edamam-nutrition-analysis

4.0

edamam-nutrition-analysis is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of edamam-nutrition-analysis and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

The Edamam Nutrition Analysis MCP Server provides tools for analyzing nutritional data using natural language processing and semantically structured data.

Test Report

Build Successful
Server Started
Client Connected
Tools Listed
All Tools Succeeded
Any Tool Succeeded

Tool	Total Tests	Success	Fail	Success Rate
api_nutrition_details	1	0	1	0%
api_nutrition_data	1	1	0	100%

Evaluation
Total Score: 8/10

Evaluation Summary

Strengths:
1. Accuracy/Correctness:
- The agent consistently provides detailed and accurate nutritional breakdowns for various recipes, including calories, protein, carbohydrates, fats, and additional nutrients like fiber and sugars.
- The calculations for total nutritional values are correct and align with the individual ingredient values.
1. Completeness:
- The agent includes all requested nutritional information and often provides additional details such as diet and health labels, enhancing the value of the analysis.
1. Usefulness / Clarity:
- The information is presented in a clear and organized manner, making it easy for users to understand.
- The agent encourages user engagement by inviting further questions.
Weaknesses:
1. Source Attribution:
- The agent does not specify the sources of the nutritional data, which is important for verifying accuracy and enhancing credibility.
1. Consistency with Claimed Capabilities:
- While the agent claims to assist with nutritional analysis, it does not mention any limitations or the tools used to obtain the data, except in the first interaction where an authorization issue was noted.
Suggestions for Improvement:
- Source Attribution:
- Include references or sources for the nutritional data to enhance credibility.
- Transparency:
- Clearly communicate any limitations in functionality and the methods used to perform the nutritional analysis.
Overall, the agent demonstrates strong capabilities in providing nutritional analysis but could improve by enhancing transparency and source attribution.

Test case 1
Score: 6/10
Can you provide a nutritional analysis for a homemade lasagna recipe that includes ingredients such as ground beef, ricotta cheese, mozzarella cheese, lasagna noodles, marinara sauce, and spinach?
It seems that I'm currently unable to access the nutritional analysis tool for the recipe details due to an authorization issue. However, I can help you manually analyze the ingredients if you provide the specific quantities for each ingredient in your homemade lasagna recipe.

Please list the amounts of the following ingredients you plan to use:

Ground beef

Ricotta cheese

Mozzarella cheese

Lasagna noodles

Marinara sauce

Spinach

Once I have that information, I can help you calculate an approximate nutritional analysis!
1. The agent correctly identifies an authorization issue preventing access to the nutritional analysis tool.
2. It accurately requests specific quantities of each ingredient to perform a manual nutritional analysis.
3. The response is clear in communicating the current limitation and provides a straightforward path for the user to obtain the desired information.
1. The agent does not offer alternative solutions or resources for the user to perform the nutritional analysis independently.
2. It could have provided general nutritional information for similar lasagna recipes to give the user a rough estimate. For example, a similar lasagna recipe provides approximately 425 calories, 13g of total fat, 33g of protein, and 42g of carbohydrates per serving. (mayoclinic.org)
3. The agent claims to assist with nutritional analysis but is unable to perform this function due to an authorization issue, which may lead to user frustration.
Test case 2
Score: 8/10
Can you provide a detailed nutritional analysis for a recipe that includes 500g of chicken breast, 200g of broccoli, 100g of quinoa, and 50g of almonds? Include information on calories, protein, carbohydrates, and fats.
Here's the detailed nutritional analysis for the recipe including 500g of chicken breast, 200g of broccoli, 100g of quinoa, and 50g of almonds:

Nutritional Breakdown

Chicken Breast (500g)

Calories: 600 kcal

Protein: 112.5 g

Carbohydrates: 0 g

Fat: 13.1 g

Diet Labels: High Protein, Low Carb, Low Sodium

Health Labels: Sugar Conscious, Keto Friendly, Gluten Free, Dairy Free, etc.

Broccoli (200g)

Calories: 68 kcal

Protein: 5.64 g

Carbohydrates: 13.28 g

Fat: 0.74 g

Diet Labels: Low Fat, Low Sodium

Health Labels: Vegan, Vegetarian, Gluten Free, etc.

Quinoa (100g)

Calories: 368 kcal

Protein: 14.1 g

Carbohydrates: 64.2 g

Fat: 6.07 g

Diet Labels: Low Fat, Low Sodium

Health Labels: Vegan, Gluten Free, etc.

Almonds (50g)

Calories: 289.5 kcal

Protein: 10.6 g

Carbohydrates: 10.8 g

Fat: 24.95 g

Diet Labels: Low Carb, Low Sodium

Health Labels: Vegan, Gluten Free, etc.

Total Nutritional Values for the Entire Recipe

Total Calories: 600 + 68 + 368 + 289.5 = 1325.5 kcal

Total Protein: 112.5 + 5.64 + 14.1 + 10.6 = 143.84 g

Total Carbohydrates: 0 + 13.28 + 64.2 + 10.8 = 88.28 g

Total Fat: 13.1 + 0.74 + 6.07 + 24.95 = 44.86 g

Summary

Total Calories: 1325.5 kcal

Total Protein: 143.84 g

Total Carbohydrates: 88.28 g

Total Fat: 44.86 g

This recipe is high in protein and provides a balanced amount of carbohydrates and fats, making it suitable for a nutritious meal. If you have any other questions or need further assistance, feel free to ask!
1. The agent provides a detailed nutritional breakdown for each ingredient, including calories, protein, carbohydrates, fats, diet labels, and health labels.
2. The total nutritional values for the entire recipe are calculated correctly based on the individual ingredient values.
3. The response includes all requested nutritional information: calories, protein, carbohydrates, and fats.
4. Additional information such as diet and health labels adds value to the analysis.
5. The agent demonstrates its capability to perform nutritional analysis, aligning with its stated functions.
6. The information is presented in a clear and organized manner, making it easy for the user to understand.
7. The summary at the end provides a concise overview of the nutritional content.
1. The agent does not specify the sources of the nutritional data, which is important for verifying accuracy.
2. While diet and health labels are provided, their relevance to the user's specific dietary needs is not addressed.
Test case 3
Score: 8/10
Can you provide a nutritional analysis for a vegetarian chili recipe that includes 400g of kidney beans, 200g of bell peppers, 150g of onions, 100g of carrots, and 50g of corn? Please include details on calories, protein, carbohydrates, and fats.
Here's the nutritional analysis for your vegetarian chili recipe containing 400g of kidney beans, 200g of bell peppers, 150g of onions, 100g of carrots, and 50g of corn:

Nutritional Information:

Calories: 344 kcal

Protein: 13.08 g

Carbohydrates: 74.8 g

Net Carbohydrates: 66.8 g (after fiber)

Fiber: 8.0 g

Sugars: 25.04 g

Total Fat: 5.4 g

Saturated Fat: 1.3 g

Trans Fat: 0.0 g

Health and Diet Labels:

Diet Labels: Low Fat, Low Sodium

Health Labels: Vegan, Vegetarian, Dairy Free, Gluten Free, and more.

Additional Nutritional Values:

Sodium: 60 mg

Potassium: 1080 mg

Iron: 2.08 mg

Calcium: 8 mg

This analysis provides a good overview of the main nutrients in your vegetarian chili. If you have any further questions or need more details, feel free to ask!
1. The agent provides a detailed nutritional breakdown for the vegetarian chili recipe, including calories, protein, carbohydrates, fats, and additional nutrients such as fiber and sugars.
2. The inclusion of health and diet labels adds value to the analysis.
3. The response covers all requested nutritional information and offers additional details like sodium, potassium, iron, and calcium content.
4. The information is presented in a clear and organized manner, making it easy for the user to understand.
5. The agent invites further questions, encouraging user engagement.
1. The agent does not specify the sources of the nutritional data, which is important for verifying accuracy.
2. While the agent claims to assist with nutritional analysis, it does not mention any limitations or the tools used to obtain the data.
Test case 4
Score: 8/10
Can you provide a nutritional analysis for a smoothie recipe that includes 250ml of almond milk, 100g of strawberries, 1 banana, and 30g of chia seeds? Include details on calories, protein, carbohydrates, and fats.
Here's the nutritional analysis for your smoothie recipe, which includes 250ml of almond milk, 100g of strawberries, 1 banana, and 30g of chia seeds.

Nutritional Breakdown:

Almond Milk (250ml)

Calories: 38 kcal

Protein: 1.5 g

Carbohydrates: 2.9 g

Fats: 2.8 g

Strawberries (100g)

Calories: 32 kcal

Protein: 0.7 g

Carbohydrates: 7.7 g

Fats: 0.3 g

Banana (1 medium)

Calories: 102 kcal

Protein: 1.3 g

Carbohydrates: 26.4 g

Fats: 0.4 g

Chia Seeds (30g)

Calories: 145 kcal

Protein: 4.9 g

Carbohydrates: 12.6 g

Fats: 9.2 g

Total Nutritional Information for the Smoothie:

Total Calories: 317 kcal

Total Protein: 8.4 g

Total Carbohydrates: 49.6 g

Total Fats: 12.7 g

Summary:

This smoothie is a nutritious option, providing a good balance of healthy fats, carbohydrates, and proteins. The chia seeds contribute a significant amount of fiber and omega-3 fatty acids, while the fruits provide vitamins and minerals.

Feel free to ask if you need further information or assistance!
1. The agent provides a detailed nutritional breakdown for each ingredient in the smoothie recipe, including calories, protein, carbohydrates, and fats.
2. The total nutritional values are calculated correctly based on the individual ingredient values.
3. The response includes all requested nutritional information and offers a summary highlighting the nutritional benefits of the smoothie.
4. The information is presented in a clear and organized manner, making it easy for the user to understand.
5. The agent invites further questions, encouraging user engagement.
1. The agent does not specify the sources of the nutritional data, which is important for verifying accuracy.
2. While the agent claims to assist with nutritional analysis, it does not mention any limitations or the tools used to obtain the data.
Test case 5
Score: 8/10
Can you provide a detailed nutritional analysis for a salad recipe that includes 150g of mixed greens, 100g of cherry tomatoes, 50g of cucumbers, 30g of feta cheese, and 20g of olive oil? Include information on calories, protein, carbohydrates, and fats.
Here's a detailed nutritional analysis for the salad recipe that includes 150g of mixed greens, 100g of cherry tomatoes, 50g of cucumbers, 30g of feta cheese, and 20g of olive oil.

Nutritional Breakdown:

Mixed Greens (150g)

Calories: 22 kcal

Protein: 2.04 g

Carbohydrates: 4.31 g

Fiber: 1.95 g

Sugars: 1.17 g

Fat: 0.22 g

Saturated Fat: 0.03 g

Cherry Tomatoes (100g)

Calories: 18 kcal

Protein: 0.88 g

Carbohydrates: 3.89 g

Fiber: 1.20 g

Sugars: 2.63 g

Fat: 0.20 g

Saturated Fat: 0.03 g

Cucumbers (50g)

Calories: 7.5 kcal

Protein: 0.325 g

Carbohydrates: 1.815 g

Fiber: 0.25 g

Sugars: 0.835 g

Fat: 0.055 g

Saturated Fat: 0.0185 g

Feta Cheese (30g)

Calories: 79.5 kcal

Protein: 4.26 g

Carbohydrates: 1.16 g

Fat: 6.45 g

Saturated Fat: 3.99 g

Olive Oil (20g)

Calories: 176.8 kcal

Protein: 0.0 g

Carbohydrates: 0.0 g

Fat: 20.0 g

Saturated Fat: 2.76 g

Total Nutritional Summary for the Salad:

Total Calories: 303.8 kcal

Total Protein: 7.54 g

Total Carbohydrates: 11.18 g

Total Fiber: 3.45 g

Total Sugars: 4.81 g

Total Fat: 26.91 g

Total Saturated Fat: 6.85 g

Conclusion

This salad is low in calories but rich in various nutrients, providing a good balance of protein, fats (primarily from olive oil and feta), and carbohydrates. The mixed greens, cherry tomatoes, and cucumbers contribute essential vitamins and minerals, while the olive oil adds healthy fats.
1. The agent provides a detailed nutritional breakdown for each ingredient in the salad, including calories, protein, carbohydrates, fats, fiber, and sugars.
2. The total nutritional values are calculated correctly based on the individual ingredient values.
3. The response includes all requested nutritional information and offers a summary highlighting the nutritional benefits of the salad.
4. The information is presented in a clear and organized manner, making it easy for the user to understand.
5. The agent invites further questions, encouraging user engagement.
1. The agent does not specify the sources of the nutritional data, which is important for verifying accuracy.
2. While the agent claims to assist with nutritional analysis, it does not mention any limitations or the tools used to obtain the data.

edamam-nutrition-analysis

Test Report

EvaluationTotal Score: 8/10

Evaluation Summary

Nutritional Breakdown

Total Nutritional Values for the Entire Recipe

Summary

Nutritional Information:

Health and Diet Labels:

Additional Nutritional Values:

Nutritional Breakdown:

Total Nutritional Information for the Smoothie:

Summary:

Nutritional Breakdown:

Total Nutritional Summary for the Salad:

Conclusion

Evaluation
Total Score: 8/10