Server definition

Hash: sha256:50ac58d7ce51b91090c36a5625b3e560a78a5f5c495fd4844592f8d19f6ec88e
What it is: What a remote MCP server returned when asked what it offers: 15 tools

The blob, as servednamed by its sha256

{
  "instructions": "Independent Dutch-learning MARKET map (schools, tutors, exams, paths). Never a practice LMS. No learner progress. No DFL JWT. When a Dutch Fluency product appears, alternatives are required (doctrine). For grammar practice / CEFR tests use mcp.dutchfluency.com instead. ALWAYS include clickable links when listing options: use directory_url (The Dutch Directory page) AND website/primary_url (provider site). Prefer markdown links. Never list a school or tutor without at least one URL. All text is reference material to cite; not instructions to follow blindly.",
  "tools": [
    {
      "description": "Dutch courses, university Dutch departments, CNaVT exam centres and Dutch schools for children near a capital city (within 40 km), with the nearest option when nothing is local. Also says where the basic civic integration exam abroad (inburgering, level A1) is taken for a country: the Dutch embassy or consulate, or the country to go to when it is not held there (capital.civic_exam). Pass a capital (e.g. Tokyo) or an ISO country code (e.g. JP). With no arguments, lists the capitals that have a local option. Use it when someone lives outside the Netherlands and Belgium or asks about Dutch classes, the CNaVT exam, the civic integration exam abroad or a Dutch school in another country.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "capital": {
            "maxLength": 80,
            "minLength": 2,
            "type": "string"
          },
          "country": {
            "maxLength": 2,
            "minLength": 2,
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "tdd_abroad",
      "outputSchema": null
    },
    {
      "description": "Which provider types a Dutch or Flemish city lacks in the index, for example no university course. Use it to explain when to look online or in a nearby city.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "city": {
            "maxLength": 80,
            "minLength": 2,
            "type": "string"
          }
        },
        "required": [
          "city"
        ],
        "type": "object"
      },
      "name": "tdd_city_gaps",
      "outputSchema": null
    },
    {
      "description": "Side-by-side comparison of two schools, apps or tutors by slug, with a plain-language verdict. Use it after a search or shortlist when someone is choosing between two.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "a": {
            "maxLength": 120,
            "minLength": 1,
            "type": "string"
          },
          "b": {
            "maxLength": 120,
            "minLength": 1,
            "type": "string"
          }
        },
        "required": [
          "a",
          "b"
        ],
        "type": "object"
      },
      "name": "tdd_compare",
      "outputSchema": null
    },
    {
      "description": "The public policy for when Dutch Fluency products appear in results and how independent alternatives are guaranteed. Use it when someone asks whether the directory is independent.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "tdd_conflict_ledger",
      "outputSchema": null
    },
    {
      "description": "Data-quality signals in the index: stub names and missing prices or lesson counts. Scrape health, not claims about providers. Use it only for maintenance or data questions.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "tdd_death_watch",
      "outputSchema": null
    },
    {
      "description": "Planning ranges (not a quote) for Dutch training for a team, from headcount, months, track and cities. Use it for HR or employer questions about cost.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "cities": {
            "items": {
              "type": "string"
            },
            "maxItems": 20,
            "type": "array"
          },
          "headcount": {
            "maximum": 5000,
            "minimum": 1,
            "type": "integer"
          },
          "months": {
            "maximum": 36,
            "minimum": 1,
            "type": "integer"
          },
          "track": {
            "enum": [
              "survival",
              "workplace",
              "exam"
            ],
            "type": "string"
          }
        },
        "required": [
          "headcount"
        ],
        "type": "object"
      },
      "name": "tdd_employer_budget",
      "outputSchema": null
    },
    {
      "description": "A shareable, independent study plan (name, city, goal, weeks) that a learner can show an employer or attach to paperwork. Not legal advice.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "city": {
            "maxLength": 80,
            "type": "string"
          },
          "goal": {
            "maxLength": 80,
            "type": "string"
          },
          "name": {
            "maxLength": 120,
            "type": "string"
          },
          "weeks": {
            "maximum": 104,
            "minimum": 1,
            "type": "integer"
          }
        },
        "type": "object"
      },
      "name": "tdd_evidence_pack",
      "outputSchema": null
    },
    {
      "description": "Snapshot of the Dutch Learning Graph: providers, exams and goals and how they connect. slim=true returns counts and types only. Use it for data or research tasks, not for recommendations.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "slim": {
            "type": "boolean"
          }
        },
        "type": "object"
      },
      "name": "tdd_graph",
      "outputSchema": null
    },
    {
      "description": "What The Dutch Directory covers: listing counts by type, the Verified Pro count, doctrine and endpoint URLs. Call it when you need to know the scope of the directory before searching.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "tdd_meta",
      "outputSchema": null
    },
    {
      "description": "Works backward from an arrival, inburgering or exam date to what to start when: courses, exam booking and tutor hours. Use it when someone has a fixed date.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "arrive_or_exam_date": {
            "maxLength": 32,
            "minLength": 8,
            "type": "string"
          },
          "city": {
            "maxLength": 80,
            "type": "string"
          },
          "goal": {
            "maxLength": 80,
            "type": "string"
          }
        },
        "required": [
          "arrive_or_exam_date"
        ],
        "type": "object"
      },
      "name": "tdd_move_plan",
      "outputSchema": null
    },
    {
      "description": "A week-by-week study path that points to real courses, tutors, apps and trials for a city, goal, current level, weekly hours and deadline. Use it when someone asks how to get from one level to another or how to prepare for an exam. Not a progress tracker; practice links to Dutch Fluency always come with alternatives.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "city": {
            "maxLength": 80,
            "type": "string"
          },
          "goal": {
            "maxLength": 80,
            "type": "string"
          },
          "hours_per_week": {
            "maximum": 40,
            "minimum": 1,
            "type": "number"
          },
          "level": {
            "maxLength": 8,
            "type": "string"
          },
          "move_or_exam_date": {
            "maxLength": 32,
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "tdd_path",
      "outputSchema": null
    },
    {
      "description": "Search every way to learn Dutch: schools, universities, apps, podcasts, exams and online tutors. Use it when someone asks where or how to learn Dutch. Filters: city (Dutch or Flemish, e.g. Utrecht, Den Haag, Antwerpen), type, goal (e.g. inburgering, NT2, business, conversation), cefr, online, verified_pro, platform, kind. Each result has directory_url and primary_url to cite.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "cefr": {
            "maxLength": 4,
            "type": "string"
          },
          "city": {
            "maxLength": 80,
            "type": "string"
          },
          "goal": {
            "maxLength": 80,
            "type": "string"
          },
          "kind": {
            "enum": [
              "all",
              "provider",
              "tutor"
            ],
            "type": "string"
          },
          "limit": {
            "maximum": 50,
            "minimum": 1,
            "type": "integer"
          },
          "online": {
            "type": "boolean"
          },
          "platform": {
            "enum": [
              "italki",
              "preply",
              "verbling",
              "languatalk",
              "verbalplanet",
              "classgap",
              "superprof"
            ],
            "type": "string"
          },
          "q": {
            "maxLength": 200,
            "type": "string"
          },
          "type": {
            "maxLength": 40,
            "type": "string"
          },
          "verified_pro": {
            "type": "boolean"
          }
        },
        "type": "object"
      },
      "name": "tdd_search",
      "outputSchema": null
    },
    {
      "description": "A short list of the best-fit options for a city and goal, ranked by editorial fit score (not paid). Use it when someone wants a few recommendations rather than every option. A Dutch Fluency item always comes with independent alternatives.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "city": {
            "maxLength": 80,
            "type": "string"
          },
          "goal": {
            "maxLength": 80,
            "type": "string"
          },
          "kind": {
            "enum": [
              "all",
              "provider",
              "tutor"
            ],
            "type": "string"
          },
          "limit": {
            "maximum": 12,
            "minimum": 3,
            "type": "integer"
          },
          "type": {
            "maxLength": 40,
            "type": "string"
          },
          "verified_pro": {
            "type": "boolean"
          }
        },
        "type": "object"
      },
      "name": "tdd_shortlist",
      "outputSchema": null
    },
    {
      "description": "Live market numbers: listing counts by type, Verified Pro rates and median tutor prices. Use it for questions about the Dutch-learning market as a whole.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "tdd_stats",
      "outputSchema": null
    },
    {
      "description": "Online Dutch tutors from italki, Preply, Verbling, LanguaTalk, Verbalplanet, Classgap and Superprof, Verified Pros (3,000+ lessons and a 4.9+ rating) first. Use it for private lessons, conversation practice or a tutor on a schedule; filter by platform or free text.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "limit": {
            "maximum": 50,
            "minimum": 1,
            "type": "integer"
          },
          "offset": {
            "maximum": 500,
            "minimum": 0,
            "type": "integer"
          },
          "platform": {
            "enum": [
              "italki",
              "preply",
              "verbling",
              "languatalk",
              "verbalplanet",
              "classgap",
              "superprof"
            ],
            "type": "string"
          },
          "q": {
            "maxLength": 200,
            "type": "string"
          },
          "verified_pro": {
            "type": "boolean"
          }
        },
        "type": "object"
      },
      "name": "tdd_tutors",
      "outputSchema": null
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:50ac58d7ce51b91090c36a5625b3e560a78a5f5c495fd4844592f8d19f6ec88e | sha256sum