diff --git a/Cargo.lock b/Cargo.lock
index 7e109660db..4b5766f4fc 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2409,6 +2409,7 @@ name = "red_knot"
 version = "0.0.0"
 dependencies = [
  "anyhow",
+ "argfile",
  "chrono",
  "clap",
  "colored 3.0.0",
@@ -2433,6 +2434,7 @@ dependencies = [
  "tracing-flame",
  "tracing-subscriber",
  "tracing-tree",
+ "wild",
 ]
 
 [[package]]
diff --git a/crates/red_knot/Cargo.toml b/crates/red_knot/Cargo.toml
index fc8fce040a..a03298edf6 100644
--- a/crates/red_knot/Cargo.toml
+++ b/crates/red_knot/Cargo.toml
@@ -19,6 +19,7 @@ ruff_db = { workspace = true, features = ["os", "cache"] }
 ruff_python_ast = { workspace = true }
 
 anyhow = { workspace = true }
+argfile = { workspace = true }
 chrono = { workspace = true }
 clap = { workspace = true, features = ["wrap_help"] }
 colored = { workspace = true }
@@ -31,6 +32,7 @@ tracing = { workspace = true, features = ["release_max_level_debug"] }
 tracing-subscriber = { workspace = true, features = ["env-filter", "fmt"] }
 tracing-flame = { workspace = true }
 tracing-tree = { workspace = true }
+wild = { workspace = true }
 
 [dev-dependencies]
 ruff_db = { workspace = true, features = ["testing"] }
diff --git a/crates/red_knot/src/main.rs b/crates/red_knot/src/main.rs
index 5d8a1abc81..3f41f5413f 100644
--- a/crates/red_knot/src/main.rs
+++ b/crates/red_knot/src/main.rs
@@ -56,7 +56,10 @@ pub fn main() -> ExitStatus {
 }
 
 fn run() -> anyhow::Result<ExitStatus> {
-    let args = Args::parse_from(std::env::args());
+    let args = wild::args_os();
+    let args = argfile::expand_args_from(args, argfile::parse_fromfile, argfile::PREFIX)
+        .context("Failed to read CLI arguments from file")?;
+    let args = Args::parse_from(args);
 
     match args.command {
         Command::Server => run_server().map(|()| ExitStatus::Success),