Skip to main content
Glama
qso-graph

sota-mcp

by qso-graph

sota_alerts

Retrieve upcoming SOTA activation alerts within a specified time window, optionally filtered by association.

Instructions

Get upcoming SOTA activation alerts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
hoursNoLook-ahead window in hours (default 16).
associationNoFilter by SOTA association (e.g., W7I). Empty for all.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description carries full burden. It only states 'Get upcoming SOTA activation alerts' without disclosing behavior (e.g., read-only, rate limits, or output nature).

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, front-loaded sentence that efficiently conveys the core purpose. However, it could include more detail without becoming verbose.

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?

Given the tool has 2 optional parameters and an output schema, the description is minimal. It lacks details on output format or constraints, but the schema covers the input adequately.

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 baseline is 3. The description adds no extra meaning beyond the schema's parameter descriptions ('Look-ahead window in hours...', 'Filter by SOTA association...').

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 verb 'Get', the resource 'upcoming SOTA activation alerts', and distinguishes from sibling tools like 'sota_spots' and 'sota_summit_info'.

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 on when to use this tool versus alternatives like 'sota_spots' or 'sota_summits_near'. Context or exclusions are missing.

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/qso-graph/sota-mcp'

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