Read-only Frasma MCP: profile, knowledge search, diagnostic handoff. No email.
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Returns the diagnostic method, evidence to collect, fit criteria, and commercial limits.
Response language: it or en. Defaults to it.
Returns the diagnostic method, evidence to collect, fit criteria, and commercial limits.
| Argument | Type | Description |
|---|---|---|
| locale | string | Response language: it or en. Defaults to it. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"locale": {
"enum": [
"it",
"en"
],
"type": "string",
"description": "Response language: it or en. Defaults to it."
}
}
}Returns the verified public profile, focus areas, sectors, commercial boundaries, and discovery URLs for Frasma.
| Argument | Type | Description |
|---|---|---|
| locale | string | Response language: it or en. Defaults to it. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"locale": {
"enum": [
"it",
"en"
],
"type": "string",
"description": "Response language: it or en. Defaults to it."
}
}
}Validates a complete diagnostic summary and returns a handoff payload. Does not send email. Map the diagnosis to a process brief; the user must confirm before POST /api/request-process-assessment.
| Argument | Type | Description |
|---|---|---|
| sector* | string | Business sector, e.g. manufacturing or food quality. |
| process* | string | Short name of the process under diagnosis, e.g. delivery notes into ERP. |
| honeypot | string | Anti-spam trap. Must be empty or omitted. |
| language* | string | Language of the diagnostic summary: it or en. |
| nextSteps* | array | Agreed next steps after reviewing this summary. |
| clientName* | string | Client full name. |
| bottlenecks* | array | Observed bottlenecks, one item per string. |
| clientEmail* |
Validates the process brief used for a quote (name, email, process, optional company/role/systems/volume). Does not send email. The user must confirm before POST /api/request-process-assessment.
| Argument | Type | Description |
|---|---|---|
| name* | string | Client full name. |
| role | string | Client role, if known. |
| volume | string | Volumes or frequency, e.g. 80 documents per week. |
| company | string | Client company name, if known. |
| process* | string | Process to evaluate, at least 20 characters: trigger, work today, and desired outcome. |
| systems | string | Systems already in use, e.g. Outlook and ERP. |
| clientEmail* | string | Client work email. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"name",
"clientEmail",
"process"
],
"properties": {
"name": {
"type": "string",
"maxLength": 120,
"minLength": 1,
"description": "Client full name."
},
"role": {
"type": "string",
"maxLength": 120,
"description": "Client role, if known."
},
"volume": {
"type": "string",
"maxLength": 500,
"description": "Volumes or frequency, e.g. 80 documents per week."
},
"company": {
"type": "string",
"maxLength": 120,
"description": "Client company name, if known."
},
"process": {
"type": "string",
"maxLength": 2000,
"minLength": 20,
"description": "Process to evaluate, at least 20 characters: trigger, work today, and desired outcome."
},
"systems": {
"type": "string",
"maxLength": 500,
"description": "Systems already in use, e.g. Outlook and ERP."
},
"clientEmail": {
"type": "string",
"format": "email",
"pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$",
"maxLength": 254,
"description": "Client work email."
}
}
}Searches verified Frasma services, sectors, case studies, methodology, fit criteria, and commercial boundaries. Use before making factual claims.
| Argument | Type | Description |
|---|---|---|
| query* | string | Search query for verified Frasma knowledge, e.g. DDT ERP or HACCP procedures. |
| locale | string | Response language: it or en. Defaults to it. |
| pagePath | string | Optional canonical site path to scope results, e.g. /servizi/ddt-erp. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"query": {
"type": "string",
"maxLength": 500,
"minLength": 1,
"description": "Search query for verified Frasma knowledge, e.g. DDT ERP or HACCP procedures."
},
"locale": {
"enum": [
"it",
"en"
],
"type": "string",
"description": "Response language: it or en. Defaults to it."
},
"pagePath": {
"type": "string",
"pattern": "^\\/.*",
"description": "Optional canonical site path to scope results, e.g. /servizi/ddt-erp."
}
}
}| string |
| Client work email. |
| constraints* | array | Hard constraints, e.g. human validation before ERP import. |
| clientCompany | string | Client company name, if known. |
| dataAvailable* | array | Data that can be shared for a prototype, preferably anonymized samples. |
| openQuestions* | array | Open questions still to confirm with the client. |
| opportunities* | array | Concrete opportunities that follow from the evidence. |
| currentSystems* | array | Systems already in use, e.g. email, PDF, Mago Zucchetti. |
| needCategories* | array | One or more Frasma need categories that fit the diagnosis. |
| baselineMetrics* | array | Baseline metrics before any Frasma work, e.g. minutes per document. |
| currentWorkflow* | string | How the process is done today, including people, tools, and handoffs. |
| desiredOutcomes* | array | Desired outcomes without invented savings or guarantees. |
| recommendations* | array | Recommended next steps for a limited prototype or discovery. |
| volumesAndFrequency* | string | Volumes and frequency, e.g. about 40 DDT per day. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"clientName",
"clientEmail",
"sector",
"process",
"currentWorkflow",
"bottlenecks",
"currentSystems",
"volumesAndFrequency",
"baselineMetrics",
"dataAvailable",
"constraints",
"desiredOutcomes",
"needCategories",
"opportunities",
"recommendations",
"openQuestions",
"nextSteps",
"language"
],
"properties": {
"sector": {
"type": "string",
"maxLength": 160,
"minLength": 1,
"description": "Business sector, e.g. manufacturing or food quality."
},
"process": {
"type": "string",
"maxLength": 240,
"minLength": 1,
"description": "Short name of the process under diagnosis, e.g. delivery notes into ERP."
},
"honeypot": {
"type": "string",
"maxLength": 0,
"description": "Anti-spam trap. Must be empty or omitted."
},
"language": {
"enum": [
"it",
"en"
],
"type": "string",
"description": "Language of the diagnostic summary: it or en."
},
"nextSteps": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Agreed next steps after reviewing this summary."
},
"clientName": {
"type": "string",
"maxLength": 120,
"minLength": 1,
"description": "Client full name."
},
"bottlenecks": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Observed bottlenecks, one item per string."
},
"clientEmail": {
"type": "string",
"format": "email",
"pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$",
"maxLength": 254,
"description": "Client work email."
},
"constraints": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Hard constraints, e.g. human validation before ERP import."
},
"clientCompany": {
"type": "string",
"maxLength": 160,
"minLength": 1,
"description": "Client company name, if known."
},
"dataAvailable": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Data that can be shared for a prototype, preferably anonymized samples."
},
"openQuestions": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"description": "Open questions still to confirm with the client."
},
"opportunities": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Concrete opportunities that follow from the evidence."
},
"currentSystems": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Systems already in use, e.g. email, PDF, Mago Zucchetti."
},
"needCategories": {
"type": "array",
"items": {
"enum": [
"document_erp",
"workflow",
"ticketing",
"dataset_benchmark",
"ai_optimization",
"company_wiki",
"ai_presence"
],
"type": "string",
"description": "Frasma need category: document_erp, workflow, ticketing, dataset_benchmark, ai_optimization, company_wiki, or ai_presence."
},
"maxItems": 7,
"minItems": 1,
"description": "One or more Frasma need categories that fit the diagnosis."
},
"baselineMetrics": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Baseline metrics before any Frasma work, e.g. minutes per document."
},
"currentWorkflow": {
"type": "string",
"maxLength": 2000,
"minLength": 1,
"description": "How the process is done today, including people, tools, and handoffs."
},
"desiredOutcomes": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Desired outcomes without invented savings or guarantees."
},
"recommendations": {
"type": "array",
"items": {
"type": "string",
"maxLength": 800,
"minLength": 1
},
"maxItems": 20,
"minItems": 1,
"description": "Recommended next steps for a limited prototype or discovery."
},
"volumesAndFrequency": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "Volumes and frequency, e.g. about 40 DDT per day."
}
}
}