list_projects
Browse published projects only. Use page to read more results.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tag | No | ||
| page | No | ||
| query | No | ||
| category | No |
Browse published projects only. Use page to read more results.
| Name | Required | Description | Default |
|---|---|---|---|
| tag | No | ||
| page | No | ||
| query | No | ||
| category | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, and the description is consistent with that. It adds the useful filtering behavior (published projects only) and pagination semantics, but says nothing about result limits, ordering, or auth requirements.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences, no filler, with the scope constraint front-loaded. Efficient, though the brevity is partly the cause of the gaps elsewhere.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, no annotation beyond readOnlyHint, and three of four parameters undocumented, an agent lacks the information needed to filter results meaningfully. The description is under-specified for a four-parameter list tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across 4 parameters, so the description must carry the load. It explains only 'page'; tag, query, and category are left entirely undocumented, giving the agent no way to know what filtering semantics they support.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('Browse ... projects') and adds a scoping constraint ('published ... only'), which an agent can act on. It does not, however, differentiate itself from siblings like get_project or the other list_* tools, so it stops short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The pagination hint ('Use page to read more results') is actionable usage instruction, but there is no statement of when to choose this tool over get_project or when not to use it. Usage is only implied by the 'published only' scope.
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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