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f4ww4z/mcp-mysql-server (@f4ww4z/mcp-mysql-server)

f4ww4z-mcp-mysql-server · v1.0.0 · scanned

What changed in the harness

Selection accuracy 98→100, token cost up 16%, unconfirmed writes 0%→0%.

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

0.0 / 30

0.0 out of 30
02Legibility

27.3 / 30

27.3 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

8.7 / 20

8.7 out of 20

Highest-impact fix

Estimated gain +30 points

Add explicit identity and permission preflight tools

Expose machine-readable principal/tenant confirmation and a non-mutating permission check so agents can verify both before destructive actions.

Description evidence

Defects and rewrites.

5 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
connect_db
params_unexplained no_return_description
Connect to the MySQL database named by the database parameter at the given host using the user and password credentials, and return a connection object that the other database tools (e.g., query, execute) can use to run statements.
query
no_return_description
Execute a SELECT-style SQL statement, optionally substituting the values in the params array for placeholders in the SQL, and return the resulting rows of the query.
execute
no_return_description
Execute a data-modifying SQL statement such as INSERT, UPDATE, or DELETE, optionally substituting the values in the params array for placeholders in the SQL, and return the number of affected rows.
list_tables
name_restates_behavior no_return_description
Return the names of all tables available in the currently connected MySQL database, so callers can identify tables to inspect or query with tools like describe_table and query.
describe_table
params_unexplained no_return_description
Return the structure of the table identified by the table parameter, including its column names, types, and other schema details, so callers can understand how the table's data is organized.

Selection evidence

Confusable tool pairs.

1 pair where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
list_tables describe_table medium A task like 'describe the tables in the database' could mean listing the existing tables (list_tables) or getting the structure of a specific table (describe_table), making the intended tool ambiguous based on natural language alone.

Compare the field

One score is useful.
The evidence makes it actionable.

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