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flutter-orchestrator

flutter-orchestrator

by peter14l
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
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scaffold_flutter_backend

Scaffolds a Flutter backend with Clean Architecture, letting you choose remote data source, local database, and state management solution.

Instructions

Scaffolds Clean Architecture repositories, Dio/Supabase remote data sources, Drift/Hive local caching, and Riverpod/Bloc business controllers.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "featureName": "<featureName>"
    },
    "name": "scaffold_flutter_backend"
  }
}

Input Schema

NameRequiredDescriptionDefault
databaseNoLocal persistence database.shared_preferences
featureNameYesName of the feature or domain model (e.g. 'Order', 'Product', 'User').
backendProviderNoRemote data source provider.rest-dio
stateManagementNoState management system.riverpod

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description must carry the behavioral burden. 'Scaffolds' implies code generation, and the listed technologies convey scope, but the description does not disclose whether existing files are overwritten, whether a Flutter project is required, or what side effects occur on the filesystem.

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?

The description is a single dense sentence with no filler. It front-loads the action and quickly enumerates the main scaffolding areas, though the long serial list makes it slightly harder to parse at a glance.

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?

The description covers the main generated areas and the schema fully documents parameters, but it lacks context about output location, generated file behavior, and when this tool is appropriate relative to similarly named siblings. It is adequate but not complete for a scaffolding operation with no output schema or annotations.

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%, so the schema already documents every parameter and enum. The description echoes the technology choices but adds little beyond the schema, such as tradeoffs between providers or how featureName maps to generated artifacts.

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 uses a specific verb, 'Scaffolds', and identifies the output resources: Clean Architecture repositories, remote data sources, local caching, and state-management controllers. It distinguishes the tool's combined backend scope from many siblings, though it doesn't explicitly contrast with overlapping tools like scaffold_flutter_database.

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

Usage Guidelines2/5

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

No guidance is provided about when to choose this tool over siblings such as scaffold_flutter_database, scaffold_flutter_offline_resilience, or scaffold_flutter_auth_flow. The description states what it scaffolds but not the conditions, prerequisites, or exclusions an agent should consider.

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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