CuffTracker

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io.github.AndrewVG23/cufftrackerv1.0.1

Chicago and Milwaukee crime data: query incidents, stats, and map-linked MCP UI resources.

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https://www.cufftracker.com/mcp

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get_area_trends

Start here for any neighborhood or trend question. Pass city and place, such as Milwaukee and Harbor View. Returns counts by crime type versus the city, counts by month, noon-to-midnight share, top streets, and a few notable incidents. One call covers up to 450 days. A lat/lon box is optional. Do not download citywide incidents and filter them yourself.

citystring, required

City the area is in.

daysinteger

Days ending at the newest incident in the city. Default 90. Use 400 for about 14 months.

placestring

Neighborhood or rough area, such as Harbor View or Logan Square. Omit if you pass a box.

lat_maxnumber

North edge of the box. Geographic filter.

lat_minnumber

South edge of the box. Geographic filter.

lon_maxnumber

East edge of the box. Geographic filter.

lon_minnumber

West edge of the box. Geographic filter.

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Tools (5)

Tool list last changed Oct 23, 2026.

get_area_trends

Argument	Type	Description
city*	string	City the area is in.
days	integer	Days ending at the newest incident in the city. Default 90. Use 400 for about 14 months.
place	string	Neighborhood or rough area, such as Harbor View or Logan Square. Omit if you pass a box.
lat_max	number	North edge of the box. Geographic filter.
lat_min	number	South edge of the box. Geographic filter.
lon_max	number	East edge of the box. Geographic filter.
lon_min	number	West edge of the box. Geographic filter.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "city"
  ],
  "properties": {
    "city": {
      "enum": [
        "chicago",
        "milwaukee",
        "new york",
        "minneapolis",
        "denver"
      ],
      "type": "string",
      "description": "City the area is in."
    },
    "days": {
      "type": "integer",
      "maximum": 450,
      "minimum": 7,
      "description": "Days ending at the newest incident in the city. Default 90. Use 400 for about 14 months."
    },
    "place": {
      "type": "string",
      "description": "Neighborhood or rough area, such as Harbor View or Logan Square. Omit if you pass a box."
    },
    "lat_max": {
      "type": "number",
      "description": "North edge of the box. Geographic filter."
    },
    "lat_min": {
      "type": "number",
      "description": "South edge of the box. Geographic filter."
    },
    "lon_max": {
      "type": "number",
      "description": "East edge of the box. Geographic filter."
    },
    "lon_min": {
      "type": "number",
      "description": "West edge of the box. Geographic filter."
    }
  }
}

get_city_crimes

One page of individual incidents inside a lat/lon box. Counts, shares, months, and streets belong on get_area_trends. A window longer than 45 days without lat_min, lat_max, lon_min, and lon_max is refused. Chicago's portal withholds about the last seven days. New York publishes complaints after a quarter closes.

Argument	Type	Description
city	string	City to query.
limit	integer	Max records to return (1-500).
place	string	Address text, such as a street name, matched against location, block, and community area. This is not a neighborhood boundary. Harbor View and other neighborhood names need the lat/lon box, or get_area_trends.
offset	integer	Records to skip for pagination.
lat_max	number	North edge. Required geographic filter for a long window.
lat_min	number	South edge. Required geographic filter for a long window.
lon_max	number	East edge. Required geographic filter for a long window.
lon_min	number	West edge. Required geographic filter for a long window.
end_date

get_crime_stats

Citywide counts, date range, and top crime types. There is no neighborhood or lat/lon filter. For a place, call get_area_trends.

Argument	Type	Description
city	string	City to get stats for. Use 'all' for cross-city comparison.
top_n	integer	Number of top items to return.

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "city": {
      "enum": [
        "all",
        "chicago",
        "milwaukee",
        "new york",
        "minneapolis",
        "denver"
      ],
      "type": "string",
      "default": "all",
      "description": "City to get stats for. Use 'all' for cross-city comparison."
    },
    "top_n": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Number of top items to return."
    }
  }
}

resolve_place

Return the lat/lon edges of a neighborhood or rough area. Call this only when you need those edges. For trends, call get_area_trends with the place name and skip this tool. The suggested query is a short incident list, not a trend summary.

Argument	Type	Description
city*	string	City the place is in.
days	integer	Days for the suggested incident list. Omit for a short default. Year-long trend windows belong on get_area_trends.
place*	string	Neighborhood, street, borough, or a rough area such as downtown or north side.
primary_types	array	Optional crime types to carry into the suggested query.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "city",
    "place"
  ],
  "properties": {
    "city": {
      "enum": [
        "chicago",
        "milwaukee",
        "new york",
        "minneapolis",
        "denver"
      ],
      "type": "string",
      "description": "City the place is in."
    },
    "days": {
      "type": "integer",
      "maximum": 90,
      "minimum": 1,
      "description": "Days for the suggested incident list. Omit for a short default. Year-long trend windows belong on get_area_trends."
    },
    "place": {
      "type": "string",
      "description": "Neighborhood, street, borough, or a rough area such as downtown or north side."
    },
    "primary_types": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional crime types to carry into the suggested query."
    }
  }
}

search_crimes

Text search of crime types and descriptions. There is no neighborhood box. A place name such as Harbor View is usually absent from the incident text. For a place, call get_area_trends.

Argument	Type	Description
city	string	City to search. Use 'all' for every city.
limit	integer	Max results (1-200).
query*	string	Search text (e.g., 'armed robbery', 'domestic battery').

Input schema (JSON)

{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "city": {
      "enum": [
        "all",
        "chicago",
        "milwaukee",
        "new york",
        "minneapolis",
        "denver"
      ],
      "type": "string",
      "default": "all",
      "description": "City to search. Use 'all' for every city."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 200,
      "minimum": 1,
      "description": "Max results (1-200)."
    },
    "query": {
      "type": "string",
      "description": "Search text (e.g., 'armed robbery', 'domestic battery')."
    }
  }
}

{ "type": "object", "properties": { "city": { "enum": [ "chicago", "milwaukee", "new york", "minneapolis", "denver" ], "type": "string", "default": "chicago", "description": "City to query." }, "limit": { "type": "integer", "default": 50, "maximum": 500, "minimum": 1, "description": "Max records to return (1-500)." }, "place": { "type": "string", "description": "Address text, such as a street name, matched against location, block, and community area. This is not a neighborhood boundary. Harbor View and other neighborhood names need the lat/lon box, or get_area_trends." }, "offset": { "type": "integer", "default": 0, "minimum": 0, "description": "Records to skip for pagination." }, "lat_max": { "type": "number", "description": "North edge. Required geographic filter for a long window." }, "lat_min": { "type": "number", "description": "South edge. Required geographic filter for a long window." }, "lon_max": { "type": "number", "description": "East edge. Required geographic filter for a long window." }, "lon_min": { "type": "number", "description": "West edge. Required geographic filter for a long window." }, "end_date": { "type": "string", "description": "End date in YYYY-MM-DD format." }, "start_date": { "type": "string", "description": "Start date in YYYY-MM-DD format." }, "search_text": { "type": "string", "description": "Text search across primary_type and description fields." }, "primary_types": { "type": "array", "items": { "type": "string" }, "description": "Filter by crime types (e.g., ['THEFT', 'BATTERY', 'NARCOTICS']). Omit for all types." }, "location_descriptions": { "type": "array", "items": { "type": "string" }, "description": "Filter by location descriptions (e.g., ['STREET', 'RESIDENCE']). Omit for all." } } }