Skip to main content

Read-only MCP server for Google Ads entities and reporting.

Project description

flin-google-ads-mcp

Read-only MCP server for Google Ads, built for simple public use via uvx.

Why this server

  • Read-only by design
  • No create/update/delete campaign operations
  • Refresh token can be generated and stored through MCP auth tools
  • Easy local testing with MCP Inspector

Exposed MCP tools

  • health_check
  • list_accessible_customers
  • get_customer_clients
  • find_customer_clients
  • get_campaigns
  • get_ad_groups
  • get_ads
  • get_insights
  • get_keywords
  • get_search_terms
  • auth_status
  • get_auth_url
  • save_refresh_token_from_code
  • clear_auth_token

get_ads includes RSA content fields (headlines/descriptions/paths/final URLs) when available.

get_insights supports:

  • campaign
  • ad_group
  • ad
  • customer (account-level metrics)
  • account (alias of customer)

get_search_terms is backed by search_term_view, so it returns actual user search terms rather than configured keywords.

Conversion action filters

get_insights, get_keywords, and get_search_terms support optional conversion-action filters:

  • conversion_action_id
  • conversion_action_name

Rules:

  • pass at most one of the two parameters
  • conversion_action_id must be a Google Ads resource name such as customers/1234567890/conversionActions/555
  • conversion_action_name matches segments.conversion_action_name

If neither parameter is passed, metrics stay aggregated across all conversion actions as before.

Requirements

  1. Python 3.10+
  2. Node.js v25.8.1+ (only for MCP Inspector testing)
  3. Google Ads API credentials:
  • GOOGLE_ADS_DEVELOPER_TOKEN
  • GOOGLE_ADS_CLIENT_ID
  • GOOGLE_ADS_CLIENT_SECRET

Optional:

  • GOOGLE_ADS_REFRESH_TOKEN (backwards-compatible override; normally generated with MCP auth tools)
  • GOOGLE_ADS_AUTH_FILE (defaults to ~/.config/flin-google-ads-mcp/auth.json)
  • GOOGLE_ADS_OAUTH_REDIRECT_URI (defaults to http://127.0.0.1:8080/)
  • GOOGLE_ADS_LOGIN_CUSTOMER_ID
  • GOOGLE_ADS_CUSTOMER_ID (default customer if no customer_id argument is passed)
  • GOOGLE_ADS_USE_PROTO_PLUS (true by default)

For MCC flows, you can also pass login_customer_id directly per tool call.

Auth flow

The MCP client config no longer needs GOOGLE_ADS_REFRESH_TOKEN.

  1. Configure GOOGLE_ADS_DEVELOPER_TOKEN, GOOGLE_ADS_CLIENT_ID, and GOOGLE_ADS_CLIENT_SECRET.
  2. Run auth_status.
  3. If it reports missing_refresh_token, run get_auth_url.
  4. Open the returned Google URL, sign in, and copy either the code value or the full redirected URL.
  5. Run save_refresh_token_from_code with that value.
  6. Run health_check.

The stored refresh token is written to ~/.config/flin-google-ads-mcp/auth.json by default and is never returned by MCP tools.

Quick flow: "Avesco spend yesterday"

  1. Find the subaccount by name under the manager:
{
  "tool": "find_customer_clients",
  "args": {
    "manager_customer_id": "6050181535",
    "login_customer_id": "6050181535",
    "name_query": "Avesco",
    "direct_only": false,
    "include_hidden": false,
    "include_self": false,
    "status": "ALL",
    "limit": 50
  }
}
  1. Use the returned client_customer_id with account-level insights:
{
  "tool": "get_insights",
  "args": {
    "customer_id": "2054139041",
    "login_customer_id": "6050181535",
    "level": "account",
    "date_range": "YESTERDAY",
    "limit": 10
  }
}

Date ranges

get_insights, get_keywords, and get_search_terms support:

  • TODAY
  • YESTERDAY
  • THIS_WEEK_MON_TODAY
  • THIS_WEEK_SUN_TODAY
  • LAST_WEEK_MON_SUN
  • LAST_WEEK_SUN_SAT
  • LAST_7_DAYS
  • LAST_14_DAYS
  • LAST_30_DAYS
  • LAST_60_DAYS
  • LAST_90_DAYS
  • THIS_MONTH
  • LAST_MONTH
  • CUSTOM (requires start_date and end_date in YYYY-MM-DD)

Quickstart (from source)

uv sync --extra dev
cp .env.example .env
# Fill .env values
uv run flin-google-ads-mcp

Quickstart (as published package)

uvx flin-google-ads-mcp@latest

Claude integration (published via uvx)

{
  "mcpServers": {
    "flin-google-ads-mcp": {
      "command": "uvx",
      "args": ["flin-google-ads-mcp@latest"],
      "env": {
        "GOOGLE_ADS_DEVELOPER_TOKEN": "xxx",
        "GOOGLE_ADS_CLIENT_ID": "xxx",
        "GOOGLE_ADS_CLIENT_SECRET": "xxx",
        "GOOGLE_ADS_CUSTOMER_ID": "1234567890",
        "GOOGLE_ADS_LOGIN_CUSTOMER_ID": "1234567890"
      }
    }
  }
}

Claude integration (local development)

{
  "mcpServers": {
    "flin-google-ads-mcp-local": {
      "command": "uv",
      "args": [
        "run",
        "--directory",
        "/Users/nicolasg/Antigravity/flin-google-ads-mcp",
        "flin-google-ads-mcp"
      ],
      "env": {
        "GOOGLE_ADS_DEVELOPER_TOKEN": "xxx",
        "GOOGLE_ADS_CLIENT_ID": "xxx",
        "GOOGLE_ADS_CLIENT_SECRET": "xxx",
        "GOOGLE_ADS_CUSTOMER_ID": "1234567890",
        "GOOGLE_ADS_LOGIN_CUSTOMER_ID": "0987654321"
      }
    }
  }
}

How to test

Detailed guide: docs/testing.md

Operational usage guide:

Fast path:

uv sync --extra dev
python3 -m pytest
python3 -m compileall src

Then run live smoke tests with MCP Inspector (see the testing guide).

Release on GitHub + PyPI

This repository publishes automatically with GitHub Actions:

  • CI: .github/workflows/ci.yml
  • Release: .github/workflows/release.yml (triggered by git tags v*)

1) Configure PyPI Trusted Publisher (one-time)

In PyPI project settings for flin-google-ads-mcp, add a Trusted Publisher with:

  • Owner: flin-agency
  • Repository: flin-google-ads-mcp
  • Workflow: release.yml
  • Environment: pypi

2) Cut a release

# bump version in pyproject.toml first, then:
git add -A
git commit -m "release: v0.1.0"
git tag v0.1.0
git push origin main --tags

The Release workflow builds, tests, and publishes to PyPI using OIDC (no PyPI API token in GitHub secrets).

CI

GitHub Actions validates:

  • unit tests
  • import/compile checks
  • package build

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

flin_google_ads_mcp-0.1.5.tar.gz (24.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

flin_google_ads_mcp-0.1.5-py3-none-any.whl (15.5 kB view details)

Uploaded Python 3

File details

Details for the file flin_google_ads_mcp-0.1.5.tar.gz.

File metadata

  • Download URL: flin_google_ads_mcp-0.1.5.tar.gz
  • Upload date:
  • Size: 24.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for flin_google_ads_mcp-0.1.5.tar.gz
Algorithm Hash digest
SHA256 480506a134af7f76b1f32b40254ec9dd9ecf00d1291307329c55e6401673cc58
MD5 b9e5ad30da3fc71ee39ead05801f3434
BLAKE2b-256 3e543998dbae7804018089f6dac553922b437743cf46ebc16073060160a52a64

See more details on using hashes here.

Provenance

The following attestation bundles were made for flin_google_ads_mcp-0.1.5.tar.gz:

Publisher: release.yml on flin-agency/flin-google-ads-mcp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file flin_google_ads_mcp-0.1.5-py3-none-any.whl.

File metadata

File hashes

Hashes for flin_google_ads_mcp-0.1.5-py3-none-any.whl
Algorithm Hash digest
SHA256 c96576321e965f2eff04b30732b02d303d9b2d81522e42fac2f51481c2e3053b
MD5 9d3ebf4b4d345dbbb14cdeba9359c1aa
BLAKE2b-256 3f3729081d0367356843dd8d74857664790b894502f7aeb9f483846043cb46f4

See more details on using hashes here.

Provenance

The following attestation bundles were made for flin_google_ads_mcp-0.1.5-py3-none-any.whl:

Publisher: release.yml on flin-agency/flin-google-ads-mcp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page