diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ba2b23..9e3f1b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,6 @@
+# Unreleased
+- Add `config parse-from-url` command for parsing configuration from a URL
+
 # v0.28.0
 - Add general fields to `create datasets`
 
@@ -14,10 +17,10 @@
 
 # v0.25.0
 - Fixes issue when getting streams that have multiple filters on single user property
-- Fixes issue where upper case file names would not be matched in `parse` 
+- Fixes issue where upper case file names would not be matched in `parse`
 - Reduce batch size when deleting comment batches
 - Support attachment type filters
-- support getting stats for `get buckets` 
+- support getting stats for `get buckets`
 - Show usage on `get quotas`
 
 # v0.24.0
@@ -29,7 +32,7 @@
 
 - Add `get emails`
 - Added support for `--auto-increase-up-to` when creating quotas.
-- Support spans format for entities 
+- Support spans format for entities
 
 # v0.22.2
 
diff --git a/cli/src/commands/config.rs b/cli/src/commands/config.rs
index 768e33d..02fc23a 100644
--- a/cli/src/commands/config.rs
+++ b/cli/src/commands/config.rs
@@ -76,6 +76,17 @@ pub enum ConfigArgs {
         #[structopt(name = "is-required", parse(try_from_str))]
         is_required: bool,
     },
+
+    #[structopt(name = "parse-from-url")]
+    /// Parse config from a URL
+    ParseFromUrl {
+        /// The URL to be parsed
+        #[structopt(long = "url", short = "u")]
+        url: Option<Url>,
+        /// The reinfer API token that will be used for this context
+        #[structopt(long = "token", short = "t")]
+        token: Option<String>,
+    },
 }
 
 pub fn run(
@@ -206,10 +217,60 @@ pub fn run(
                 }
             }
         }
+        ConfigArgs::ParseFromUrl { url, token } => {
+            parse_context_from_url(url, token, config.clone(), config_path)?;
+        }
     }
     Ok(config)
 }
 
+fn parse_context_from_url(
+    url: &Option<Url>,
+    token: &Option<String>,
+    config: ReinferConfig,
+    config_path: impl AsRef<Path>,
+) -> Result<()> {
+    let mut url: Url = match url {
+        None => loop {
+            match Url::parse(&utils::read_from_stdin("URL", None)?) {
+                Ok(url) => break url,
+                Err(error) => {
+                    error!("Invalid URL: {}", error);
+                }
+            }
+        },
+        Some(url) => url.clone(),
+    };
+    let path_segments: Vec<&str> = match url.path_segments() {
+        None => {
+            return Err(anyhow!(
+                "Invalid URL path, needs to contain <ORG NAME>/<TENANT NAME>/reinfer_/"
+            ))
+        }
+        Some(segments) => segments.collect(),
+    };
+    if path_segments.len() < 3 || path_segments[2] != "reinfer_" {
+        return {
+            Err(anyhow!(
+                "Invalid URL path, needs to contain <ORG NAME>/<TENANT NAME>/reinfer_/"
+            ))
+        };
+    }
+    let name: String = format!("{}/{}", path_segments[0], path_segments[1]);
+    // Remove the path to use the rest as the endpoint
+    url.set_path("");
+
+    add_or_edit_context(
+        &Some(name),
+        token,
+        &Some(url),
+        false,
+        &None,
+        config,
+        config_path,
+    )
+}
+
 fn add_or_edit_context(
     name: &Option<String>,
     token: &Option<String>,