diff --git a/src/main/java/edu/kit/provideq/toolbox/demonstrators/CplexMipDemonstrator.java b/src/main/java/edu/kit/provideq/toolbox/demonstrators/CplexMipDemonstrator.java
index d82b539e..04e91313 100644
--- a/src/main/java/edu/kit/provideq/toolbox/demonstrators/CplexMipDemonstrator.java
+++ b/src/main/java/edu/kit/provideq/toolbox/demonstrators/CplexMipDemonstrator.java
@@ -38,6 +38,11 @@ public String getName() {
     return "Cplex MIP Demonstrator";
   }
 
+  @Override
+  public String getDescription() {
+    return "Demonstrator for the Cplex MIP solver";
+  }
+
   @Override
   public List<SolverSetting> getSolverSettings() {
     return List.of(
diff --git a/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/dead/SatBasedDeadFeatureSolver.java b/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/dead/SatBasedDeadFeatureSolver.java
index c86eccce..7178598e 100644
--- a/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/dead/SatBasedDeadFeatureSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/dead/SatBasedDeadFeatureSolver.java
@@ -38,6 +38,12 @@ public String getName() {
     return "SAT-based Dead Feature Solver";
   }
 
+  @Override
+  public String getDescription() {
+    return "This solver builds SAT formulae to determine dead features in a feature model."
+        + " It uses a SAT solver to solve each formula per feature.";
+  }
+
   @Override
   public List<SubRoutineDefinition<?, ?>> getSubRoutines() {
     return List.of(SAT_SUBROUTINE);
diff --git a/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/voidmodel/SatBasedVoidFeatureSolver.java b/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/voidmodel/SatBasedVoidFeatureSolver.java
index 00fc4140..43d748d9 100644
--- a/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/voidmodel/SatBasedVoidFeatureSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/featuremodel/anomaly/voidmodel/SatBasedVoidFeatureSolver.java
@@ -36,6 +36,13 @@ public String getName() {
     return List.of(SAT_SUBROUTINE);
   }
 
+  @Override
+  public String getDescription() {
+    return "This solver builds SAT formulae to determine void features in a feature model."
+        + " It uses a SAT solver to determine if there is any valid configurations of the +"
+        + "feature model.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/PythonKnapsackSolver.java b/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/PythonKnapsackSolver.java
index 53b0207e..27e57eff 100644
--- a/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/PythonKnapsackSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/PythonKnapsackSolver.java
@@ -33,6 +33,12 @@ public String getName() {
     return "Horowitz-Sahni Knapsack";
   }
 
+  @Override
+  public String getDescription() {
+    return "A solver for the Knapsack problem using the Horowitz-Sahni "
+        + "branch and search algorithm.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
           String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/QiskitKnapsackSolver.java b/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/QiskitKnapsackSolver.java
index 2c3609e7..edfb6ba1 100644
--- a/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/QiskitKnapsackSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/knapsack/solvers/QiskitKnapsackSolver.java
@@ -33,6 +33,11 @@ public String getName() {
     return "Qiskit Knapsack";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves the knapsack problem using Qiskit with QAOA.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/CirqMaxCutSolver.java b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/CirqMaxCutSolver.java
index 38843dc8..a73c0986 100644
--- a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/CirqMaxCutSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/CirqMaxCutSolver.java
@@ -33,6 +33,11 @@ public String getName() {
     return "Cirq MaxCut";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves the MaxCut problem using a Cirq QAOA implementation.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/GamsMaxCutSolver.java b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/GamsMaxCutSolver.java
index d090e98e..07a8e17e 100644
--- a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/GamsMaxCutSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/GamsMaxCutSolver.java
@@ -33,6 +33,12 @@ public String getName() {
     return "GAMS MaxCut";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves the MaxCut problem using GAMS. This starts from a SDP relaxation then used as a "
+        + " starting point for the QUBO algorithm.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/QiskitMaxCutSolver.java b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/QiskitMaxCutSolver.java
index d445f2bd..7734cf5f 100644
--- a/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/QiskitMaxCutSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/maxcut/solvers/QiskitMaxCutSolver.java
@@ -38,6 +38,12 @@ public String getName() {
     return "Qiskit MaxCut";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves the MaxCut problem using a Qiskit implementation with a "
+        + "Variational Quantum Eigensolver.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/DwaveQuboSolver.java b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/DwaveQuboSolver.java
index 90ee9883..d0c085ab 100644
--- a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/DwaveQuboSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/DwaveQuboSolver.java
@@ -59,6 +59,11 @@ public String getName() {
     return "(D-Wave) Annealing QUBO Solver";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves the QUBO problem using a D-Wave Quantum Annealer.";
+  }
+
   @Override
   public List<SolverSetting> getSolverSettings() {
     return  List.of(
diff --git a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QiskitQuboSolver.java b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QiskitQuboSolver.java
index 98ceb745..c652202b 100644
--- a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QiskitQuboSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QiskitQuboSolver.java
@@ -33,6 +33,11 @@ public String getName() {
     return "(Qiskit) QAOA Solver for QUBOs";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves QUBOs using the Qiskit QAOA implementation.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QrispQuboSolver.java b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QrispQuboSolver.java
index 4f7d6af5..fc9e2994 100644
--- a/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QrispQuboSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/qubo/solvers/QrispQuboSolver.java
@@ -39,6 +39,11 @@ public String getName() {
     return "(Qrisp) QAOA Solver for QUBOs";
   }
 
+  @Override
+  public String getDescription() {
+    return "A solver for QUBOs using the Qrisp QAOA implementation.";
+  }
+
   @Override
   public List<SolverSetting> getSolverSettings() {
     return List.of(
diff --git a/src/main/java/edu/kit/provideq/toolbox/sat/solvers/GamsSatSolver.java b/src/main/java/edu/kit/provideq/toolbox/sat/solvers/GamsSatSolver.java
index 11de1b18..1da97f11 100644
--- a/src/main/java/edu/kit/provideq/toolbox/sat/solvers/GamsSatSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/sat/solvers/GamsSatSolver.java
@@ -37,6 +37,11 @@ public String getName() {
     return "GAMS SAT";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves SAT problems using GAMS as a Mixed Integer Programming problem.";
+  }
+
   @Override
   public Mono<Solution<DimacsCnfSolution>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/LkhTspSolver.java b/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/LkhTspSolver.java
index d8be1621..e454ddf8 100644
--- a/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/LkhTspSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/LkhTspSolver.java
@@ -35,6 +35,11 @@ public String getName() {
     return "LKH-3 TSP Solver";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solver for the TSP Problem using the LKH-3 heuristics.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/QuboTspSolver.java b/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/QuboTspSolver.java
index bcf84eac..35962bc2 100644
--- a/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/QuboTspSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/tsp/solvers/QuboTspSolver.java
@@ -48,6 +48,12 @@ public String getName() {
     return "TSP to QUBO Transformation";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves TSP Problems by transforming them into QUBOs and solving them "
+        + "with a QUBO solver.";
+  }
+
   @Override
   public List<SubRoutineDefinition<?, ?>> getSubRoutines() {
     return List.of(QUBO_SUBROUTINE);
diff --git a/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/KmeansClusterer.java b/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/KmeansClusterer.java
index 96761eca..9b2bf28c 100644
--- a/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/KmeansClusterer.java
+++ b/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/KmeansClusterer.java
@@ -44,6 +44,11 @@ public String getName() {
     return "K-means Clustering (VRP -> Set of VRP)";
   }
 
+  @Override
+  public String getDescription() {
+    return "Clusters a VRP problem into a set of VRP problems using k-means clustering.";
+  }
+
   @Override
   public List<SubRoutineDefinition<?, ?>> getSubRoutines() {
     return List.of(VRP_SUBROUTINE);
diff --git a/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/TwoPhaseClusterer.java b/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/TwoPhaseClusterer.java
index 2a173c2f..1ea89f86 100644
--- a/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/TwoPhaseClusterer.java
+++ b/src/main/java/edu/kit/provideq/toolbox/vrp/clusterer/TwoPhaseClusterer.java
@@ -41,6 +41,12 @@ public String getName() {
     return "Two Phase Clustering (VRP -> Set of TSP)";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves VRP problems by clustering them into a set of TSP problems "
+        + "using a two-phase clustering approach.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/ClusterAndSolveVrpSolver.java b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/ClusterAndSolveVrpSolver.java
index 01204f09..237279e0 100644
--- a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/ClusterAndSolveVrpSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/ClusterAndSolveVrpSolver.java
@@ -31,6 +31,12 @@ public String getName() {
     return "Cluster before Solving";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves a vehicle routing problem by clustering it into multiple smaller problems "
+        + "first.";
+  }
+
   @Override
   public List<SubRoutineDefinition<?, ?>> getSubRoutines() {
     return List.of(CLUSTER_SUBROUTINE);
diff --git a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/LkhVrpSolver.java b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/LkhVrpSolver.java
index 25e17c66..1cc17536 100644
--- a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/LkhVrpSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/LkhVrpSolver.java
@@ -36,6 +36,11 @@ public String getName() {
     return "LKH-3 VRP Solver";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves a vehicle routing problem using the LKH-3 heuristic.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,
diff --git a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/QrispVrpSolver.java b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/QrispVrpSolver.java
index 2d1602cc..37d7b534 100644
--- a/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/QrispVrpSolver.java
+++ b/src/main/java/edu/kit/provideq/toolbox/vrp/solvers/QrispVrpSolver.java
@@ -33,6 +33,11 @@ public String getName() {
     return "Grover-based VRP Solver (Qrisp)";
   }
 
+  @Override
+  public String getDescription() {
+    return "Solves a vehicle routing problem using a Grover-based Qrisp implementation.";
+  }
+
   @Override
   public Mono<Solution<String>> solve(
       String input,