diff --git a/src/FileFormats/LP/read.jl b/src/FileFormats/LP/read.jl
index 41fbd70ff1..d8ec61a507 100644
--- a/src/FileFormats/LP/read.jl
+++ b/src/FileFormats/LP/read.jl
@@ -1109,17 +1109,26 @@ function _parse_constraint_indicator(
     )
 end
 
+function _is_empty_constraint(state::_LexerState)
+    return _next_token_is(state, _TOKEN_GREATER_THAN) ||
+           _next_token_is(state, _TOKEN_LESS_THAN) ||
+           _next_token_is(state, _TOKEN_EQUAL_TO)
+end
+
 # <constraint> :==
-#     <name> <expression> <set-suffix>
+#     <name> [<expression>] <set-suffix>
 #   | <name> <constraint-sos>
 #   | <name> <constraint-indicator>
-function _parse_constraint(state::_LexerState, cache::_ReadCache)
+function _parse_constraint(state::_LexerState, cache::_ReadCache{T}) where {T}
     name = _parse_name(state, cache)
     # Check if this is an SOS constraint
     c = if _is_sos_constraint(state)
         _parse_constraint_sos(state, cache)
     elseif _is_indicator_constraint(state)
         _parse_constraint_indicator(state, cache)
+    elseif _is_empty_constraint(state)
+        set = _parse_set_suffix(state, cache)::MOI.AbstractScalarSet
+        MOI.add_constraint(cache.model, zero(MOI.ScalarAffineFunction{T}), set)
     else
         f = _parse_expression(state, cache)
         # The type annotation is needed for JET.
diff --git a/test/FileFormats/LP/test_LP.jl b/test/FileFormats/LP/test_LP.jl
index a2c58dddbf..67ac4c4985 100644
--- a/test/FileFormats/LP/test_LP.jl
+++ b/test/FileFormats/LP/test_LP.jl
@@ -1873,6 +1873,24 @@ function test_empty_function()
     return
 end
 
+function test_read_empty_constraint()
+    model = MOI.FileFormats.LP.Model{Float64}()
+    read!(IOBuffer("min\nst\n>= 0\nend"), model)
+    target = MOI.FileFormats.LP.Model{Float64}()
+    f = zero(MOI.ScalarAffineFunction{Float64})
+    MOI.add_constraint(target, f, MOI.GreaterThan(0.0))
+    @test sprint(print, model) == sprint(print, target)
+    # With name
+    model = MOI.FileFormats.LP.Model{Float64}()
+    read!(IOBuffer("min\nst\nc: == 2\nend"), model)
+    target = MOI.FileFormats.LP.Model{Float64}()
+    f = zero(MOI.ScalarAffineFunction{Float64})
+    c = MOI.add_constraint(target, f, MOI.EqualTo(2.0))
+    MOI.set(target, MOI.ConstraintName(), c, "c")
+    @test sprint(print, model) == sprint(print, target)
+    return
+end
+
 end  # module
 
 TestLP.runtests()