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Nam088

mcp-server-db

by Nam088

pg_missing_indexes

Identifies PostgreSQL tables with high sequential scan counts compared to index scans, indicating potential missing indexes for performance improvement.

Instructions

Find tables that have high sequential scan counts relative to index scans, suggesting they might benefit from new indexes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
schemaNoSchema to filter by. Defaults to the connection's defaultSchema (or 'public').
connectionIdNoId of the postgres connection to use, from databases.config.yml. Optional when only one postgres connection is configured.
min_seq_scansNoMinimum number of sequential scans to include a table (default: 100).
Behavior3/5

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

No annotations provided, so description carries full burden. It correctly conveys a read-only analysis of scan statistics, but does not mention data source (e.g., pg_stat_user_tables) or any potential permissions needed.

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?

One sentence with no wasted words, clearly communicating the tool's purpose and heuristic.

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?

While the tool's purpose is clear, the description lacks details about the output format (e.g., which fields are returned) and could better inform the agent on interpreting results, especially given no output schema.

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 coverage is 100%, so baseline is 3. The description adds no additional parameter details beyond what the schema provides; each parameter is already well-documented in the schema.

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 uses a specific verb 'Find' and identifies the resource 'tables' with a clear condition (high sequential scans relative to index scans), effectively distinguishing it from sibling tools like pg_unused_indexes and pg_duplicate_indexes.

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

Usage Guidelines4/5

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

The description implies usage when identifying tables that might benefit from new indexes based on scan patterns, but does not explicitly state when not to use or name alternatives, leaving some ambiguity.

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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