diff --git a/README.md b/README.md
index bcaa396..ab78e65 100644
--- a/README.md
+++ b/README.md
@@ -83,28 +83,44 @@ Then, any request that reaches the server and matches one of the directories and
 Dafuq translates any parameter on the request to command line flags with double dash `--`. The request fields searched for parmeters and its override order is as follows (upper means it will prevail in case of name clashing):
 * Multipart files
 * Multipart form fields
-* Body fields
+* Body fields: Can be URL encoded or JSON. Multilevel object structures will be flattened full path key
 * URL params: (parts of the url that start with `:`)
 * Query Params
 * Headers: (the ones starting with `X-Arg-`)
 
 ```
-POST /hello/john?age=12&male HTTP/1.1
-Content-Type: application/x-www-form-urlencoded
+POST /hello/john?age=25&male HTTP/1.1
+Content-Type: application/json
 Content-Length: 100
 X-Arg-username: jhon78
 
-surname=wick&profession=killer
+{
+  "surname": "wick",
+  "profession": "killer",
+  "confirmedKills": [
+    "target1",
+    "target2"
+  ],
+  "ammo": {
+    "usp": 12
+    "ump": 25
+  }
+}
+
 ```
 would be equivalent to the following command
 ```
 ./hello/\:name/get.sh \
-	--name john \
-	--surname wick \
-	--username username \
-	--age 12 \
-	--male \
-	--profession killer
+    --name "john" \
+    --surname "wick" \
+    --username "jhon78" \
+    --age "25" \
+    --male \
+    --profession "killer" \
+    --confirmedKills.0 "target1" \
+    --confirmedKills.1 "target2" \
+    --ammo.usp "12" \
+    --ammo.ump "25"
 ```
 
 ### Recieving Files
diff --git a/package.json b/package.json
index 8ce7d95..2b47c43 100644
--- a/package.json
+++ b/package.json
@@ -19,6 +19,7 @@
     "express": "^4.14.0",
     "glob": "^7.0.5",
     "multer": "^1.2.0",
+    "traverse": "^0.6.6",
     "yargs": "^5.0.0"
   },
   "devDependencies": {
diff --git a/src/index.js b/src/index.js
index f82b3b9..df5eb3c 100644
--- a/src/index.js
+++ b/src/index.js
@@ -5,6 +5,7 @@ const fs = require('fs')
   ,   child_process = require('child_process')
   ,   debug = require('debug')
   ,   glob = require('glob')
+  ,   traverse = require('traverse')
   ,   express = require('express')
   ,   multer = require('multer')
   ,   bodyParser = require('body-parser')
@@ -131,12 +132,19 @@ function buildCommandFlags(req) {
         return files
     }, {})
 
-    const flags = Object.assign({}, headerFlags, req.query, req.params, req.body, uploadFlags)
+    // Flatten the body
+    const body = traverse(req.body).reduce(function(b, val) {
+        if (this.notRoot && this.isLeaf)
+            b[this.path.join('.')] = val
+        return b
+    }, {})
+
+    const flags = Object.assign({}, headerFlags, req.query, req.params, body, uploadFlags)
     Object.keys(flags).forEach(function(flagName) {
         let flagValue = flags[flagName]
         cmdFlags += ` --${flagName}`
-        if (flagValue) {
-            flagValue = flagValue
+        if (flagValue !== undefined) {
+            flagValue = String(flagValue)
                             .replace(/\\/g, '\\\\')
                             .replace(/"/g, '\\"')
             cmdFlags += ` "${flagValue}"`
diff --git a/test/commands/json/post.js b/test/commands/json/post.js
new file mode 100755
index 0000000..86babd6
--- /dev/null
+++ b/test/commands/json/post.js
@@ -0,0 +1,10 @@
+#!/usr/bin/env node
+var traverse = require('traverse')
+var argv = require('yargs')
+    .argv;
+
+traverse(argv).forEach(function(x) {
+	if (this.notRoot && this.isLeaf && [ '_', '$0' ].indexOf(this.path[0]) < 0) {
+		console.log(this.path.join('.') + ':' + x)
+	}
+})
diff --git a/test/test.js b/test/test.js
index f1fd5c1..735c0d2 100644
--- a/test/test.js
+++ b/test/test.js
@@ -618,4 +618,35 @@ describe('Arguments', () => {
             .expect(res => res.body.result.should.be.equal('Hello Sarah \\"Connor\\"'))
             .end(done)
     })
+
+    it('should pass complex json as flattened paths', (done) => {
+        const body = {
+            names: [
+                'Sarah',
+                'Arnold'
+            ],
+            surnames: [
+                'Connor',
+                'Swacheneger'
+            ],
+            films: {
+                'terminator': 9
+            }
+        }
+        const expectedBody = [
+            'names.0:Sarah',
+            'names.1:Arnold',
+            'surnames.0:Connor',
+            'surnames.1:Swacheneger',
+            'films.terminator:9'
+        ].join('\n')
+
+        request(app)
+            .post('/json')
+            .send(body)
+            .expect(200)
+            .expect('Content-Type', /json/)
+            .expect(res => res.body.result.should.be.equal(expectedBody))
+            .end(done)
+    })
 })