redfin-com-data
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The Redfin-Com-Data MCP Server provides an unofficial interface to access real-time real estate data from Redfin.com.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
properties_get_listingid | 1 | 1 | 0 | 100% |
properties_extra_info | 1 | 1 | 0 | 100% |
properties_search_by_url | 1 | 0 | 1 | 0% |
properties_search_sale | 1 | 1 | 0 | 100% |
properties_search_rent | 1 | 1 | 0 | 100% |
properties_detail_by_url | 1 | 0 | 1 | 0% |
properties_auto_complete | 1 | 1 | 0 | 100% |
properties_details | 1 | 0 | 1 | 0% |
properties_walk_score | 1 | 1 | 0 | 100% |
properties_main_info | 1 | 1 | 0 | 100% |
EvaluationTotal Score: 6/10
Evaluation Summary
- Strengths:
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- Property Search and Details:
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- The agent effectively provides detailed property information, including price, location, features, and additional data like walk scores and flood risk. This aligns well with its claimed capabilities.
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- The inclusion of images and hyperlinks enhances the user experience and allows for easy verification of information.
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- Mortgage Calculations:
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- The agent demonstrates a clear understanding of mortgage calculations, breaking down the components and providing a step-by-step explanation.
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- Clarity and Organization:
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- Responses are generally well-organized, with clear headings and structured information, making it easy for users to follow and understand.
- Weaknesses:
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- Market Insights and Agent Information:
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- The agent struggles to provide current market trends, insights, and detailed real estate agent information, indicating limitations in data retrieval capabilities.
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- Time Relevance and Source Verification:
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- The agent often omits the retrieval date for property information, which is crucial for ensuring data accuracy in a rapidly changing market.
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- Lack of direct links to data sources like Redfin for verification and additional details.
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- Inconsistencies in Data Retrieval:
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- There are inconsistencies in the agent's ability to retrieve specific data, such as market trends and detailed agent information, which affects the overall reliability.
- Suggestions for Improvement:
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- Enhance Data Retrieval Capabilities:
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- Improve access to real-time market data and detailed agent information to fulfill user requests more effectively.
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- Include Retrieval Dates and Source Links:
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- Always provide the date of data retrieval and include direct links to sources for verification and additional information.
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- Expand Market Insights:
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- Develop capabilities to provide comprehensive market insights and forecasts to better serve users seeking investment advice.
- Final Score:
- Considering the strengths in property search and mortgage calculations, but acknowledging the weaknesses in market insights and data verification, the agent merits a score of 6 out of 10.
Test case 1
Score: 8/10Can you find and provide details for properties for sale in Seattle, WA, with a price range of $500,000 to $700,000, at least 3 bedrooms, and provide their walk scores and flood risk information?Here are the details of the properties for sale in Seattle, WA, within your specified criteria of a price range of $500,000 to $700,000 and at least 3 bedrooms:
1. Property Details
- Address: 7525 28th Ave SW, Seattle, WA 98126
- Price: $675,000
- Bedrooms: 4
- Bathrooms: 1.75
- Square Footage: 1880 sqft
- Build Year: 1953
- Walk Score: 46 - Car-Dependent
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
2. Property Details
- Address: 14539 32nd Ave NE, Shoreline, WA 98155
- Price: $649,900
- Bedrooms: 3
- Bathrooms: 2.5
- Square Footage: 1570 sqft
- Build Year: 2010
- Walk Score: 69 - Somewhat Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
3. Property Details
- Address: 3253 SW Raymond St, Seattle, WA 98126
- Price: $699,000
- Bedrooms: 3
- Bathrooms: 3.25
- Square Footage: 1570 sqft
- Build Year: 2006
- Walk Score: 64 - Somewhat Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
4. Property Details
- Address: 7162 Shinkle Pl SW #64, Seattle, WA 98106
- Price: $640,000
- Bedrooms: 3
- Bathrooms: 2.5
- Square Footage: 1690 sqft
- Build Year: 2014
- Walk Score: 73 - Very Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
5. Property Details
- Address: 6868 Holly Park Dr S, Seattle, WA 98118
- Price: $648,000
- Bedrooms: 3
- Bathrooms: 2.5
- Square Footage: 1820 sqft
- Build Year: 2006
- Walk Score: 73 - Very Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
6. Property Details
- Address: 3601 S Spokane St Unit 1-1, Seattle, WA 98144
- Price: $599,950
- Bedrooms: 4
- Bathrooms: 2.0
- Square Footage: 1367 sqft
- Build Year: 1999
- Walk Score: 67 - Somewhat Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
7. Property Details
- Address: 4216 30th Ave SW, Seattle, WA 98126
- Price: $675,000
- Bedrooms: 3
- Bathrooms: 1.75
- Square Footage: 1332 sqft
- Build Year: 2020
- Walk Score: 72 - Very Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
8. Property Details
- Address: 118 N 104th St Unit A, Seattle, WA 98133
- Price: $655,000
- Bedrooms: 3
- Bathrooms: 3.0
- Square Footage: 1260 sqft
- Build Year: 2005
- Walk Score: 84 - Very Walkable
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
9. Property Details
- Address: 13909 4th Ave NE, Seattle, WA 98125
- Price: $599,950
- Bedrooms: 4
- Bathrooms: 1.75
- Square Footage: 1880 sqft
- Build Year: 1954
- Walk Score: 20 - Car-Dependent
- Flood Risk:
- FEMA Zone: X (unshaded)
- Flood Factor: Low
- Flood Info
These properties provide a variety of options within your specified criteria. Let me know if you need further assistance or more details on any specific property!
The agent provides detailed information for each property, including address, price, number of bedrooms and bathrooms, square footage, build year, walk score, and flood risk.
The inclusion of links to property listings, walk scores, and flood information adds credibility and allows for easy verification.
The response includes a comprehensive list of properties that meet the specified criteria.
Each property is accompanied by a photo, enhancing the user's understanding of the listings.
The agent effectively utilizes tools from the Redfin data server to provide property details, aligning with its described capabilities.
The information is well-organized, with each property clearly delineated.
The inclusion of hyperlinks and images enhances the clarity and usability of the response.
The response does not specify the date when the information was retrieved. Given that property listings can change rapidly, this omission could lead to potential inaccuracies.
Some properties listed are located in Shoreline, WA, which is a neighboring city to Seattle. While close, this may not align precisely with the user's request for properties specifically in Seattle, WA.
- Address: 7525 28th Ave SW, Seattle, WA 98126
Test case 2
Score: 2/10Can you provide the current market trends and insights for residential properties in Austin, TX, including any notable price drops, changes in popularity, and forecasted trends for the next 6 months?Failed to get an answer.
The agent acknowledges its inability to provide the requested information, which aligns with its described capabilities.
The agent fails to deliver any information regarding current market trends and insights for residential properties in Austin, TX.
The response lacks any data or analysis on notable price drops, changes in popularity, or forecasted trends for the next six months.
The response does not offer any alternative resources or suggestions for obtaining the requested information, leaving the user without guidance.
Test case 3
Score: 3/10Can you provide detailed information on the top 5 real estate agents in Miami, FL, including their contact information, areas of expertise, and recent sales performance within the last 3 months?It seems that I'm encountering difficulties in retrieving detailed information about real estate agents specifically in Miami, FL. However, I can provide you with a general overview of some potential agents in the Miami area, including their locations and general expertise.
Here are some suggestions of agent groups available in the Miami region:
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Miami-Dade County Agents
- Location: Miami-Dade County, FL, USA
- Expertise: General real estate services in the Miami-Dade area.
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Medley Agents
- Location: Medley, FL, USA
- Expertise: Local market knowledge in Medley and surrounding areas.
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Hialeah Agents
- Location: Hialeah, FL, USA
- Expertise: Specializing in properties within Hialeah.
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Homestead Agents
- Location: Homestead, FL, USA
- Expertise: Focused on the Homestead real estate market.
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Miami Agents
- Location: Miami, FL, USA
- Expertise: Comprehensive real estate services in Miami.
Next Steps
To get specific agent details, including individual contact information and recent sales performance, you may consider visiting real estate platforms such as Redfin, Zillow, or Realtor.com, where you can filter agents based on their performance metrics and areas of specialization.
If you need further assistance or specific information, feel free to ask!
The agent provides a general overview of real estate agent groups in the Miami area, including their locations and areas of expertise.
Suggestions to visit real estate platforms such as Redfin, Zillow, or Realtor.com for more detailed information are helpful.
The agent fails to provide specific details about individual real estate agents in Miami, FL, as requested.
The information about agent groups is too general and does not address the user's request for detailed information on the top 5 real estate agents.
The response lacks contact information, areas of expertise, and recent sales performance of individual agents within the last 3 months.
The agent's inability to retrieve detailed information about specific real estate agents in Miami, FL, indicates a limitation in its claimed capabilities.
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Test case 4
Score: 7/10Can you calculate the estimated monthly mortgage payment for a property in San Francisco, CA, priced at $1,200,000, with a 20% down payment, a 30-year fixed-rate mortgage, and an interest rate of 4.5%? Please include property taxes estimated at 1.2% of the property value and homeowners insurance estimated at $1,500 per year.To calculate the estimated monthly mortgage payment, we need to consider the following components:
- Loan Amount: This is the property price minus the down payment.
- Monthly Principal and Interest: This is calculated using the loan amount, interest rate, and loan term.
- Monthly Property Taxes: This is calculated as a percentage of the property value.
- Monthly Homeowners Insurance: This is a fixed annual amount divided by 12.
Let's break it down:
1. Loan Amount
- Property Price: $1,200,000
- Down Payment: 20% of $1,200,000 = $240,000
- Loan Amount: $1,200,000 - $240,000 = $960,000
2. Monthly Principal and Interest
- Interest Rate: 4.5% annually
- Loan Term: 30 years
- Monthly Interest Rate: 4.5% / 12 = 0.375% = 0.00375
- Number of Payments: 30 years * 12 months = 360
The formula for the monthly payment (M) is: [ M = \frac{P \times r \times (1 + r)^n}{(1 + r)^n - 1} ] Where:
- ( P ) = Loan Amount = $960,000
- ( r ) = Monthly Interest Rate = 0.00375
- ( n ) = Number of Payments = 360
3. Monthly Property Taxes
- Annual Property Taxes: 1.2% of $1,200,000 = $14,400
- Monthly Property Taxes: $14,400 / 12 = $1,200
4. Monthly Homeowners Insurance
- Annual Homeowners Insurance: $1,500
- Monthly Homeowners Insurance: $1,500 / 12 = $125
Calculation
Let's calculate the monthly principal and interest payment first, and then add the property taxes and insurance.
[ M = \frac{960,000 \times 0.00375 \times (1 + 0.00375)^{360}}{(1 + 0.00375)^{360} - 1} ]
Now, let's calculate this: The monthly principal and interest payment can be calculated using the formula:
[ M = \frac{960,000 \times 0.00375 \times (1 + 0.00375)^{360}}{(1 + 0.00375)^{360} - 1} ]
Let's compute this step by step:
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Calculate ((1 + 0.00375)^{360}): [ (1 + 0.00375)^{360} \approx 3.852 ]
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Calculate the numerator: [ 960,000 \times 0.00375 \times 3.852 \approx 13,860 ]
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Calculate the denominator: [ 3.852 - 1 = 2.852 ]
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Calculate the monthly principal and interest payment: [ M = \frac{13,860}{2.852} \approx 4,860 ]
Total Monthly Payment
Now, add the monthly property taxes and insurance:
- Monthly Principal and Interest: $4,860
- Monthly Property Taxes: $1,200
- Monthly Homeowners Insurance: $125
Total Estimated Monthly Payment: [ 4,860 + 1,200 + 125 = 6,185 ]
Therefore, the estimated monthly mortgage payment is approximately $6,185.
The agent correctly calculates the loan amount, monthly property taxes, and monthly homeowners insurance based on the provided inputs.
The formula for calculating the monthly principal and interest payment is accurately presented.
The response includes all necessary components for estimating the monthly mortgage payment: loan amount, principal and interest, property taxes, and homeowners insurance.
The breakdown of each component is clear and easy to follow, aiding the user's understanding of the calculation process.
The agent's calculation of the monthly principal and interest payment contains an error. The correct monthly payment should be approximately $4,860, not $4,860 as stated. This discrepancy affects the total estimated monthly payment.
The response does not specify the date when the information was retrieved. Given that interest rates and property tax rates can change over time, this omission could lead to potential inaccuracies.
Test case 5
Score: 7/10Can you provide a detailed comparison of two properties for sale in Boston, MA, including their main features, price, location advantages, and potential investment value over the next 5 years?To provide a detailed comparison of two properties for sale in Boston, MA, including their main features, price, location advantages, and potential investment value over the next 5 years, I will first need to find two properties currently listed for sale in Boston. Once I have the details of these properties, I can compare them based on the criteria you've mentioned.
Let's start by searching for properties for sale in Boston, MA.
Here are two properties currently for sale in Boston, MA that we can compare:
1. Property Overview: 6 Hayes Rd #16, Roslindale, MA 02131
- Price: $385,000
- Type: Condo
- Bedrooms: 2
- Bathrooms: 1
- Square Footage: 795 sq ft
- Year Built: 1964
- HOA Dues: $478/month
- Days on Market: 2
Main Features:
- Located in a residential area with nearby amenities.
- Recently listed, providing potential for appreciation.
- Moderate HOA fees which may cover maintenance and community amenities.
- Two bedrooms, making it suitable for small families or as a rental property.
Location Advantages:
- Roslindale is a family-friendly neighborhood known for its community feel.
- Close to parks and local shops.
- Access to public transportation for easy commuting.
2. Property Overview: 31 Division St #3, Chelsea, MA 02150
- Price: $449,900
- Type: Condo
- Bedrooms: 2
- Bathrooms: 1
- Square Footage: 600 sq ft
- Year Built: 1900
- HOA Dues: $144/month
- Days on Market: 7
Main Features:
- Offers a virtual tour option, enhancing the viewing experience.
- Located in Chelsea, which is rapidly developing and gentrifying.
- Lower HOA fees compared to the Roslindale property.
- Two bedrooms, suitable for small families or investors.
Location Advantages:
- Chelsea is experiencing growth and increased investment; great for resale value.
- Proximity to Boston offers excellent commuting options.
- Access to diverse dining options and cultural attractions.
Comparison Summary:
Feature 6 Hayes Rd #16 31 Division St #3 Price $385,000 $449,900 Square Footage 795 sq ft 600 sq ft HOA Dues $478/month $144/month Year Built 1964 1900 Days on Market 2 7 Location Roslindale Chelsea Community Features Family-friendly, parks nearby Gentrifying area, diverse dining Investment Potential Over the Next 5 Years:
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6 Hayes Rd #16: Given its lower price point and recent listing, there may be room for appreciation. However, the higher HOA fees could deter some buyers in the future.
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31 Division St #3: Chelsea's ongoing development and lower HOA fees make it a strong candidate for investment. The location near Boston increases its desirability, indicating potential for significant appreciation.
Conclusion:
Both properties have their unique advantages, but the choice may depend on your prioritiesâwhether you prefer the community feel of Roslindale or the growth potential in Chelsea. The Chelsea property may present a better investment opportunity in the long term due to its location and lower maintenance costs.
The agent provides detailed information about two properties, including price, type, bedrooms, bathrooms, square footage, year built, HOA dues, and days on market.
The descriptions of the neighborhoods (Roslindale and Chelsea) align with general knowledge about these areas.
The response includes a comprehensive comparison of the two properties, covering main features, location advantages, and potential investment value over the next 5 years.
A summary table is provided, facilitating an easy side-by-side comparison.
The information is well-organized, with clear headings and a summary table that enhances readability.
The inclusion of location advantages and investment potential offers valuable insights for potential buyers.
The response does not specify the date when the property information was retrieved. Given that property listings can change rapidly, this omission could lead to potential inaccuracies.
The agent claims to provide detailed property information using tools from the Redfin data server. However, the response lacks direct links to the property listings or references to Redfin data, which would enhance credibility and allow for easy verification.