Rafał Doniec: AI for companies
Services, price ranges and quote requests of Rafał Doniec, AI Solution Architect (Wrocław, Poland).
Should I use this
Quality & Safety
A
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~2,672Tokens (tool definitions)
~3.2 KBTypical response size
Significant attention impact (2.09% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"services": {
"url": "https://www.rafaldoniec.com/mcp"
}
}
}Remote endpoints
https://www.rafaldoniec.com/mcpstreamable-httphttps://www.rafaldoniec.com/mcp/accountstreamable-httpWhat it can do
Tool inventory
Tools (8)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_services(language)
Rafał Doniec's services (AI automation, AI assistants, agent-ready companies, apps, strategy, prototypes, training, mentoring) with net price ranges in PLN and typical duration.
Input Schema
{
"type": "object",
"properties": {
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"services": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"enum": [
"automatyzacja",
"asystent",
"agenci",
"aplikacja",
"strategia",
"prototyp",
"szkolenie",
"mentoring"
]
},
"name": {
"type": "string"
},
"summary": {
"type": "string"
},
"price_pln_net": {
"type": "object",
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
]
},
"weeks": {
"type": "array",
"items": {
"type": "number"
},
"minItems": 2,
"maxItems": 2,
"description": "Shortest and longest duration in weeks."
}
},
"required": [
"id",
"name",
"summary",
"price_pln_net",
"weeks"
]
}
},
"currency": {
"type": "string"
},
"prices": {
"type": "string"
}
},
"required": [
"services",
"currency",
"prices"
]
}🟢match_service(description, language)
Reads a client's need in their own words and suggests the service and the answers it mentions. Rules in code, no language model; check the result with the client.
Input Schema
{
"type": "object",
"properties": {
"description": {
"type": "string",
"maxLength": 500,
"description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in.",
"minLength": 3
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"required": [
"description"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"service": {
"type": [
"string",
"null"
],
"description": "null when no service matched."
},
"name": {
"type": "string"
},
"answers": {
"type": "object",
"description": "Answers the description mentions, by question id (q1, q2, q3, when, budget).",
"additionalProperties": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
}
},
"required": [
"id",
"label"
]
}
}
},
"required": [
"service"
]
}🟢get_quote_questions(service, language)
The five questions of a service with their option ids, as the quote assistant on the site asks them. q1–q3 set the price; when and budget set the start and the follow-up.
Input Schema
{
"type": "object",
"properties": {
"service": {
"type": "string",
"enum": [
"automatyzacja",
"asystent",
"agenci",
"aplikacja",
"strategia",
"prototyp",
"szkolenie",
"mentoring"
],
"description": "Service id from list_services."
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"required": [
"service"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"service": {
"type": "string"
},
"questions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"question": {
"type": "string"
},
"options": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
}
},
"required": [
"id",
"label"
]
}
}
},
"required": [
"id",
"question",
"options"
]
}
}
},
"required": [
"service",
"questions"
]
}🟢estimate_price(service, answers, description, language)
Net price range in PLN, monthly upkeep, duration and what the price is made of, for a service and its answers, computed from the price list in code (the same as the quote assistant on the site). With all five answers it also returns the draft offer. Hosts with MCP Apps show the estimate as an offer card.
Input Schema
{
"type": "object",
"properties": {
"service": {
"type": "string",
"enum": [
"automatyzacja",
"asystent",
"agenci",
"aplikacja",
"strategia",
"prototyp",
"szkolenie",
"mentoring"
],
"description": "Service id from list_services."
},
"answers": {
"type": "object",
"description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
"properties": {
"q1": {
"type": "string"
},
"q2": {
"type": "string"
},
"q3": {
"type": "string"
},
"when": {
"type": "string"
},
"budget": {
"type": "string"
}
},
"required": [
"q1",
"q2",
"q3"
],
"additionalProperties": false
},
"description": {
"type": "string",
"maxLength": 500,
"description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"required": [
"service",
"answers"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"service": {
"type": "string"
},
"service_name": {
"type": "string"
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
]
},
"price_pln_net": {
"type": "object",
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
]
},
"service_span_pln_net": {
"type": "object",
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
],
"description": "Lowest and highest price of the service over all answers."
},
"upkeep_pln_net_per_month": {
"type": [
"object",
"null"
],
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
]
},
"weeks": {
"type": "array",
"items": {
"type": "number"
},
"minItems": 2,
"maxItems": 2,
"description": "Shortest and longest duration in weeks."
},
"breakdown": {
"type": "array",
"description": "Elements of the price list behind the estimate; the total is rounded.",
"items": {
"type": "object",
"properties": {
"item": {
"type": "string"
},
"price_pln_net": {
"type": "object",
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
]
},
"upkeep_pln_net_per_month": {
"type": [
"object",
"null"
],
"properties": {
"from": {
"type": "number"
},
"to": {
"type": "number"
}
},
"required": [
"from",
"to"
]
}
},
"required": [
"item",
"price_pln_net",
"upkeep_pln_net_per_month"
]
}
},
"features_priced_in": {
"type": "array",
"items": {
"type": "string"
}
},
"draft_offer": {
"type": [
"string",
"null"
]
},
"note": {
"type": "string"
}
},
"required": [
"service",
"service_name",
"language",
"price_pln_net",
"service_span_pln_net",
"upkeep_pln_net_per_month",
"weeks",
"breakdown",
"features_priced_in",
"draft_offer",
"note"
]
}⚪request_quote(email, company, service, answers, description, ...)
Starts a quote request for the client: e-mails a 6-digit code to the client's address and returns a token. Ask the client for the code, then call confirm_quote with the same details. Nothing reaches Rafał until the code is confirmed.
Input Schema
{
"type": "object",
"properties": {
"email": {
"type": "string",
"description": "The client's e-mail address. A 6-digit code is sent there."
},
"company": {
"type": "string",
"maxLength": 120,
"description": "Company name (optional)."
},
"service": {
"type": "string",
"enum": [
"automatyzacja",
"asystent",
"agenci",
"aplikacja",
"strategia",
"prototyp",
"szkolenie",
"mentoring"
],
"description": "Service id from list_services."
},
"answers": {
"type": "object",
"description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
"properties": {
"q1": {
"type": "string"
},
"q2": {
"type": "string"
},
"q3": {
"type": "string"
},
"when": {
"type": "string"
},
"budget": {
"type": "string"
}
},
"required": [
"q1",
"q2",
"q3",
"when",
"budget"
],
"additionalProperties": false
},
"description": {
"type": "string",
"maxLength": 500,
"description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"required": [
"email",
"service",
"answers"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"token": {
"type": "string",
"description": "Pass it to confirm_quote with the code."
},
"code_valid_minutes": {
"type": "number"
}
},
"required": [
"token",
"code_valid_minutes"
]
}⚪confirm_quote(email, company, service, answers, description, ...)
Confirms the quote request with the 6-digit code the client received. Rafał gets the request and the client gets a copy of the draft offer by e-mail. One request per address a day.
Input Schema
{
"type": "object",
"properties": {
"email": {
"type": "string",
"description": "The client's e-mail address. A 6-digit code is sent there."
},
"company": {
"type": "string",
"maxLength": 120,
"description": "Company name (optional)."
},
"service": {
"type": "string",
"enum": [
"automatyzacja",
"asystent",
"agenci",
"aplikacja",
"strategia",
"prototyp",
"szkolenie",
"mentoring"
],
"description": "Service id from list_services."
},
"answers": {
"type": "object",
"description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
"properties": {
"q1": {
"type": "string"
},
"q2": {
"type": "string"
},
"q3": {
"type": "string"
},
"when": {
"type": "string"
},
"budget": {
"type": "string"
}
},
"required": [
"q1",
"q2",
"q3",
"when",
"budget"
],
"additionalProperties": false
},
"description": {
"type": "string",
"maxLength": 500,
"description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
},
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
},
"token": {
"type": "string",
"description": "Token returned by request_quote."
},
"code": {
"type": "string",
"pattern": "^\\d{6}$",
"description": "The 6-digit code from the e-mail."
}
},
"required": [
"email",
"service",
"answers",
"token",
"code"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"sent": {
"type": "boolean"
}
},
"required": [
"sent"
]
}🟢list_blog_posts(language)
Posts of Rafał Doniec's blog about AI in companies, newest first.
Input Schema
{
"type": "object",
"properties": {
"language": {
"type": "string",
"enum": [
"pl",
"en"
],
"description": "Language of the texts in the result. Default: en."
}
},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"posts": {
"type": "array",
"items": {
"type": "object",
"properties": {
"title": {
"type": "string"
},
"url": {
"type": "string"
},
"summary": {
"type": "string"
},
"published": {
"type": "string",
"description": "RFC 822 date from the feed."
}
},
"required": [
"title",
"url",
"summary",
"published"
]
}
},
"first_post_expected": {
"type": "string",
"description": "Date of the first post, while none is out yet."
},
"feed": {
"type": "string"
}
},
"required": [
"posts",
"feed"
]
}🟢get_contact
How to reach Rafał Doniec: e-mail, booking a call, LinkedIn, and the company details.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"name": {
"type": "string"
},
"email": {
"type": "string"
},
"book_a_call": {
"type": "string"
},
"linkedin": {
"type": "string"
},
"location": {
"type": "string"
},
"company": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"nip": {
"type": "string"
},
"regon": {
"type": "string"
}
},
"required": [
"name",
"nip",
"regon"
]
},
"website": {
"type": "string"
}
},
"required": [
"name",
"email",
"book_a_call",
"linkedin",
"location",
"company",
"website"
]
}Community
Evidence
Recent observations
verifiedversion not recorded8 tools
auth requiredversion not recorded—