diff --git a/main.py b/main.py
index e0b259c..e75f9d9 100644
--- a/main.py
+++ b/main.py
@@ -1143,6 +1143,67 @@ async def import_agents_csv(
     except Exception as e:
         raise HTTPException(status_code=500, detail=f"Import failed: {str(e)}")
 
+@app.post("/api/admin/agents/delete/csv")
+async def delete_agents_csv(
+    request: Request,
+    file: UploadFile = File(...),
+    current_user: dict = Depends(require_admin)
+):
+    """Delete agents based on CSV file"""
+    if not file.filename.endswith('.csv'):
+        raise HTTPException(status_code=400, detail="File must be a CSV")
+
+    try:
+        contents = await file.read()
+        decoded = contents.decode('utf-8')
+        csv_reader = csv.DictReader(io.StringIO(decoded))
+        
+        deleted_count = 0
+        not_found_count = 0
+        error_count = 0
+        errors = []
+        
+        for row_num, row in enumerate(csv_reader, start=1):
+            try:
+                agent_id = row.get("agent_id")
+                agent_name = row.get("agent_name")
+                
+                if agent_id and agent_id.strip():
+                    # Delete by ID
+                    success = await crud.delete_agent(agent_id.strip())
+                    if success:
+                        deleted_count += 1
+                    else:
+                        not_found_count += 1
+                elif agent_name and agent_name.strip():
+                    # Delete by Name (All matches)
+                    # We need to find them first
+                    # Using direct collection access here for efficiency/custom logic not in crud
+                    from database import agents_collection
+                    result = await agents_collection.delete_many({"agent_name": agent_name.strip()})
+                    if result.deleted_count > 0:
+                        deleted_count += result.deleted_count
+                    else:
+                        not_found_count += 1
+                else:
+                    # Skip empty rows
+                    continue
+                
+            except Exception as e:
+                error_count += 1
+                errors.append(f"Row {row_num}: {str(e)}")
+        
+        return JSONResponse({
+            "success": True,
+            "deleted": deleted_count,
+            "not_found": not_found_count,
+            "errors": error_count,
+            "error_details": errors[:10]
+        })
+        
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Delete failed: {str(e)}")
+
 # Agent Collector API Endpoints (for compatibility with agent_collector app)
 @app.post("/agents")
 async def create_agent_collector(
diff --git a/templates/nav.html b/templates/nav.html
index 15865ae..8b6c510 100644
--- a/templates/nav.html
+++ b/templates/nav.html
@@ -37,6 +37,11 @@
           <i class="fas fa-file-upload me-1"></i>Import CSV
         </a>
         <input type="file" id="csv-import-input" accept=".csv" style="display: none;" onchange="uploadCsv(this)">
+        <a class="nav-link text-danger" href="#"
+          onclick="document.getElementById('csv-delete-input').click(); return false;">
+          <i class="fas fa-trash-alt me-1"></i>Delete by CSV
+        </a>
+        <input type="file" id="csv-delete-input" accept=".csv" style="display: none;" onchange="deleteCsv(this)">
         {% endif %}
         {% endif %}
       </div>
@@ -235,4 +240,43 @@
     // Reset input
     input.value = '';
   }
+
+  async function deleteCsv(input) {
+    if (!input.files || !input.files[0]) return;
+
+    if (!confirm("WARNING: This will permanently delete all agents found in the CSV file. Are you sure you want to proceed?")) {
+      input.value = '';
+      return;
+    }
+
+    const file = input.files[0];
+    const formData = new FormData();
+    formData.append('file', file);
+
+    try {
+      const response = await fetch('{{ base_path }}/api/admin/agents/delete/csv', {
+        method: 'POST',
+        body: formData
+      });
+
+      const result = await response.json();
+
+      if (response.ok && result.success) {
+        let msg = `Deletion complete!\nDeleted: ${result.deleted}\nNot Found: ${result.not_found}\nErrors: ${result.errors}`;
+        if (result.errors > 0) {
+          msg += `\n\nFirst few errors:\n${result.error_details.join('\n')}`;
+        }
+        alert(msg);
+        window.location.reload();
+      } else {
+        alert('Deletion failed: ' + (result.detail || 'Unknown error'));
+      }
+    } catch (error) {
+      console.error('Error deleting via CSV:', error);
+      alert('Error deleting via CSV: ' + error.message);
+    }
+
+    // Reset input
+    input.value = '';
+  }
 </script>
\ No newline at end of file