I am trying to implement a search feature on MongoDB using Mongoose.js , the short version of which is this: **I tag locations on a map as polygons. and give them names. Then when an user searches for a place using coordinates, I check which polygon the location falls within, and return the polygon.** I know that the reverse of what I am trying to do works by specifying a polygon, and then searching for locations which fall within the polygon, but I am looking for the opposite. So instead of saying: var polyA = [ [ 10, 20 ], [ 10, 40 ], [ 30, 40 ], [ 30, 20 ] ] query.where('loc').within.polygon(polyA) I want to say var 'loc' = [ 11, 24 ] query.where(loc).within.polygon('polygon') where <code>'polygon'</code> is a polygon schema. I believe it might be possible to do this with mongoDB 2.4 as it'll support GeoJSON, but is it currently possible to do it with mongoDB 2.2? **What I've thought of so far** I think it might not be possible even with MongoDB 2.4. So I'm thinking of using some linear algebra to solve this. 1. I compute the center of the polygon, and store it with the polygon area. 2. Then when I search the database I find a polygon with the center/area-point within a certain distance of the location. 3. Loop through each two points in the polygon, and set an <code>y `<?>` m(x) + c</code> type constraint, store the constraints in a JavaScript object. 4. Check if location coordinates satisfy the constraints, and return false if any of them is not satisfied. Else return true if satisfied. In effect I'm drawing a polygon's restrictions, and checking if the said location meets all of these. The problem here's that if I have complex polygons (which I'll more likely have) the test would take longer to return an answer. **On reinventing the wheel** *I sometimes get reprimanded for 'reinventing the wheel' by using MongoDB instead of a proper GIS database, which normally has some of the features I ask about. I am aware that what I am trying to do is what has probably been solved years ago by RMDBS, but I want to do it in Mongo. One prevalent way which this feature is likely already implemented is in geocoding, because to find the town/state/country which a point lies in, one would do the above. I thus sincerely want to try to do this in MongoDB as it complements the other computations that I'm already performing in Mongo.*