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Glama
gabrielmahia

jumuia-mcp

by gabrielmahia

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
sacco_finderC

Find accredited SACCOs in Kenya by county or sector. DEMO.

chama_formation_guideC

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

cooperative_benefitsC

Benefits and obligations of Kenya cooperative membership. DEMO.

sacco_loan_guideC

SACCO loan types, eligibility, and process in Kenya. DEMO.

cooperative_rights_queryD

Rights and protections for Kenya cooperative members. DEMO.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.8/5.0

Scored across 5 tools

Disambiguation5/5

Each tool targets a distinct aspect of Kenyan cooperatives (formation, benefits, rights, SACCO finder, loan guide) with no overlap in purpose.

Naming Consistency4/5

All tool names use snake_case and follow a descriptive pattern (topic_guide/query/finder), though they are not strictly verb_noun. The pattern is consistent and predictable.

Tool Count5/5

With 5 tools, the server is well-scoped for its niche domain of Kenyan cooperatives, covering key areas without being bloated or too sparse.

Completeness4/5

Covers formation, benefits, rights, SACCO lookup, and loans. Minor gaps like cooperative registration or dispute resolution are absent, but the core domain is well-represented for a demo.

Maintenance

ActivityMaintained
ResponsivenessNo issues