just-prompt

disler/just-prompt

4.2

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Just Prompt is a lightweight MCP server providing a unified interface to various LLM providers.

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MCPHub score:4.19

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AI Evaluation Report
Total Score: 7/10

The agent demonstrates a strong capability in analyzing complex economic scenarios using multiple language models, as evidenced by the detailed and comprehensive responses provided in some instances. The agent effectively identifies key impacts and provides well-structured analyses, showcasing its ability to leverage the strengths of different models for a nuanced understanding. However, the agent also encounters significant limitations, particularly with tool malfunctions and authentication issues, which prevent it from consistently delivering valid responses. These technical issues hinder the agent's reliability and reduce its overall effectiveness. Despite these challenges, when functioning correctly, the agent provides valuable insights and fulfills its intended purpose well.

  • Test case 1
    Score: 2/10
    Perform the operation of sending the prompt 'Analyze the impact of climate change on global agriculture' to multiple language models simultaneously and provide a comparative analysis of their responses.

    No valid answer is generated due to tool malfunction. The tool failed to retrieve a response due to an authentication error with one of the language models, indicating a malfunction or configuration issue with the tool.

  • Test case 2
    Score: 2/10
    Perform the operation of sending the prompt 'Evaluate the economic implications of the recent trade agreements between the United States and China' to multiple language models simultaneously and provide a comparative analysis of their responses.

    No valid answer is generated due to tool malfunction. The tool output indicates a failure due to authentication issues with one of the models (Anthropic). This is not due to invalid task input.

  • Test case 3
    Score: 8/10
    Perform the operation of sending the prompt 'Analyze the economic impact of the recent removal of the duty-free exemption for small international packages entering the U.S.' to multiple language models simultaneously and provide a comparative analysis of their responses.

    The analysis of the economic impact of the recent removal of the duty-free exemption for small international packages entering the U.S. produced responses from two different models, each offering unique insights:

    Model: GPT-4

    • Consumer Costs:
      • Increased Costs: Consumers will face higher prices for imported goods that were previously exempt from duties, which might deter small international purchases.
      • Shift in Consumption: Consumers may gravitate towards domestic products or larger international purchases to mitigate shipping and duty costs.
    • Impact on E-commerce:
      • Small Retailers: Independent sellers relying on duty-free imports may struggle to maintain competitive pricing, potentially leading to higher prices or reduced profit margins.
      • Cross-Border E-commerce: The added costs may discourage cross-border shopping, impacting international sellers targeting U.S. consumers.
    • Government Revenue:
      • Increased Revenue: The policy change is expected to increase import duty revenue, benefiting the federal budget.
      • Administrative Costs: Increased revenue could be offset by the higher administrative costs associated with processing more packages.
    • Domestic Businesses:
      • Competitive Advantage: U.S. businesses might benefit as imported goods become pricier, encouraging domestic production.
      • Supply Chain Adjustments: Businesses may need to reevaluate their supply chains to adapt to new costs.
    • Global Trade Relations:
      • Trade Tensions: This could lead to tensions with exporting countries, potentially causing retaliatory measures.
      • Compliance: International sellers will need to adjust their operations to comply with new regulations.
    • Macroeconomic Effects:
      • Inflationary Pressures: Higher costs could contribute to inflation.
      • Consumer Behavior: Changes in consumer spending could impact overall economic activity.

    Model: GPT-3.5

    • Increased Costs for Consumers: Consumers will now pay duties and taxes on small international packages, raising costs and potentially reducing spending on these goods.
    • Impact on Businesses: Businesses selling small international packages may see decreased sales due to higher consumer costs, potentially resulting in lower revenue and job losses.
    • Potential for Increased Government Revenue: The removal of the exemption may increase government revenue through duty collection, potentially funding other initiatives. Overall, both models highlight the significant implications of removing the duty-free exemption, noting increased costs for consumers and potential challenges for businesses, while also recognizing the upside in terms of increased government revenue. The overall effects will depend on how consumers and businesses adapt to these changes.
  • Test case 4
    Score: 9/10
    Perform the operation of sending the prompt 'Analyze the impact of the recent removal of the duty-free exemption for small international packages entering the U.S.' to multiple language models simultaneously and provide a comparative analysis of their responses.

    The analysis of the impact of the recent removal of the duty-free exemption for small international packages entering the U.S. yielded the following insights:

    Key Impacts:

    1. Increased Prices for Consumers:
      • Consumers may see a rise in prices for goods previously purchased from international sellers without import taxes. The removal of the exemption means these packages will now incur duty fees, often passed on to consumers.
    2. Impact on E-commerce and SMEs (Small and Medium Enterprises):
      • Small businesses sourcing products internationally may face increased operational costs, affecting profitability and competitiveness. This change could be particularly challenging for smaller enterprises lacking the capacity to absorb these costs.
    3. Potential Boost for Domestic Manufacturers:
      • The removal of the exemption could enhance competitiveness for domestic manufacturers as imported goods become pricier, possibly leading to increased sales for U.S.-produced goods.
    4. Increase in Customs Revenue:
      • The U.S. government may see an increase in customs duty revenue, which could be allocated towards public spending or other budgetary needs.
    5. Complexities in Logistics & Supply Chain:
      • Businesses will need to adapt their logistics and supply chain operations to manage additional processing times and potential delays due to duty processing.
    6. Potential Trade Escalations:
      • This change could lead to broader geopolitical implications, possibly escalating trade tensions if other countries view this as a protectionist move, which may result in retaliatory measures.

    Conclusion:

    The overall impact of the removal of the duty-free exemption is multifaceted, affecting consumer prices, e-commerce dynamics, domestic production competitiveness, and international trade relations. However, the responses from the Anthropic model were not available due to authentication issues. In summary, this policy shift could lead to various economic changes and challenges across different sectors.

  • Test case 5
    Score: 6/10
    Perform the operation of sending the prompt 'Analyze the impact of the recent removal of the duty-free exemption for small international packages entering the U.S.' to multiple language models simultaneously and provide a comparative analysis of their responses.

    The removal of the duty-free exemption for small international packages entering the U.S. could have several significant impacts on consumers, businesses, and international trade dynamics. Here's an analysis of the potential effects:

    1. Impact on Consumers:
      • Cost Increase: U.S. consumers could see an increase in the cost of low-value goods purchased from international sellers, as these items would now be subject to duties and possibly taxes.
      • Behavioral Change: The additional costs might lead consumers to reconsider making small purchases from international sellers, potentially driving them towards domestic alternatives if they become more competitively priced.
    2. Impact on Small Businesses and E-commerce:
      • Additional Costs and Complexity: Small businesses that rely on importing low-value items might face higher costs and administrative burdens due to the need to declare and pay duties on products that previously entered duty-free.
      • Supply Chain Adjustments: These businesses may need to adjust their supply chains, possibly re-negotiating with international suppliers or finding domestic substitutes to maintain price competitiveness.
      • Competitive Advantage for Domestic Sellers: Domestic e-commerce platforms and retailers could benefit as they gain a relative price advantage over international sellers who now face higher import duties.
    3. Impact on International Sellers:
      • Reduced U.S. Market Viability: International sellers, particularly those that specialize in low-cost goods, might find the U.S. market less attractive due to decreased competitiveness and increased overhead associated with navigating U.S. customs duties.
      • Potential Decline in Sales: As U.S. consumers face higher prices, international sellers might experience a decline in orders.
    4. Impact on Government Revenue:
      • Increased Revenue Collection: The removal of the duty-free threshold could lead to increased revenue from import duties, which might be part of the government's strategy to offset trade deficits or fund specific initiatives.
    5. Administrative and Operational Challenges:
      • Increased Customs Processing: The change might lead to increased processing times at customs, as a larger volume of small packages would require assessment, potentially leading to delays.
      • Infrastructure and Resource Strain: Customs agencies might need to invest in additional resources or technological solutions to handle the increased workload efficiently.
    6. Broader Economic Impacts:
      • Inflationary Pressures: The increase in import costs could contribute to inflationary pressures, as businesses pass on the additional costs to consumers.
      • Trade Relationships: This policy change might be perceived as a protectionist measure, potentially impacting trade relationships with countries that export a significant volume of low-value goods to the U.S. Overall, while the policy change might increase government revenue and benefit domestic sellers, it could lead to higher costs for consumers, operational challenges for businesses and customs agencies, and potentially strain international trade relationships. The full impact would depend on the specifics of the policy implementation and the responses from both businesses and consumers.