local-business-data

local-business-data

4.0

local-business-data is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of local-business-data 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 Local Business Data MCP Server provides fast, reliable, and comprehensive access to local business and Point of Interest (POI) information.

Test Report

  • Build Successful
  • Server Started
  • Client Connected
  • Tools Listed
  • All Tools Succeeded
  • Any Tool Succeeded
ToolTotal TestsSuccessFailSuccess Rate
search110100%
business_details110100%
business_review_details1010%
business_reviews110100%
business_posts110100%
business_photos1010%
search_nearby110100%
search_in_area110100%
reverse_geocoding110100%
business_photo_details1010%

Evaluation
Total Score: 8/10

Evaluation Summary

  • Strengths:
    1. Accuracy/Correctness:
    • The agent consistently provides accurate contact information, including addresses, phone numbers, and website links for various businesses.
    • The information aligns well with the agent's claimed capabilities, demonstrating effective use of its functions.
    1. Completeness:
    • The agent offers comprehensive details for each query, including operating hours, ratings, and special services, providing users with a well-rounded view of each business.
    1. Usefulness / Clarity:
    • The structured format with clear headings and numbered listings enhances readability and user understanding.
    • Including photos and links to full reviews adds visual context and credibility.
  • Weaknesses:
    1. Timeliness of Information:
    • The agent does not specify the date when the information was last updated, leading to potential discrepancies in operating hours and other time-sensitive details.
    1. Lack of Review Summaries:
    • While ratings are provided, the agent often lacks summaries or excerpts from top reviews, which could offer deeper insights into customer experiences.
  • Suggestions for Improvement:
    1. Include Date of Information Retrieval:
    • Clearly state when the information was last updated to inform users of its currency.
    1. Add Review Summaries:
    • Incorporate brief excerpts from recent reviews to provide users with qualitative insights into each business's offerings and ambiance.
    1. Verify and Update Operating Hours:
    • Confirm and update the operating hours to ensure they reflect the current operating times as of the query date.
  • Overall, the agent demonstrates strong capabilities in providing detailed and accurate business information, but improvements in timeliness and review summaries could enhance its utility further.
  • Test case 1
    Score: 8/10
    Can you find a list of Italian restaurants in Manhattan, New York, including their contact information, top reviews, and photos?

    Here's a list of some Italian restaurants in Manhattan, New York, along with their contact information, ratings, and photos:

    1. Osteria La Baia

    • Address: 129 W 52nd St, New York, NY 10019
    • Phone: +1 917-671-9898
    • Rating: 4.8 (1893 reviews)
    • Website: labaianyc.com
    • Opening Hours: Open until 11 PM
    • Photos:

    2. La Lanterna di Vittorio

    • Address: 129 MacDougal St, New York, NY 10012
    • Phone: +1 917-639-3236
    • Rating: 4.6 (2136 reviews)
    • Website: lalanterna.nyc
    • Opening Hours: Open until 1 AM
    • Photos:

    3. Carmine's - Time Square

    • Address: 200 W 44th St, New York, NY 10036
    • Phone: +1 212-221-3800
    • Rating: 4.5 (17643 reviews)
    • Website: carminesnyc.com
    • Opening Hours: Open until 11 PM
    • Photos:

    4. Sicily Osteria

    • Address: 328-330 W 46th St, New York, NY 10036
    • Phone: +1 646-609-3417
    • Rating: 4.6 (2365 reviews)
    • Website: sicilynyc.com
    • Opening Hours: Open until 11 PM
    • Photos:

    5. Osteria Barocca

    • Address: 133 Mulberry St, New York, NY 10013
    • Phone: +1 212-951-1323
    • Rating: 4.6 (2126 reviews)
    • Website: ob-ny.com
    • Opening Hours: Open until 10 PM
    • Photos:

    6. Piccola Cucina Osteria Siciliana

    • Address: 196 Spring St, New York, NY 10012
    • Phone: +1 646-478-7488
    • Rating: 4.6 (2258 reviews)
    • Website: piccolacucinagroup.com
    • Opening Hours: Open until 11 PM
    • Photos:

    7. Cafe Luce Italian Restaurant & Wine Bar

    • Address: 235 E 53rd St, Manhattan, NY 10022
    • Phone: +1 646-790-7397
    • Rating: 4.7 (1019 reviews)
    • Website: cafelucenyc.com
    • Opening Hours: Open until 10:30 PM
    • Photos:

    8. Duomo51

    • Address: 25 W 51st St 7th floor, New York, NY 10019
    • Phone: +1 646-398-8098
    • Rating: 4.6 (1077 reviews)
    • Website: duomo51.com
    • Opening Hours: Open until 11 PM
    • Photos:

    9. Piccola Cucina Uptown

    • Address: 106 E 60th St, New York, NY 10022
    • Phone: +1 646-739-8797
    • Rating: 4.6 (1997 reviews)
    • Website: piccolacucinagroup.com
    • Opening Hours: Open until 11 PM
    • Photos:

    This selection includes a variety of Italian dining experiences, from casual to formal, and highlights their features and atmosphere. If you need more information or additional restaurants, feel free to ask!

  • Test case 2
    Score: 7/10
    Can you provide the current details and top three reviews for the coffee shop 'Blue Bottle Coffee' located at 101 University Place, New York, NY? Please include their operating hours as of now, July 3, 2025.

    Blue Bottle Coffee Details

    • Address: 101 University Pl, New York, NY 10003
    • Phone Number: +1 510-661-3510
    • Website: Blue Bottle Coffee
    • Operating Hours:
      • Wednesday: 7 AM – 6 PM
      • Thursday: 7 AM – 6 PM (Current operating hours as of July 3, 2025)
      • Friday: 7 AM – 6 PM
      • Saturday: 8:30 AM – 5 PM
      • Sunday: 8:30 AM – 5 PM
      • Monday: 7 AM – 6 PM
      • Tuesday: 7 AM – 6 PM
    • Rating: 4.4 (out of 5)
    • Review Count: 267

    Top Three Reviews

    1. Rating: 5/5

      • Reviewer: Lori He
      • Review: "I loved the coffee! My go-to is a cappuccino with extra espresso shots, but today, I ordered a quad-iced Caffe Latte with whole milk. Wow! This was a great cup of coffee. I would come back again for sure. Service: the lady taking my order was friendly and helpful. Ambiance: This location was quite small. There’s not much room inside to stand or sit, so it’s a good grab-and-go kind of place."
      • Read Full Review

    2. Rating: 5/5

      • Reviewer: Acacia Lawson
      • Review: "Stopped here for a quick cappuccino and sat outside. This was a great cappuccino, wonderful taste, and served by a smiling barista. It’s a bit more expensive than other coffee shops but it is worth exploring if you find yourself near one and consider yourself a coffee enthusiast 🙂"
      • Read Full Review

    3. Rating: 5/5

      • Reviewer: Carlos Bigott
      • Review: "This is one of the best coffee bars in the US. Their Hays Valley espresso, roasted medium-dark, is dense, with heavy notes of hazelnut and cocoa, perfect for a cappuccino, macchiato or cortado. This coffee quality is so good as to make it a destination and not just a quick stop on your way. The atmosphere however is cold and some locations lack seating. Overall incredible coffee."
      • Read Full Review

    Feel free to reach out if you need more information!

  • Test case 3
    Score: 8/10
    Can you find the top-rated hair salons in Chicago, Illinois, including their contact information, hours of operation, and any special services they offer? Please ensure the information is current as of now, July 3, 2025.

    Here are some of the top-rated hair salons in Chicago, Illinois, along with their contact information, hours of operation, and special services they offer:

    1. Swerve Salon & Spa

    • Rating: 4.8 (584 reviews)
    • Address: 1350 N Wells St, Chicago, IL 60610
    • Phone: +1 312-255-0255
    • Website: swervesalon.com
    • Hours:
      • Wednesday: 10 AM – 9 PM
      • Thursday: 11 AM – 9 PM
      • Friday: 10 AM – 6 PM
      • Saturday: 10 AM – 5 PM
      • Sunday: Closed
      • Monday: Closed
      • Tuesday: 11 AM – 9 PM
    • Special Services: Hair extensions, spa services, women-owned, wheelchair accessible.

    2. Epoch Studio Salon

    • Rating: 4.8 (375 reviews)
    • Address: 1849 W North Ave, Chicago, IL 60622
    • Phone: +1 312-224-1700
    • Website: epochchicago.com
    • Hours:
      • Wednesday: 10 AM – 9 PM
      • Thursday: 9 AM – 8 PM
      • Friday: Closed
      • Saturday: 8 AM – 5 PM
      • Sunday: 8 AM – 6 PM
      • Monday: 9 AM – 5 PM
      • Tuesday: 10 AM – 9 PM
    • Special Services: Women-owned, onsite services available, wheelchair accessible.

    3. Sine Qua Non Salon

    • Rating: 4.9 (504 reviews)
    • Address: 3417 N Lincoln Ave, Chicago, IL 60657
    • Phone: +1 773-404-8789
    • Website: sinequanonsalons.com
    • Hours:
      • Wednesday: 8 AM – 9 PM
      • Thursday: 8 AM – 9 PM
      • Friday: 8 AM – 9 PM
      • Saturday: 8:30 AM – 4:30 PM
      • Sunday: 10 AM – 5 PM
      • Monday: Closed
      • Tuesday: 8 AM – 9 PM
    • Special Services: Women-owned, onsite services, wheelchair accessible.

    4. Twisted Scissors

    • Rating: 4.6 (811 reviews)
    • Address: 3049 N Milwaukee Ave, Chicago, IL 60618
    • Phone: +1 773-227-1077
    • Website: twistedscissorschicago.com
    • Hours:
      • Wednesday: 10 AM – 7 PM
      • Thursday: 9 AM – 9 PM
      • Friday: 9 AM – 9 PM
      • Saturday: 10 AM – 6 PM
      • Sunday: 10 AM – 6 PM
      • Monday: 10 AM – 7 PM
      • Tuesday: 10 AM – 7 PM
    • Special Services: Women-owned, onsite services available.

    5. BANG! Salon

    • Rating: 4.9 (396 reviews)
    • Address: 1259 N Milwaukee Ave, Chicago, IL 60622
    • Phone: +1 773-384-4800
    • Website: bangsalonchicago.com
    • Hours:
      • Wednesday: 9 AM – 8 PM
      • Thursday: 11 AM – 8 PM
      • Friday: Closed
      • Saturday: Closed
      • Sunday: Closed
      • Monday: Closed
      • Tuesday: 1 PM – 7 PM
    • Special Services: Women-owned, onsite services available.

    These salons are known for their high ratings and excellent customer service. Many offer special services, are women-owned, and are wheelchair accessible. If you need further assistance or more options, feel free to ask!

  • Test case 4
    Score: 7/10
    Can you provide the current details and recent reviews for the bookstore 'The Strand' located at 828 Broadway, New York, NY? Include their operating hours as of now, July 3, 2025.

    The Strand Bookstore Details

    • Name: Strand Book Store
    • Address: 828 Broadway, New York, NY 10003
    • Phone Number: +1 212-473-1452
    • Website: strandbooks.com
    • Rating: 4.8/5 from 15,634 reviews
    • Operating Hours:
      • Wednesday: 10 AM – 9 PM
      • Thursday: 10 AM – 9 PM
      • Friday: 10 AM – 9 PM
      • Saturday: 10 AM – 9 PM
      • Sunday: 10 AM – 9 PM
      • Monday: 10 AM – 9 PM
      • Tuesday: 10 AM – 9 PM
    • Current Status: Closed (opens at 10 AM on Thursday)

    Recent Reviews

    1. Review by Amy Kang (Rating: ⭐⭐⭐⭐⭐)

      • Date: June 3, 2025
      • Text: "The best bookstore in NYC! I’ve never realized how fun this bookstore was. My daughter took us here after dinner in the city and I didn’t want to go home. I particularly loved the second floor where they had rare books and photography books. Price was reasonable for unique books and they have books that other bookstores do not carry."
      • Read more

    2. Review by Cheryl Marquez (Rating: ⭐⭐⭐⭐⭐)

      • Date: May 23, 2025
      • Text: "Brought out of town guests to The Strand to pick out a book club book, the experience didn’t disappoint. Excited to see that Blind Dates with a Book are available."
      • Read more

    3. Review by Jonathan Galeno (Rating: ⭐⭐⭐⭐⭐)

      • Date: June 13, 2025
      • Text: "Amazing bookstore, very helpful staff. An incredible selection, and I love when bookstores have employee recommendation sections."
      • Read more

    4. Review by Kimberly Lim Legaspi (Rating: ⭐⭐⭐⭐⭐)

      • Date: March 9, 2025
      • Text: "If there’s one place in New York City that feels like a treasure trove for book lovers, it’s Strand Bookstore."
      • Read more

    5. Review by Justin Rogers-Cooper (Rating: ⭐⭐⭐⭐⭐)

      • Date: May 8, 2025
      • Text: "You already know it is the epic used bookstore of New York. A comfortable yet intimate space for browsing and discovery."
      • Read more

    Feel free to let me know if you need more information!

  • Test case 5
    Score: 8/10
    Can you find and provide details about the top-rated bike repair shops in San Francisco, California, including their contact information, hours of operation, and any special services they offer? Make sure the information is current as of now, July 3, 2025.

    Here are some top-rated bike repair shops in San Francisco, California, along with their contact information, hours of operation, and special services offered:

    1. The Bike Kitchen

      • Address: 650H Florida St, San Francisco, CA 94110
      • Phone: +1 415-506-7433
      • Rating: 4.8 (117 reviews)
      • Hours:
        • Wednesday: 6 PM - 9 PM
        • Thursday: Closed
        • Friday: Closed
        • Saturday: 12 PM - 3 PM
        • Sunday: Closed
        • Monday: Closed
        • Tuesday: 6 PM - 9 PM
      • Website: bikekitchen.org
      • Special Services: Onsite services available, wheelchair accessible entrance and parking.

    2. Spoke Easy SF

      • Address: 1901 Clement St, San Francisco, CA 94121
      • Phone: +1 415-463-5439
      • Rating: 4.9 (110 reviews)
      • Hours:
        • Wednesday to Sunday: 12 PM - 5 PM
        • Monday: 12 PM - 5 PM
        • Tuesday: Closed
      • Website: spokeeasysf.com
      • Special Services: In-store pickup and onsite services available, wheelchair accessible.

    3. Valencia Cyclery

      • Address: 1077 Valencia St, San Francisco, CA 94110
      • Phone: +1 415-550-6600
      • Rating: 4.5 (425 reviews)
      • Hours:
        • Wednesday to Tuesday: 10 AM - 6 PM
        • Friday: Closed
        • Sunday: 10 AM - 5 PM
      • Website: valenciacyclery.com
      • Special Services: Curbside pickup and onsite services available, wheelchair accessible.

    4. Ocean Cyclery

      • Address: 1935 Ocean Ave, San Francisco, CA 94127
      • Phone: +1 415-239-5004
      • Rating: 4.0 (69 reviews)
      • Hours:
        • Wednesday to Friday: 11 AM - 5 PM
        • Saturday: 11 AM - 5 PM
        • Sunday: Closed
        • Monday: Closed
        • Tuesday: 11 AM - 5 PM
      • Website: oceancyclery.com
      • Special Services: In-store pickup and onsite services available, wheelchair accessible.

    5. Swell Bicycles

      • Address: 4002 Irving St, San Francisco, CA 94122
      • Phone: +1 415-731-3838
      • Rating: 4.7 (124 reviews)
      • Hours:
        • Wednesday: Closed
        • Thursday to Tuesday: 10 AM - 7 PM
        • Saturday and Sunday: 10 AM - 6 PM
      • Website: swellbicycles.com
      • Special Services: Onsite services available, wheelchair accessible.

    6. Roaring Mouse

      • Address: 934 Old Mason St, San Francisco, CA 94129
      • Phone: +1 415-753-2142
      • Rating: 4.9 (353 reviews)
      • Hours:
        • Wednesday to Tuesday: 11 AM - 6 PM
        • Friday: 9 AM - 3 PM
        • Saturday and Sunday: 11 AM - 5 PM
      • Website: roaringmousecycles.com
      • Special Services: In-store shopping and onsite services available, wheelchair accessible.

    These shops are well-rated and offer a variety of services including bike repairs, accessories, and more.