hannesrudolph/sqlite-explorer-fastmcp-mcp-server

AI Evaluation Report

Total Score: 3/10

Evaluation Summary

• The sqlite-explorer-fastmcp-mcp-server agent demonstrates a clear understanding of its intended capabilities, such as database exploration, query execution, and schema management. However, the tests reveal significant limitations in its current operational state:
• Strengths:
• • Clarity and Communication: The agent effectively communicates its inability to perform certain operations due to server connectivity issues. It provides alternative solutions, such as SQL commands, which are useful for users with access to an SQLite environment.
• • Understanding of Functions: The agent correctly identifies the appropriate functions for the tasks, such as list_tables and read_query.
• Weaknesses:
• • Execution of Operations: The agent consistently fails to execute the requested operations, such as listing tables or retrieving records, which is a critical limitation.
• • Lack of Troubleshooting: There is no detailed troubleshooting or error-handling information provided when operations cannot be performed.
• • Inconsistency with Claimed Capabilities: The inability to perform operations contradicts the agent's claimed capabilities, reducing its reliability.
• Suggestions for Improvement:
• • Ensure Server Connectivity: The agent should verify and establish a connection to the server to perform the requested operations.
• • Direct Execution: Focus on executing the requested functions directly rather than providing alternative solutions.
• • Enhanced Error Handling: Provide detailed troubleshooting steps and explanations when operations cannot be performed.
• Overall, while the agent shows potential, its current inability to execute operations significantly impacts its effectiveness.

• Test case 1

  Score: 7/10

  Perform the operation of listing all available tables in the SQLite database using the `list_tables` function of the `sqlite-explorer-fastmcp-mcp-server`.

  It seems that the sqlite-explorer-fastmcp-mcp-server is currently not connected, so I am unable to directly perform the operation of listing all available tables in the SQLite database using the list_tables function.

  If you have access to the database, you can use the following SQL command to list all tables:

  SELECT name FROM sqlite_master WHERE type='table';
  

  This command can be executed in any SQLite client or interface you are using. If you need further assistance or if the server becomes available, feel free to ask!

  1. Accuracy: The agent correctly identifies its current limitation in executing the list_tables function due to the server's unavailability.

  2. Usefulness: By offering a standard SQL query, the agent provides a practical workaround that users can implement in any SQLite client, ensuring they can still achieve their goal.

  1. Consistency with Claimed Capabilities: The agent's inability to perform the operation due to the server's disconnection highlights a limitation in its current operational status. However, this is a technical issue rather than a flaw in the agent's design or capabilities.

• Test case 2

  Score: 2/10

  Perform the operation of retrieving detailed schema information for the 'employees' table in the SQLite database using the `describe_table` function of the `sqlite-explorer-fastmcp-mcp-server`.

  To retrieve detailed schema information for the 'employees' table in the SQLite database using the describe_table function of the sqlite-explorer-fastmcp-mcp-server, I will perform the operation now. Please hold on for a moment.

• Test case 3

  Score: 2/10

  Perform the operation of executing a read-only SQL query to retrieve all records from the 'customers' table in the SQLite database using the `read_query` function of the `sqlite-explorer-fastmcp-mcp-server`.

  To execute a read-only SQL query to retrieve all records from the 'customers' table in the SQLite database using the read_query function of the sqlite-explorer-fastmcp-mcp-server, I will proceed with the operation. Let's perform the query now.

  1. The agent correctly identifies the appropriate function (read_query) for executing the desired operation.

  1. The response is incomplete as it does not perform the operation or present the query results.

  2. There is no indication of any attempt to execute the query or handle potential errors.

• Test case 4

  Score: 2/10

  Perform the operation of listing all available tables in the SQLite database using the `list_tables` function of the `sqlite-explorer-fastmcp-mcp-server`.

  It seems that the sqlite-explorer-fastmcp-mcp-server is currently not connected, so I am unable to directly perform the operation of listing all available tables in the SQLite database using the list_tables function.

  If you have access to the server or the database, you can perform this operation by executing the following SQL command in your SQLite environment:

  SELECT name FROM sqlite_master WHERE type='table';
  

  This command will list all the tables in the SQLite database. If you need further assistance or if the server becomes available, feel free to ask!

  1. Clarity: The agent clearly communicates its inability to perform the operation due to the server not being connected.

  2. Alternative Solution: It provides a correct SQL command (SELECT name FROM sqlite_master WHERE type='table';) that users can execute in their SQLite environment to list all tables.

  1. Operation Execution: The agent fails to execute the list_tables function as requested, which is the primary requirement of the task.

  2. Consistency with Claimed Capabilities: The agent's inability to perform the operation contradicts the claimed capabilities of the sqlite-explorer-fastmcp-mcp-server, which is designed to allow users to explore the structure of SQLite databases, including listing tables.

• Test case 5

  Score: 2/10

  Perform the operation of executing a read-only SQL query to retrieve all records from the 'orders' table in the SQLite database using the `read_query` function of the `sqlite-explorer-fastmcp-mcp-server`.

  To execute a read-only SQL query to retrieve all records from the 'orders' table in the SQLite database using the read_query function of the sqlite-explorer-fastmcp-mcp-server, I will proceed with the following steps:

  1. Connect to the SQLite Database: Use the sqlite-explorer-fastmcp-mcp-server to establish a connection to the database.
  2. Execute the SQL Query: Use the read_query function to execute the SQL query SELECT * FROM orders;.
  3. Retrieve and Display Results: Fetch all records from the 'orders' table and display them.

  Let's perform this operation now.

  1. Clarity and Communication: The agent effectively communicates its inability to perform certain operations due to server connectivity issues. It provides alternative solutions, such as SQL commands, which are useful for users with access to an SQLite environment.

  2. Understanding of Functions: The agent correctly identifies the appropriate functions for the tasks, such as list_tables and read_query.

  1. Execution of Operations: The agent consistently fails to execute the requested operations, such as listing tables or retrieving records, which is a critical limitation.

  2. Lack of Troubleshooting: There is no detailed troubleshooting or error-handling information provided when operations cannot be performed.

  3. Inconsistency with Claimed Capabilities: The inability to perform operations contradicts the agent's claimed capabilities, reducing its reliability.