Mcp Local Rank Map Pack Tracker

com.mambabuiltPublished by mambabuilt.comv1.0.1Updated Nov 7, 2026

Google organic, map pack, and local finder positions per keyword and location.

The publisher's own server: Rank Fast

VerifiedSTDIODesktop onlyWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Local MCP server that checks Google organic, map pack and local finder rankings for keywords in specified locations via an Apify actor.

What you can do
  • Run local rank checks for a set of keywords across one or more locations, given as place names or coordinates.
  • Get one row per keyword and location with organic position, map pack position, local finder position, plus the matched listing's rating, reviews, category, phone, website and address.
  • See which domains and businesses hold the top organic and local spots.
  • Track changes over time by reusing a state key, which adds previous positions and the difference to each row.
When to use it
Useful for local SEO and marketing work: checking where a business ranks in Google's map pack and organic results for specific keywords in specific cities, or building a weekly rank history for a client.
Requirements
Runs locally over stdio via npx, so Node.js 18 or newer is needed. Requires an Apify account and an Apify API token supplied as the APIFY_TOKEN environment variable; the tool is listed without a token but calls need one. Network access to Apify is required.
Before you install
Runs are billed per event to your Apify account (per keyword-location rank check, extra pages, and a per-run start fee), so costs grow with the number of keywords and locations; an optional cost cap input exists. The APIFY_TOKEN is a paid-account credential and should be kept private. Queries are sent to Apify and Google through its proxy.

Installation

In SourceWeft

  1. Open Mcp Local Rank Map Pack Tracker in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Local Rank and Map Pack Tracker MCP Server

[Glama score] [MCP Registry] [npm version] [npm downloads] [license] [mcpservers.org]

[Local Rank Map Pack Tracker MCP server]

An MCP server for the Mamba Labs Local Rank and Map Pack Tracker actor on Apify. Give it keywords, locations, and a domain or business name. Each run searches Google from each location and returns one row per keyword and location with the organic position, the map pack position, and the local finder position.

What's Inside

What it does

  • Each place name is turned into coordinates and the Google search is placed at that point, so a check for Austin returns the Austin map pack.
  • Per row: organic_position (up to 50 deep), local_pack_position (1 to 3), local_finder_position (top 20), and the matched listing's rating, review count, category, phone, website, and address.
  • top_organic_domains and top_local_businesses name who holds the top spots.
  • With state_key, each row carries the previous positions and the change, so a weekly schedule becomes a rank history.
  • An empty position means not found in the positions checked. Blocked rows come back free with a row_status saying so.

All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:

json
{  "mcpServers": {    "mamba-local-rank-map-pack-tracker": {      "command": "npx",      "args": [        "-y",        "@mambalabsdev/mcp-local-rank-map-pack-tracker"      ],      "env": {        "APIFY_TOKEN": "your-apify-token"      }    }  }}

Restart the client. The track_local_rankings tool appears.

Prerequisites

Example prompts

  • "Where does weplumbatx.com rank for plumber and emergency plumber in Austin and Round Rock?"
  • "Check the map pack position of We Plumb LLC for drain cleaning in 30.2672,-97.7431."
  • "Track my dental clinic for dentist near me in five London boroughs every week and show what changed."

Tool

track_local_rankings. One tool. Example arguments:

json
{  "keywords": ["plumber", "emergency plumber"],  "locations": ["Austin, Texas, United States", "Round Rock, Texas, United States"],  "target_domain": "weplumbatx.com",  "business_name": "We Plumb LLC"}

Inputs

Every buyer facing input of the actor, unchanged. Omitted inputs take the actor's own defaults. Numbers and booleans are sent as strings.

InputTypeDescription
keywordsarraySearch terms. Required
locationsarrayPlace names or coordinates. Required
target_domainstringYour website. Give it, business_name, or both
business_namestringThe name on your Google Business Profile
countrystringGoogle market and proxy exit. Default US
languagestringGoogle interface language. Default en
organic_depthstring10, 20, 30, or 50. Default 10
include_local_finderstringtrue or false. Default true
state_keystringSchedule name for change tracking
max_charge_usdstringOptional cost cap for the run

Pricing

Pay per event on Apify, billed to your Apify account. Prices in USD.

EventFree planBronzeSilverGold
rank-check, one keyword in one location, Google page one included$0.055$0.05225$0.0495$0.04675
extra-page, organic page 2 and up, or the local finder$0.0495$0.0171$0.0162$0.0153
apify-actor-start, per run start$0.002$0.002$0.002$0.002

Blocked and error rows are free.

Your keys

The actor needs no key. It reads Google result pages through the Apify Google SERP proxy and holds no key of any kind. Mamba Labs pays the platform and proxy costs of the run.

Full actor documentation

apify.com/mambalabs/local-rank-map-pack-tracker

License

MIT. See LICENSE.

Source: README.md at commit 5bb59ca

Tools

1

track_local_rankings

Track local rankings

Check where a business ranks on Google for each keyword in each location, with the search placed at that location. Give keywords, locations (place names or coordinates), and target_domain and or business_name. One row per keyword and location: organic_position (up to 50 deep), local_pack_position (the 3 result map pack on page one), local_finder_position (top 20 map list), the matched listing's rating, review count, category, phone, and website, the top 10 organic domains and top map listings, and, with state_key, the previous positions and the change. An empty position means not found in the positions checked. Blocked rows come back free with a row_status saying so. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per rank check and per extra Google page read.

Parameterscountrykeywordsrequiredlanguagelocationsrequiredstate_keybusiness_nameorganic_depthtarget_domainmax_charge_usdinclude_local_finder

Version history

2
  1. v1.0.1LatestNov 5, 2026
  2. v1.0.0Oct 22, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts
  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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