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NicheDB: Database Stats

nichedb_stats
Read-onlyIdempotent

[NicheDB] What this deployment holds: collections, sources, items, items added today, feeds.

Served by NicheDB (https://nichedb.dev/docs/mcp).

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "nichedb_stats"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

The supplied annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false, and destructiveHint=false, so the safety profile is fully covered by structured data. The description adds the useful behavioral detail that results are scoped to 'this deployment' and that 'today' items are among the returned figures. It does not describe the response shape or whether counts are live or cached.

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

Conciseness4/5

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

One front-loaded sentence delivers the substantive content; the second sentence is boilerplate vendor attribution plus a docs URL, which is expendable. Nothing is buried or padded beyond that.

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

Completeness4/5

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

With no output schema, the description bears the burden of conveying return content, and it does so by listing the exact metrics exposed. For a zero-parameter read-only stats tool this is largely sufficient, though it omits the format of the response (e.g., flat counts vs. nested breakdown) and whether any rate limits apply.

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

Parameters4/5

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

The tool takes zero parameters, which is the baseline-4 case. The description is consistent with a no-argument call and makes no misleading claims about filtering options.

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

Purpose4/5

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

The description states a specific resource clearly: it enumerates the deployment-level metrics returned (collections, sources, items, items added today, feeds). An agent can tell this is an aggregate-counts tool, not a listing tool. It stops short of explicitly differentiating from siblings like nichedb_list_collections or nichedb_recent_items, which likely overlap in subject matter.

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?

Usage is only implied by the phrase 'What this deployment holds', which suggests an overview/health-check role. There is no explicit statement of when to call this versus the list_* or recent_items siblings, and no note that it takes no arguments because it is the cheap overview call.

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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