Skip to main content
Glama
gabrielmahia

nishati-mcp

solar_options_guide

Find off-grid solar systems for your home in Kenya. Enter your budget and use case to see suitable options.

Instructions

Off-grid solar options for Kenya households. DEMO.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
use_caseNobasic_lighting
budget_kesNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior1/5

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

No annotations are provided, so the description must disclose behavior. It only states the domain and 'DEMO', with no info on side effects, data sources, or limitations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (5 words), which is concise, but fails to provide essential information. Conciseness without substance is not valuable.

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

Completeness1/5

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

Despite low complexity and an output schema, the description is severely incomplete. It does not cover overview, usage context, parameter details, or return value expectations.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and the description adds no meaning to the parameters. It does not explain what 'use_case' or 'budget_kes' are or how they affect the output.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description mentions the domain (solar options, Kenya households) but lacks a specific verb or action (e.g., 'recommends', 'lists', 'compares'). It does not distinguish from sibling tools like energy_rights_query or tariff_calculator.

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

Usage Guidelines1/5

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

No guidance on when to use this tool versus alternatives. No context about prerequisites or typical scenarios.

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/gabrielmahia/nishati-mcp'

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