Rafał Doniec MCP

An MCP server operated by AI architect Rafał Doniec that allows AI agents to interact with his business services. It enables agents to list services, match client needs, estimate prices, and request quotes via email confirmation, facilitating automated client acquisition and service matching.

Visit Rafał Doniec

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.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Rafał Doniec

MCP endpoint (Streamable HTTP)

https://www.rafaldoniec.com/mcp

Vendor documentation

What you can do with it

List available AI services and solutions
Match client requirements to specific services
Estimate project costs in PLN
Request a quote with email code confirmation

Source and maintenance

Vendor evidenceRegistry 1.2.0

mcp-registry: com.rafaldoniec/services@1.2.0 Project website

Protocol and capabilities

Server: rafaldoniec 1.2.0
MCP protocol: 2025-06-18
Tools: 8 advertised
Resources: 1 advertised
Resource templates: 0 advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": false
  },
  "resources": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Tools of rafaldoniec.com: Rafał Doniec builds AI automations, AI assistants, agent-ready companies and apps, and teaches teams to work with AI (Wrocław, Poland; clients in Polish and English). To price a project: list_services or match_service, then get_quote_questions, then estimate_price. Prices are net PLN from the price list in code. To send a quote request on behalf of a client: request_quote e-mails a code to the client; confirm it with confirm_quote only after the client reads you the code. Every tool takes language "pl" or "en". Website: https://www.rafaldoniec.com

Tools

8 advertised

list_services — List services

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

list_services input schema

{
  "type": "object",
  "properties": {
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    }
  },
  "additionalProperties": false
}

list_services output schema

{
  "type": "object",
  "required": [
    "services",
    "currency",
    "prices"
  ],
  "properties": {
    "prices": {
      "type": "string"
    },
    "currency": {
      "type": "string"
    },
    "services": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "id",
          "name",
          "summary",
          "price_pln_net",
          "weeks"
        ],
        "properties": {
          "id": {
            "enum": [
              "automatyzacja",
              "asystent",
              "agenci",
              "aplikacja",
              "strategia",
              "prototyp",
              "szkolenie",
              "mentoring"
            ],
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "weeks": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "maxItems": 2,
            "minItems": 2,
            "description": "Shortest and longest duration in weeks."
          },
          "summary": {
            "type": "string"
          },
          "price_pln_net": {
            "type": "object",
            "required": [
              "from",
              "to"
            ],
            "properties": {
              "to": {
                "type": "number"
              },
              "from": {
                "type": "number"
              }
            }
          }
        }
      }
    }
  }
}

list_services annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

match_service — Match a service to a description

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

match_service input schema

{
  "type": "object",
  "required": [
    "description"
  ],
  "properties": {
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    },
    "description": {
      "type": "string",
      "maxLength": 500,
      "minLength": 3,
      "description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
    }
  },
  "additionalProperties": false
}

match_service output schema

{
  "type": "object",
  "required": [
    "service"
  ],
  "properties": {
    "name": {
      "type": "string"
    },
    "answers": {
      "type": "object",
      "description": "Answers the description mentions, by question id (q1, q2, q3, when, budget).",
      "additionalProperties": {
        "type": "object",
        "required": [
          "id",
          "label"
        ],
        "properties": {
          "id": {
            "type": "string"
          },
          "label": {
            "type": "string"
          }
        }
      }
    },
    "service": {
      "type": [
        "string",
        "null"
      ],
      "description": "null when no service matched."
    }
  }
}

match_service annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

get_quote_questions — Questions of a service

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

get_quote_questions input schema

{
  "type": "object",
  "required": [
    "service"
  ],
  "properties": {
    "service": {
      "enum": [
        "automatyzacja",
        "asystent",
        "agenci",
        "aplikacja",
        "strategia",
        "prototyp",
        "szkolenie",
        "mentoring"
      ],
      "type": "string",
      "description": "Service id from list_services."
    },
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    }
  },
  "additionalProperties": false
}

get_quote_questions output schema

{
  "type": "object",
  "required": [
    "service",
    "questions"
  ],
  "properties": {
    "service": {
      "type": "string"
    },
    "questions": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "id",
          "question",
          "options"
        ],
        "properties": {
          "id": {
            "type": "string"
          },
          "options": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "id",
                "label"
              ],
              "properties": {
                "id": {
                  "type": "string"
                },
                "label": {
                  "type": "string"
                }
              }
            }
          },
          "question": {
            "type": "string"
          }
        }
      }
    }
  }
}

get_quote_questions annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

estimate_price — Estimate the price

Advertised by the server during the last successful anonymous check.

Advertised read-only

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.

estimate_price input schema

{
  "type": "object",
  "required": [
    "service",
    "answers"
  ],
  "properties": {
    "answers": {
      "type": "object",
      "required": [
        "q1",
        "q2",
        "q3"
      ],
      "properties": {
        "q1": {
          "type": "string"
        },
        "q2": {
          "type": "string"
        },
        "q3": {
          "type": "string"
        },
        "when": {
          "type": "string"
        },
        "budget": {
          "type": "string"
        }
      },
      "description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
      "additionalProperties": false
    },
    "service": {
      "enum": [
        "automatyzacja",
        "asystent",
        "agenci",
        "aplikacja",
        "strategia",
        "prototyp",
        "szkolenie",
        "mentoring"
      ],
      "type": "string",
      "description": "Service id from list_services."
    },
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    },
    "description": {
      "type": "string",
      "maxLength": 500,
      "description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
    }
  },
  "additionalProperties": false
}

estimate_price output schema

{
  "type": "object",
  "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"
  ],
  "properties": {
    "note": {
      "type": "string"
    },
    "weeks": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "maxItems": 2,
      "minItems": 2,
      "description": "Shortest and longest duration in weeks."
    },
    "service": {
      "type": "string"
    },
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string"
    },
    "breakdown": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "item",
          "price_pln_net",
          "upkeep_pln_net_per_month"
        ],
        "properties": {
          "item": {
            "type": "string"
          },
          "price_pln_net": {
            "type": "object",
            "required": [
              "from",
              "to"
            ],
            "properties": {
              "to": {
                "type": "number"
              },
              "from": {
                "type": "number"
              }
            }
          },
          "upkeep_pln_net_per_month": {
            "type": [
              "object",
              "null"
            ],
            "required": [
              "from",
              "to"
            ],
            "properties": {
              "to": {
                "type": "number"
              },
              "from": {
                "type": "number"
              }
            }
          }
        }
      },
      "description": "Elements of the price list behind the estimate; the total is rounded."
    },
    "draft_offer": {
      "type": [
        "string",
        "null"
      ]
    },
    "service_name": {
      "type": "string"
    },
    "price_pln_net": {
      "type": "object",
      "required": [
        "from",
        "to"
      ],
      "properties": {
        "to": {
          "type": "number"
        },
        "from": {
          "type": "number"
        }
      }
    },
    "features_priced_in": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "service_span_pln_net": {
      "type": "object",
      "required": [
        "from",
        "to"
      ],
      "properties": {
        "to": {
          "type": "number"
        },
        "from": {
          "type": "number"
        }
      },
      "description": "Lowest and highest price of the service over all answers."
    },
    "upkeep_pln_net_per_month": {
      "type": [
        "object",
        "null"
      ],
      "required": [
        "from",
        "to"
      ],
      "properties": {
        "to": {
          "type": "number"
        },
        "from": {
          "type": "number"
        }
      }
    }
  }
}

estimate_price annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

request_quote — Request a quote (step 1: code)

Advertised by the server during the last successful anonymous check.

Open-world

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.

request_quote input schema

{
  "type": "object",
  "required": [
    "email",
    "service",
    "answers"
  ],
  "properties": {
    "email": {
      "type": "string",
      "description": "The client's e-mail address. A 6-digit code is sent there."
    },
    "answers": {
      "type": "object",
      "required": [
        "q1",
        "q2",
        "q3",
        "when",
        "budget"
      ],
      "properties": {
        "q1": {
          "type": "string"
        },
        "q2": {
          "type": "string"
        },
        "q3": {
          "type": "string"
        },
        "when": {
          "type": "string"
        },
        "budget": {
          "type": "string"
        }
      },
      "description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
      "additionalProperties": false
    },
    "company": {
      "type": "string",
      "maxLength": 120,
      "description": "Company name (optional)."
    },
    "service": {
      "enum": [
        "automatyzacja",
        "asystent",
        "agenci",
        "aplikacja",
        "strategia",
        "prototyp",
        "szkolenie",
        "mentoring"
      ],
      "type": "string",
      "description": "Service id from list_services."
    },
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    },
    "description": {
      "type": "string",
      "maxLength": 500,
      "description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
    }
  },
  "additionalProperties": false
}

request_quote output schema

{
  "type": "object",
  "required": [
    "token",
    "code_valid_minutes"
  ],
  "properties": {
    "token": {
      "type": "string",
      "description": "Pass it to confirm_quote with the code."
    },
    "code_valid_minutes": {
      "type": "number"
    }
  }
}

request_quote annotations

{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

confirm_quote — Request a quote (step 2: confirm)

Advertised by the server during the last successful anonymous check.

Open-world

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.

confirm_quote input schema

{
  "type": "object",
  "required": [
    "email",
    "service",
    "answers",
    "token",
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "pattern": "^\\d{6}$",
      "description": "The 6-digit code from the e-mail."
    },
    "email": {
      "type": "string",
      "description": "The client's e-mail address. A 6-digit code is sent there."
    },
    "token": {
      "type": "string",
      "description": "Token returned by request_quote."
    },
    "answers": {
      "type": "object",
      "required": [
        "q1",
        "q2",
        "q3",
        "when",
        "budget"
      ],
      "properties": {
        "q1": {
          "type": "string"
        },
        "q2": {
          "type": "string"
        },
        "q3": {
          "type": "string"
        },
        "when": {
          "type": "string"
        },
        "budget": {
          "type": "string"
        }
      },
      "description": "Option ids chosen for the questions of the service (get_quote_questions): q1, q2, q3, when, budget.",
      "additionalProperties": false
    },
    "company": {
      "type": "string",
      "maxLength": 120,
      "description": "Company name (optional)."
    },
    "service": {
      "enum": [
        "automatyzacja",
        "asystent",
        "agenci",
        "aplikacja",
        "strategia",
        "prototyp",
        "szkolenie",
        "mentoring"
      ],
      "type": "string",
      "description": "Service id from list_services."
    },
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    },
    "description": {
      "type": "string",
      "maxLength": 500,
      "description": "The client's need in their own words (optional). Features it mentions, such as integrations, are priced in."
    }
  },
  "additionalProperties": false
}

confirm_quote output schema

{
  "type": "object",
  "required": [
    "sent"
  ],
  "properties": {
    "sent": {
      "type": "boolean"
    }
  }
}

confirm_quote annotations

{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

list_blog_posts — Blog posts

Advertised by the server during the last successful anonymous check.

Advertised read-only

Posts of Rafał Doniec's blog about AI in companies, newest first.

list_blog_posts input schema

{
  "type": "object",
  "properties": {
    "language": {
      "enum": [
        "pl",
        "en"
      ],
      "type": "string",
      "description": "Language of the texts in the result. Default: en."
    }
  },
  "additionalProperties": false
}

list_blog_posts output schema

{
  "type": "object",
  "required": [
    "posts",
    "feed"
  ],
  "properties": {
    "feed": {
      "type": "string"
    },
    "posts": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "title",
          "url",
          "summary",
          "published"
        ],
        "properties": {
          "url": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "summary": {
            "type": "string"
          },
          "published": {
            "type": "string",
            "description": "RFC 822 date from the feed."
          }
        }
      }
    },
    "first_post_expected": {
      "type": "string",
      "description": "Date of the first post, while none is out yet."
    }
  }
}

list_blog_posts annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

get_contact — Contact details

Advertised by the server during the last successful anonymous check.

Advertised read-only

How to reach Rafał Doniec: e-mail, booking a call, LinkedIn, and the company details.

get_contact input schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

get_contact output schema

{
  "type": "object",
  "required": [
    "name",
    "email",
    "book_a_call",
    "linkedin",
    "location",
    "company",
    "website"
  ],
  "properties": {
    "name": {
      "type": "string"
    },
    "email": {
      "type": "string"
    },
    "company": {
      "type": "object",
      "required": [
        "name",
        "nip",
        "regon"
      ],
      "properties": {
        "nip": {
          "type": "string"
        },
        "name": {
          "type": "string"
        },
        "regon": {
          "type": "string"
        }
      }
    },
    "website": {
      "type": "string"
    },
    "linkedin": {
      "type": "string"
    },
    "location": {
      "type": "string"
    },
    "book_a_call": {
      "type": "string"
    }
  }
}

get_contact annotations

{
  "readOnlyHint": true,
  "openWorldHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

1 advertised

offer-card — Offer card

Advertised by the server during the last successful anonymous check.

Shows the result of estimate_price as a card: price range, duration, upkeep, breakdown.

offer-card URI

ui://rafaldoniec/offer-card.html

MIME type: text/html;profile=mcp-app

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: 1573 ms
95th percentile latency: 1573 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 9:16 AM UTC · probe · passed · 1573 ms · metadata changed · 8 tool(s), 1 resource(s), 0 resource template(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http rafa-doniec-mcp https://www.rafaldoniec.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add rafa-doniec-mcp --url https://www.rafaldoniec.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable rafa-doniec-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "rafa-doniec-mcp": {
      "url": "https://www.rafaldoniec.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "rafa-doniec-mcp": {
      "type": "streamableHttp",
      "url": "https://www.rafaldoniec.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start rafa-doniec-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "rafa-doniec-mcp": {
      "type": "http",
      "url": "https://www.rafaldoniec.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http rafa-doniec-mcp https://www.rafaldoniec.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "rafa-doniec-mcp": {
      "url": "https://www.rafaldoniec.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "rafa-doniec-mcp": {
      "serverUrl": "https://www.rafaldoniec.com/mcp"
    }
  }
}

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Rafał Doniec MCP

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30-day availability

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