings.list`, which are reads. Since these tools cannot work without an allowlisted account, they are not shipped: an assistant that sees them will try them and fail. Create ad units and mediation groups in the [AdMob console](https://apps.admob.com) instead.

### accounts

| Tool            | Description                                                                |
| --------------- | -------------------------------------------------------------------------- |
| `list_accounts` | List accessible publisher accounts — use to find your `pub-...` ID         |
| `get_account`   | Get account details: publisher ID, reporting currency, reporting time zone |

### apps

| Tool        | Description                                                                |
| ----------- | -------------------------------------------------------------------------- |
| `list_apps` | List registered apps with app ID, platform, store link, and approval state |

### adunits

| Tool            | Description                                            |
| --------------- | ------------------------------------------------------ |
| `list_ad_units` | List ad units with their IDs, formats, and owning apps |

### reports

All report tools take `startDate` / `endDate` (`YYYY-MM-DD`), `metrics`, and optional `dimensions`, `dimensionFilters`, `sortConditions`, `maxReportRows` (default 1000), `currencyCode`.\
Responses are flat tables; monetary metrics are converted from micros to currency units.

| Tool                        | Description                                                                                          |
| --------------------------- | ---------------------------------------------------------------------------------------------------- |
| `generate_network_report`   | AdMob Network performance: earnings, impressions, clicks, match rate, RPM, ...                       |
| `generate_mediation_report` | Mediation performance across ad sources: earnings, observed eCPM per `AD_SOURCE` / `MEDIATION_GROUP` |
| `generate_campaign_report`  | Cross-promotion campaign stats (last 30 days only): impressions, clicks, installs, cost              |

Valid dimensions/metrics per report are exposed as MCP resources (reference documents the assistant can read): `admob://reference/network-report-spec`, `mediation-report-spec`, `campaign-report-spec`.

### mediation

| Tool              | Description                                                      |
| ----------------- | ---------------------------------------------------------------- |
| `list_ad_sources` | List available mediation ad sources (ad networks) and their IDs  |
| `list_adapters`   | List adapters of an ad source, incl. required configuration keys |

Mediation groups and ad unit mappings are not covered — see [Why there are no write tools](#why-there-are-no-write-tools).

## Prompts

Prompts are ready-made analysis requests.\
Your client surfaces them as slash commands or a prompt picker (e.g. `/top_performing_apps` in Claude Code).\
All take an optional `days` argument:

| Prompt                | What it does                                               |
| --------------------- | ---------------------------------------------------------- |
| `top_performing_apps` | Ranks your apps by revenue with RPM and match-rate context |
| `revenue_summary`     | Daily revenue trend with anomaly call-outs                 |
| `compare_ad_formats`  | Compares earnings and efficiency across ad formats         |

## Security & privacy

- The server runs entirely on your computer.\
  Your data flows only between your machine and Google's API — never through any third-party server.
- Two files are stored locally, both readable only by your user account: `~/.admob-mcp/oauth_client.json` (your OAuth app) and `~/.admob-mcp/token.json` (your sign-in).
- **To sign out**: delete `~/.admob-mcp/token.json`, and optionally revoke the app's access at [myaccount.google.com/permissions](https://myaccount.google.com/permissions).
- Nothing can be modified: the sign-in requests read scopes only, and every tool is a read.

## Troubleshooting

### Install & connection

#### `command not found: npx` / `spawn npx ENOENT`

- **Cause**: Node.js is not installed, or your client can't find it.
- **Fix**: install Node 18+ from [nodejs.org](https://nodejs.org), then restart the client.

#### The server doesn't appear in the client

- **Cause**: MCP servers load at client startup, or the server fails to start.
- **Fix**: restart the client first.\
  Then check its MCP status (Claude Code: `claude mcp list`, Gemini CLI: `/mcp`), and make sure `npx -y admob-mcp-server` runs in a terminal without errors.

### Sign-in & auth

#### "No usable Google credentials found"

- **Cause**: sign-in hasn't been set up yet.
- **Fix**: follow [Part 2 — Sign in](#part-2--sign-in).

#### `invalid_grant` / "token has been expired or revoked"

- **Cause**: your sign-in expired.\
  With a consent screen in **Testing** mode this happens every 7 days.
- **Fix**: re-run `npx admob-mcp-server auth`.\
  To stop it recurring, publish the app (**Audience → Publish app**).

#### `access_denied` during browser sign-in

- **Cause**: the Google account you picked is not a test user of the consent screen.
- **Fix**: add it under **Audience → Test users**, or publish the app.

#### "The publisher could not be authenticated"

- **Cause**: the Google account you signed in with has no active AdMob account.
- **Fix**: re-run `npx admob-mcp-server auth` and pick the account that owns your AdMob account in the account chooser.

### API errors

#### 403 `PERMISSION_DENIED`

- **Cause**: the AdMob API isn't enabled, the wrong Google account is signed in, or the token predates a scope change.
- **Fix**: check the following:
  1. The [AdMob API is enabled](https://console.cloud.google.com/apis/library/admob.googleapis.com) in the same project as your OAuth client
  2. You signed in with the account that owns the AdMob account
  3. Your token covers `admob.readonly` and `admob.report` — re-run `npx admob-mcp-server auth` to refresh it

#### 429 `RESOURCE_EXHAUSTED`

- **Cause**: AdMob API quota hit ([usage limits](https://developers.google.com/admob/api/limits)).
- **Fix**: retry later, or reduce the request — narrower date range, fewer dimensions.

#### "Multiple AdMob accounts found"

- **Cause**: your Google login can access several publisher accounts.
- **Fix**: set `ADMOB_ACCOUNT=pub-...` (find IDs with `list_accounts`).

## Development

```bash
git clone https://github.com/ParkSangGwon/admob-mcp-server.git
cd admob-mcp-server
npm install
npm test
npm run build

# debug with the MCP Inspector
npm run inspect
```

To run a local build in a client, point it at the built entry instead of npx: `node /path/to/admob-mcp-server/dist/index.js`.

Releases: pushing a `v*` tag runs CI and publishes to npm with provenance (see `.github/workflows/release.yml`).

## Contributing

Issues and pull requests are welcome.\
For larger changes, please open an issue first to discuss the direction.\
Make sure `npm run lint`, `npm run format:check`, and `npm test` pass.

## License

[MIT](LICENSE)

TDQS

A4.1/5.0

Scored across 18 tools

Disambiguation5/5

Each tool targets a distinct resource and action, with clear scope across accounts, apps, ad units, reports, and mediation. The three report generators are clearly differentiated by report type, and the mediation-related listing tools are distinguished by entity (ad sources vs adapters vs mediation groups vs mappings).

Naming Consistency5/5

All tools follow a consistent snake_case verb_noun pattern (e.g., list_accounts, create_app, generate_network_report, update_mediation_group, stop_mediation_ab_experiment). No mixed conventions or vague verbs exist.

Tool Count4/5

At 18 tools, the set is slightly above the typical well-scoped range of 3-15 but remains coherent for a domain as broad as AdMob, covering account, app, ad unit, reporting, and mediation configuration. Each tool is relevant and none feels redundant.

Completeness3/5

The surface covers core account/app/ad unit listing and creation, three report types, and mediation configuration. However, there are no update or delete operations for apps, ad units, or ad unit mappings, and no delete for mediation groups, leaving notable lifecycle gaps.

Maintenance

ActivitySlowing
ResponsivenessNo issues