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kshitiz305

analytics-mcp-server

by kshitiz305

List Tables

analytics_list_tables
Read-onlyIdempotent

List all user tables in a database with row counts to discover available data before querying specific tables.

Instructions

List all user tables in the database together with their row counts.

Use this first to discover what data is available before describing or querying a specific table. It does not read row contents, only metadata.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
response_formatNo``markdown`` (human-readable, default) or ``json``.markdown

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds context beyond this by specifying it reads only metadata (not row contents) and lists row counts. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with purpose, then usage guidance. Every sentence serves a purpose; no fluff. Highly efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one optional parameter, output schema present, annotations clear), the description fully covers purpose, usage context, and behavioral limitations. No gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description does not mention the response_format parameter, adding no additional semantic information beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it lists all user tables with row counts, using a specific verb ('List') and resource ('user tables'). It distinguishes from sibling tools like analytics_describe_table (describes specific table) and analytics_run_query (runs arbitrary queries).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly advises 'Use this first to discover what data is available before describing or querying a specific table,' providing clear when-to-use guidance. It also clarifies it does not read row contents, implying when not to use (if row contents are needed).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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