Skip to main content
Glama

search_flet_ecosystem

Search the open-source ecosystem for third-party Flet packages and components to add custom features not in the core library.

Instructions

Search the open-source community for third-party Flet packages and components. Use this when the user wants to add a feature (e.g., 'calendar', 'table', 'auth') that might not be in the core Flet library.

Args: query: The keyword to search for (e.g., 'calendar').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, so description must disclose behavioral traits. It only mentions the search action and parameter, but fails to describe the return structure, pagination, or any side effects. For a search tool, users would benefit from knowing the result format or that it reads data without modification.

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 brief (two sentences plus parameter note) and front-loaded with purpose. It quickly conveys the tool's use case. Could be slightly more structured, but it is efficient with no wasted words.

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 search tool with one parameter and an output schema (which presumably documents the return format), the description is minimally adequate. It lacks hints about the result structure or that it returns a list of packages, but given the output schema exists, the burden is somewhat reduced. Nonetheless, it could be more complete.

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 input schema provides only type and title for the query parameter (0% coverage), but the description adds meaning: 'The keyword to search for (e.g., 'calendar').' This clarifies the expected format and gives an example, which helps the agent understand parameter usage beyond what the schema conveys.

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?

Description clearly states 'Search the open-source community for third-party Flet packages and components.' This is a specific verb+resource that distinguishes it from sibling tools like search_flet_docs (documentation search), get_package_details (specific package info), and list_official_packages (official packages).

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

Usage Guidelines4/5

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

Explicit guidance: 'Use this when the user wants to add a feature... that might not be in the core Flet library.' This clearly indicates appropriate use cases. It does not explicitly state when not to use, but the sibling tools imply alternatives for core functionality.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Nwokike/flet-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server