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Dutch-learning market map: schools, Verified Pro tutors, exams, paths and courses near any capital.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 15 tools

Disambiguation3/5

Most tools have distinct purposes, but the planning cluster (tdd_path, tdd_move_plan, tdd_evidence_pack) and the data cluster (tdd_meta, tdd_stats, tdd_graph, tdd_death_watch) overlap enough that an agent could misselect. tdd_search vs tdd_shortlist vs tdd_path are differentiated mainly by wording rather than a clear structural boundary.

Naming Consistency5/5

Every tool uses the same tdd_ prefix with snake_case nouns (tdd_search, tdd_shortlist, tdd_move_plan). The convention is uniform throughout, making the surface predictable.

Tool Count4/5

15 tools is at the upper edge of the ideal range but each maps to a recognizable directory task (search, compare, stats, plans, abroad). It is slightly heavy but not bloated for a comprehensive learning directory.

Completeness4/5

The surface covers search, shortlisting, comparison, tutors, market stats, planning and exam guidance well. A single 'get one provider by slug' detail tool is arguably missing, but core workflows are workable around tdd_compare and tdd_search.

Available Tools

15 tools
tdd_abroadLearn Dutch abroadA
Read-onlyIdempotent
Inspect

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.

Inputs: capital, country.

tdd_city_gapsCity coverage gapsA
Read-onlyIdempotent
Inspect

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.

Inputs: city (required).

tdd_compareCompare two optionsA
Read-onlyIdempotent
Inspect

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.

Inputs: a (required), b (required).

tdd_conflict_ledgerDutch Fluency disclosure policyA
Read-onlyIdempotent
Inspect

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.

Inputs: no named parameters.

tdd_death_watchListing data healthA
Read-onlyIdempotent
Inspect

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.

Inputs: no named parameters.

tdd_employer_budgetEstimate an employer training budgetB
Read-onlyIdempotent
Inspect

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.

Inputs: headcount (required), track, cities, months.

tdd_evidence_packStudy plan evidence packC
Read-onlyIdempotent
Inspect

A shareable, independent study plan (name, city, goal, weeks) that a learner can show an employer or attach to paperwork. Not legal advice.

Inputs: city, goal, name, weeks.

tdd_graphLearning graph snapshotA
Read-onlyIdempotent
Inspect

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.

Inputs: slim.

tdd_metaDirectory overviewA
Read-onlyIdempotent
Inspect

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.

Inputs: no named parameters.

tdd_move_planPlan back from a deadlineA
Read-onlyIdempotent
Inspect

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.

Inputs: arrive_or_exam_date (required), city, goal.

tdd_pathBuild a study pathA
Read-onlyIdempotent
Inspect

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.

Inputs: city, goal, level, hours_per_week, +1 more.

tdd_shortlistRecommend a shortlistA
Read-onlyIdempotent
Inspect

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.

Inputs: city, goal, kind, type, +2 more.

tdd_statsMarket statisticsA
Read-onlyIdempotent
Inspect

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.

Inputs: no named parameters.

tdd_tutorsFind online Dutch tutorsA
Read-onlyIdempotent
Inspect

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.

Inputs: q, limit, offset, platform, +1 more.

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