Skip to main content
Glama
gabrielmahia

sifa-mcp

create_worker_profile

Build a portable worker reputation profile that functions as an economic passport for East African workers, enabling verified skill records and trust scores for job mobility.

Instructions

Create a portable worker reputation profile. Western parallel: LinkedIn profile creation, Angie's List contractor profile. This is the 'economic passport' that travels with the worker. DEMO — no real identity verification in this prototype.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
full_nameYesWorker's full name
phoneYesM-PESA phone number (used as identity anchor, not stored in plain text)
primary_skillYesPrimary skill category (see skill_categories tool)
sub_skillsYesComma-separated list of specific skills (e.g., 'masonry,tiling,plastering')
locationYesCurrent base location (town or county)
years_experienceYesYears of experience in primary skill (0-40)
languagesNoLanguages spoken (e.g., 'Swahili,English,Kikuyu')Swahili

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations provide basic safety info (not read-only, not destructive). The description adds context: 'portable', 'economic passport', and the DEMO nature with no real identity verification. It could mention what happens if profile already exists.

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?

Two sentences plus a note, front-loaded with key purpose. The analogies are helpful without being verbose. Every sentence adds value.

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?

Given the tool's complexity and presence of output schema, the description covers core purpose and demo limitation. It could improve by noting relationships to sibling tools (e.g., adding records later).

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 no additional parameter semantics needed. The description adds no new parameter info beyond what's in the schema.

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 uses specific verb 'Create' and resource 'worker reputation profile'. It provides cultural analogies (LinkedIn, Angie's List) that clarify the purpose and distinguish it from sibling tools like add_service_record or get_reputation_profile.

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?

The description states when to use: to create a portable reputation profile, with a demo note indicating prototype limitations. However, it does not explicitly state when not to use or mention alternatives.

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/sifa-mcp'

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