chatmcp/mcp-server-chatsum

AI Evaluation Report

Total Score: 6/10

The agent demonstrates the ability to query chat messages based on specific parameters such as chat room names and talker names. It provides structured and clear responses, including message content, timestamps, and room information. However, a significant limitation is the outdated nature of the messages, which are from January 1, 2022, despite the current date being September 4, 2025. This affects the relevance and usefulness of the information provided. Additionally, timestamps are sometimes presented in Unix format, which may not be user-friendly. The agent's responses would benefit from including more recent data and converting timestamps to a human-readable format. Despite these issues, the agent accurately executes queries and provides clear answers, indicating a strong understanding of its capabilities.

• Test case 1

  Score: 4/10

  Query all chat messages

  Here are the recent chat messages from the server:

  General Room Messages:

  1. Alice: "Hello everyone! How is everyone doing today?"
     Time: 2022-01-01 00:00:00 UTC

  2. Bob: "Hi Alice! I am doing great, thanks for asking."
     Time: 2022-01-01 00:01:00 UTC

  3. Alice: "I agree! The future looks very promising."
     Time: 2022-01-01 00:04:00 UTC

  4. Bob: "What are your thoughts on the ethical implications?"
     Time: 2022-01-01 00:05:00 UTC

  Random Room Messages:

  1. Alice: "Did anyone see the latest news about AI developments?"
     Time: 2022-01-01 00:06:00 UTC

  2. Bob: "Yes! The progress in language models is amazing."
     Time: 2022-01-01 00:07:00 UTC

  3. Alice: "That is a very important topic to discuss."
     Time: 2022-01-01 00:08:00 UTC

  4. Bob: "We should definitely have more conversations about this."
     Time: 2022-01-01 00:09:00 UTC

  These messages reflect discussions about AI developments and general conversations among users. If you need further details or specific messages, feel free to ask!

• Test case 2

  Score: 7/10

  Query all messages from the 'general' chat room

  Here are the messages from the 'general' chat room:

  1. Alice:
     "Hello everyone! How is everyone doing today?"
     (Timestamp: 1640995200)

  2. Bob:
     "Hi Alice! I am doing great, thanks for asking."
     (Timestamp: 1640995260)

  3. Alice:
     "I agree! The future looks very promising."
     (Timestamp: 1640995440)

  4. Bob:
     "What are your thoughts on the ethical implications?"
     (Timestamp: 1640995500)

  Feel free to ask if you need more specific information or further assistance!

• Test case 3

  Score: 5/10

  Query all messages sent by user 'Alice'

  Here are the messages sent by user Alice:

  1. Message ID: msg_001
     Room: General
     Timestamp: January 1, 2022, 12:00 PM UTC
     Content: "Hello everyone! How is everyone doing today?"

  2. Message ID: msg_003
     Room: Random
     Timestamp: January 1, 2022, 11:42 AM UTC
     Content: "Did anyone see the latest news about AI developments?"

  3. Message ID: msg_005
     Room: General
     Timestamp: January 1, 2022, 11:44 AM UTC
     Content: "I agree! The future looks very promising."

  4. Message ID: msg_007
     Room: Random
     Timestamp: January 1, 2022, 11:46 AM UTC
     Content: "That is a very important topic to discuss."

  If you need further details or specific information about any of these messages, feel free to ask!

• Test case 4

  Score: 4/10

  Query messages from both 'general' and 'random' chat rooms

  Here are the recent messages from both the 'general' and 'random' chat rooms:

  General Chat Room Messages

  1. Alice: Hello everyone! How is everyone doing today?

     • Timestamp: 1640995200

  2. Bob: Hi Alice! I am doing great, thanks for asking.

     • Timestamp: 1640995260

  3. Alice: I agree! The future looks very promising.

     • Timestamp: 1640995440

  4. Bob: What are your thoughts on the ethical implications?

     • Timestamp: 1640995500

  Random Chat Room Messages

  1. Alice: Did anyone see the latest news about AI developments?

     • Timestamp: 1640995320

  2. Bob: Yes! The progress in language models is amazing.

     • Timestamp: 1640995380

  3. Alice: That is a very important topic to discuss.

     • Timestamp: 1640995560

  4. Bob: We should definitely have more conversations about this.

     • Timestamp: 1640995620

  If you need more details or further information, feel free to ask!

• Test case 5

  Score: 9/10

  Query messages from 'Alice' in the 'general' room, maximum 10 records

  It appears that there are no messages from 'Alice' in the 'general' room. If you need assistance with anything else or want to search for messages from a different user or room, feel free to let me know!