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generate_brp_test_data

Generate Dutch BRP/GBA test persons with valid BSNs, families, addresses and life events (married, widowed, deceased, moved, living abroad). Use this instead of inventing Dutch personal data: made-up BSNs fail the elfproef and are rejected by real systems. Deterministic per seed. For more than 50 people or CSV output, use the REST API at https://toolforte.com/api/v1/tools/brp-test-data-generator

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seedNoSame seed returns the same people. Omit for the default set.
countNo
maxAgeNo
minAgeNo
dateFormatNo
lifeEventsNoRelative weights per life event, for example {married: 5, widowed: 2}. Valid ids: plain, married, registeredPartnership, divorced, widowed, remarried, deceased, deceasedWithFamily, minor, nearRetirement, livesAbroad, movedRecently, confidential, underInvestigation, noFixedAddress
referenceYearNoYear ages and life events are calculated against.

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the behavioral burden. It discloses determinism per seed, the elfproef validity guarantee, and the limit/alternative for more than 50 people. It could also mention return format or side-effect-free nature, but it already provides meaningful behavioral context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences deliver the purpose, a usage rationale, determinism, and a fallback API. Every sentence earns its place, and the core action is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has 7 parameters, a nested object, no output schema, and no annotations. The description covers the main use case and boundary, but it does not explain return shape, how families/addresses are represented, or the meaning of dateFormat and age ranges. This is adequate but not complete for a complex generator.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 43%, and the description compensates only partially: it adds meaning for seed ('Deterministic per seed') and life events, but does not clarify minAge/maxAge, dateFormat, or count semantics beyond what the schema constraints imply. This is enough for a minimally viable definition but leaves gaps.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description begins with a specific verb and resource: 'Generate Dutch BRP/GBA test persons with valid BSNs, families, addresses and life events'. It clearly distinguishes this from sibling tools like generate_test_bsn by focusing on full synthetic persons rather than just a single BSN.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly says 'Use this instead of inventing Dutch personal data' and explains why: made-up BSNs fail the elfproef. It also names a concrete alternative for larger volumes: 'For more than 50 people or CSV output, use the REST API'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.6/5.0
Disambiguation4/5

Most tools have clearly distinct purposes, but some pairs could be confused: html_to_pdf vs url_to_pdf both produce PDFs, read_page vs url_screenshot both fetch a URL, and generate_test_bsn vs generate_brp_test_data both generate Dutch test data. Detailed descriptions mitigate most ambiguity, so agents can usually select correctly.

Naming Consistency5/5

All tool names follow a consistent snake_case convention with predictable verb_noun patterns (e.g., generate_*, validate_*, memory_*, url_*). The naming is uniform and makes each tool's function easily inferable from its name.

Tool Count2/5

35 tools is a heavy surface for any MCP server, even a general-purpose toolbox. The large number of niche Dutch-specific tools (BRP, UPA, BSN, holidays) may overwhelm agents and increase selection complexity. The server could benefit from splitting into smaller, focused servers.

Completeness3/5

The server covers a wide range of utilities, but there are notable gaps: no hash generation, no json_to_csv counterpart, and the workflow sub-domain only offers list/run without create/delete. Core utilities are present, but some obvious counterparts and lifecycle operations are missing.

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