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gabrielmahia

jumuia-mcp

chama_formation_guide

Guide users through forming a chama/investment group in Kenya. Specify member count and savings purpose to get customized steps.

Instructions

Guide to forming a chama/investment group in Kenya. DEMO.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
membersNo
purposeNosavings

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description must fully disclose behavioral traits. It only says 'Guide' and 'DEMO', with no information on whether it is read-only, destructive, requires authentication, or returns dynamic data. The behavioral transparency is very low.

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 extremely brief (7 words), but this brevity results in under-specification rather than conciseness. It lacks structure and fails to convey essential information.

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?

Given the low schema coverage and no annotations, the description is very incomplete. It does not explain the output, the meaning of parameters, or any constraints. The presence of an output schema is not leveraged.

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 description coverage is 0%, and the description does not mention any parameters. It adds no meaning beyond the input schema itself. The parameters 'members' and 'purpose' are left unexplained.

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

Purpose3/5

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

The description states it is a 'Guide to forming a chama/investment group in Kenya', which indicates the purpose. However, it is vague and does not specify what the tool actually does (e.g., returns text, steps, etc.). The 'DEMO' tag suggests it is a demonstration, not a production-ready tool, but this is not clarified.

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 on when to use this tool versus alternatives. The description does not mention any prerequisites, exclusions, or context. The word 'DEMO' hints it may be intended for testing, but this is insufficient.

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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