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Glama
albertogferrario

Business Design MCP Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OPENAI_API_KEYNoRequired for AI-powered research features. Can be set via this environment variable or later via the configure_openai tool.

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
create_projectD
get_projectD
update_projectD
delete_projectD
list_projectsD
list_project_entitiesD
delete_entityD
export_projectD
get_entityD
create_business_model_canvasD
update_business_model_canvasD
create_lean_canvasD
update_lean_canvasD
create_value_proposition_canvasD
update_value_proposition_canvasD
create_swot_analysisD
update_swot_analysisD
create_user_personaD
update_user_personaD
create_competitive_analysisD
update_competitive_analysisD
create_market_sizingD
update_market_sizingD
research_and_createD
deep_researchD
populate_frameworkD
configure_openaiD
check_openai_configD
link_entitiesD
unlink_entitiesD
get_linked_entitiesD

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2/5.0

Scored across 31 tools

Disambiguation4/5

Most tools have clearly distinct purposes targeting specific business design frameworks or project management functions. However, some potential ambiguity exists between 'deep_research' and 'research_and_create', and between 'populate_framework' and the various create/update tools for specific frameworks.

Naming Consistency5/5

Excellent consistency throughout with a clear verb_noun pattern. All tools use snake_case with descriptive names that follow predictable patterns like create/update_[specific_framework], list/get/delete_[entity], and action_entity combinations.

Tool Count3/5

31 tools is borderline heavy for a business design server. While the domain is broad, this feels like many specialized tools that could potentially be consolidated. The count suggests possible fragmentation rather than a streamlined interface.

Completeness5/5

Excellent coverage of the business design domain with comprehensive CRUD operations for projects and multiple business frameworks. The server provides create, update, get, list, and delete operations for all major entities, plus linking/unlinking capabilities and export functionality.

Maintenance

ActivityInactive
ResponsivenessNo issues