Skip to main content
Glama
CSOAI-ORG

Web Research MCP Server

get_weather

Retrieve current weather for any location via wttr.in. No API key required.

Instructions

Get current weather for a location using wttr.in (no API key needed).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationNoLondon
api_keyNo
Behavior3/5

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

No annotations provided. The description discloses that no API key is needed, which informs authentication expectations. However, it does not mention rate limits, error handling, or data format, which are relevant behavioral traits.

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 sentence that is front-loaded and contains no redundant information. Every phrase serves a purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple tool with no output schema and no annotations, the description covers the essential: data source, authentication, and core function. It could mention output format but is sufficient for basic usage.

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 0%, so description must compensate. The description clarifies the api_key parameter is unnecessary but does not add meaning to the location parameter beyond the schema. Partial value added.

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 clearly states the tool gets current weather using a specific service (wttr.in) and notes no API key is needed. It distinguishes from sibling tools (research/browsing) by being weather-specific.

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 for weather retrieval but provides no explicit when-to-use or when-not-to-use guidance. Since siblings are unrelated, no alternatives are mentioned, leaving context clear but lacking exclusions.

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/CSOAI-ORG/web-research-mcp'

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