Skip to main content
Glama
MadlyFriese

pg-readonly-mcp

by MadlyFriese

sample_table

Preview data from any Postgres table by returning a configurable number of rows (1-50) without altering the database.

Instructions

Return the first n rows of a table. n is clamped to 1..50.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nNo
tableYes
schemaYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
rowsYes
columnsYes
row_countYes
truncatedYes
Behavior4/5

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

Discloses clamping of n to 1..50, a key behavioral trait. With no annotations, this adds value. Could mention ordering or randomness.

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?

Very concise, single sentence plus constraint detail. No wasted words.

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

Completeness3/5

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

Adequate for a simple tool, given output schema exists. Lacks mention of error conditions or ordering guarantees.

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

Parameters2/5

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

Schema has 0% description coverage; description only clarifies n's clamping. Does not explain schema or table parameters beyond names.

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?

Clearly states it returns the first n rows of a table, with a specific verb and resource. Distinguishes from siblings like list_schemas or run_query.

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

Usage Guidelines3/5

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

Implied usage for sampling table data, but no explicit when-to-use or comparison with siblings.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/MadlyFriese/pg-readonly-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server