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MCP Server

No-Shell Agent Architect MCP

io.github.loved0543-dotcom/no-shell-agent-architect-mcp
AI & Agents Developer Tools Public & reachable MCP 2025-11-25

What this MCP does

Designs and audits automation workflows by recommending tool stacks, permissions, prompts, validation checks, recovery paths, and human approval boundaries.

Capabilities

Tools

7 tools
audit_automation_plan
Audit Automation Plan
Score an existing automation plan for shell-risk, missing inputs, missing validation, missing tool route, and missing recovery path.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['plan'], 'properties': {'plan': {'type': 'string', 'minLength': 20, 'description': 'Automation plan or prompt to audit.'}}, 'additionalProperties': False}
build_customer_intake
Build Customer Intake
Generate a 10-minute intake questionnaire for a non-developer who wants one workflow automated.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'goal': {'type': 'string'}}, 'additionalProperties': False}
build_m2m_package_contract
Build M2M Package Contract
Create a machine-readable package contract for agencies, SaaS builders, or other agents that want to integrate the No-Shell operating pack through MCP/API plus human-readable delivery artifacts.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 6, 'description': 'Plain-language automation goal.'}, 'risk': {'enum': ['low', 'medium', 'high'], 'type': 'string'}, 'domain': {'type': 'string', 'description': 'Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding.'}, 'language': {'enum': ['ko', 'en'], 'type': 'string'}, 'userType': {'type': 'string', 'description': 'Non-developer, solo operator, small team, developer, agency, etc.'}, 'buyerType': {'type': 'string', 'description': 'Agency, freelancer, SaaS builder, solo operator, internal ops team, etc.'}, 'packageMode': {'type': 'string', 'description': 'mcp_api, starter_pack, agency_workbench, connector_pack, or a custom packaging mode.'}, 'currentTools': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Tools/plugins/MCPs already available to the user.'}}, 'additionalProperties': False}
build_validation_pack
Build Validation Pack
Return dry-run, QA, audit, and PASS criteria for one automation workflow.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 6}, 'risk': {'type': 'string'}, 'domain': {'type': 'string'}}, 'additionalProperties': False}
design_automation_stack
Design Automation Stack
Turn a vague automation request into a tool/MCP/plugin/skill stack, permissioned account route, workflow phases, validation pack, and live-action boundary.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 6, 'description': 'Plain-language automation goal.'}, 'risk': {'enum': ['low', 'medium', 'high'], 'type': 'string'}, 'domain': {'type': 'string', 'description': 'Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding.'}, 'language': {'enum': ['ko', 'en'], 'type': 'string'}, 'userType': {'type': 'string', 'description': 'Non-developer, solo operator, small team, developer, agency, etc.'}, 'currentTools': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Tools/plugins/MCPs already available to the user.'}}, 'additionalProperties': False}
generate_no_shell_prompt
Generate No-Shell Prompt
Create a copy-paste natural-language command that tells an agent how to execute the workflow without producing an empty shell.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 6, 'description': 'Plain-language automation goal.'}, 'risk': {'enum': ['low', 'medium', 'high'], 'type': 'string'}, 'domain': {'type': 'string', 'description': 'Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding.'}, 'language': {'enum': ['ko', 'en'], 'type': 'string'}, 'userType': {'type': 'string', 'description': 'Non-developer, solo operator, small team, developer, agency, etc.'}, 'currentTools': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Tools/plugins/MCPs already available to the user.'}}, 'additionalProperties': False}
recommend_agent_tools
Recommend Agent Tools
Recommend MCP servers, Codex plugins, skills, permissioned account routes, and live-action boundaries for a requested automation.
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 6, 'description': 'Plain-language automation goal.'}, 'risk': {'enum': ['low', 'medium', 'high'], 'type': 'string'}, 'domain': {'type': 'string', 'description': 'Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding.'}, 'language': {'enum': ['ko', 'en'], 'type': 'string'}, 'userType': {'type': 'string', 'description': 'Non-developer, solo operator, small team, developer, agency, etc.'}, 'currentTools': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Tools/plugins/MCPs already available to the user.'}}, 'additionalProperties': False}
History

Recent tool changes

Added
build_m2m_package_contract
Sept. 17, 2026, 12:43 p.m.
Added
build_customer_intake
Sept. 17, 2026, 12:43 p.m.
Added
build_validation_pack
Sept. 17, 2026, 12:43 p.m.
Added
audit_automation_plan
Sept. 17, 2026, 12:43 p.m.
Added
recommend_agent_tools
Sept. 17, 2026, 12:43 p.m.
Added
generate_no_shell_prompt
Sept. 17, 2026, 12:43 p.m.
Added
design_automation_stack
Sept. 17, 2026, 12:43 p.m.
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