No-Shell Agent Architect MCP
A remote MCP server that converts vague automation requests into concrete agent workflows, providing tool stacks, prompts, permissioned account routes, dry-run paths, validation checks, and recovery plans to prevent empty-shell AI automation.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://ai-automation-operating-pack.vercel.app/api/mcpWhat its tools do
7 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.
Checks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- Route vague workflow requests into concrete automation architecture
- Generate copy-paste commands for agents like Codex or Claude
- Audit automation plans for shell-risk and missing execution pieces
- Build validation packs with dry-run and QA criteria
Source and maintenance
- Maintenance checked
Protocol and capabilities
- Server
- no-shell-agent-architect-mcp 0.1.2
- MCP protocol negotiated in check
- 2025-11-25
- Tools
- 7 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": true
}
}Tools
7 advertised
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.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}generate_no_shell_prompt — Generate No-Shell Prompt
Create a copy-paste natural-language command that tells an agent how to execute the workflow without producing an empty shell.
{
"type": "object",
"$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.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}audit_automation_plan — Audit Automation Plan
Score an existing automation plan for shell-risk, missing inputs, missing validation, missing tool route, and missing recovery path.
{
"type": "object",
"$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_validation_pack — Build Validation Pack
Return dry-run, QA, audit, and PASS criteria for one automation workflow.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6
},
"risk": {
"type": "string"
},
"domain": {
"type": "string"
}
},
"additionalProperties": false
}build_customer_intake — Build Customer Intake
Generate a 10-minute intake questionnaire for a non-developer who wants one workflow automated.
{
"type": "object",
"$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.
{
"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
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 414 ms
- 95th percentile latency
- 414 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 414 ms · metadata changed · 7 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http no-shell-agent-architect-mcp https://ai-automation-operating-pack.vercel.app/api/mcpCodex
codex mcp add no-shell-agent-architect-mcp --url https://ai-automation-operating-pack.vercel.app/api/mcpCursor
{
"mcpServers": {
"no-shell-agent-architect-mcp": {
"url": "https://ai-automation-operating-pack.vercel.app/api/mcp"
}
}
}Cline
{
"mcpServers": {
"no-shell-agent-architect-mcp": {
"type": "streamableHttp",
"url": "https://ai-automation-operating-pack.vercel.app/api/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"no-shell-agent-architect-mcp": {
"type": "http",
"url": "https://ai-automation-operating-pack.vercel.app/api/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http no-shell-agent-architect-mcp https://ai-automation-operating-pack.vercel.app/api/mcpClaude Desktop
https://ai-automation-operating-pack.vercel.app/api/mcpWindsurf
{
"mcpServers": {
"no-shell-agent-architect-mcp": {
"serverUrl": "https://ai-automation-operating-pack.vercel.app/api/mcp"
}
}
}Let your agent find its tools
Find servers like No-Shell Agent Architect MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.