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Pull Files from AI Builder

nexusai_builder_pull
Read-only

Read the current file set of the project's AI Builder session (latest snapshot, including any edits made in the builder UI) so you can continue iterating in chat.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdYesProject id (from nexusai_projects_list).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=false, and destructiveHint=false, so the safety profile is covered. The description does add useful context that this returns the latest snapshot including builder-UI edits, but it says nothing about the return shape (file paths, contents, binary handling) despite there being no output schema.

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 tight sentence with the resource and scope front-loaded and no filler. It earns its length, though the purpose clause could have been split for a clearer routing signal.

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 simple read-only pull with one required parameter and no output schema, the description covers the essential intent and freshness semantics. It is adequate but leaves an agent guessing about what 'file set' actually contains and how edits in the builder UI surface.

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 description coverage is 100% and there is a single, fully documented projectId parameter, so the schema carries the burden. The description adds no syntax, format, or sourcing detail beyond what the schema already states; baseline 3 applies.

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?

States a specific verb (Read) and resource (the current file set of the project's AI Builder session), which clearly distinguishes it from the write-oriented sibling nexusai_builder_push. However, it never names that sibling explicitly, so the differentiation is inferred rather than stated.

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 trailing clause 'so you can continue iterating in chat' implies the usage context (fetching state before further work), but there is no explicit when-to-use guidance and no mention of when not to use it versus nexusai_builder_push or the bucket file tools.

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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