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Bytebase: list projects

bytebase_list_projects

List all Bytebase projects visible to your account, with an optional cache bypass for fresh results.

Instructions

List every Bytebase project the configured identity can see.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refreshNoBypass the 5-minute cache.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.1

TDQS

A3.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It discloses that results are scoped to the configured identity's visibility, which is useful, but it omits any mention of caching behavior (despite a refresh parameter implying a cache), potential pagination, or that this is a read-only operation. For a simple listing tool with zero annotation coverage, this is a significant gap.

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?

A single, tightly worded sentence that leads with the action and resource, includes the scope qualifier, and contains zero filler. It is perfectly sized for a simple list tool and front-loads the essential information.

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?

For a tool with no required parameters and no output schema, the description is mostly adequate but leaves some context unaddressed. It does not explain that results may be cached (relevant given the refresh parameter), nor does it clarify the return format. Since there are no annotations to fill these gaps, the description could be more complete.

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?

The sole parameter 'refresh' is fully described in the schema (100% coverage), so the description does not need to add more. The description does not mention the parameter at all, but the schema already provides its meaning. Baseline 3 is appropriate; no additional value is added, but none is required.

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 states a specific verb ('List'), a specific resource ('Bytebase project'), and a precise scope ('every ... the configured identity can see'). It clearly distinguishes from sibling tools like list_databases by resource type, leaving no ambiguity about what it returns.

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?

The description implies usage by its resource name but provides no explicit guidance on when to choose this tool over alternatives. There is no mention of exclusions or conditions, though the resource distinction is inferable. Given siblings like bytebase_list_databases, a note about when to use this vs. that would strengthen it.

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