Skip to main content
Glama

Suomiatlas — Finnish area statistics

Search Finnish places

search_places

Resolve a Finnish place name to the code every other Suomiatlas tool takes. Handles postal areas (e.g. Toukola, Töölö), municipalities (Espoo, Akaa) and regions (Uusimaa). Diacritics are optional: "toolo" finds "Töölö". Call this first whenever the user names a place rather than a code. Many Finnish neighbourhood names are shared across cities, so several results is normal — present the choices instead of assuming the first one. Postal-area results carry an inhabitant count with the year it was published for; if you quote it, quote the year with it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kindNoRestrict to one grain. Omit to search all three.
limitNoMaximum results (default 10).
queryYesPlace name or code, e.g. "Töölö", "Espoo", "00560"

TDQS

A4.4/5.0
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It discloses diacritic tolerance, the normal occurrence of multiple results, and the inhabitant-count-with-year detail. It omits no-match behavior and exact output structure, but for a read-only search tool this is reasonable coverage.

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?

The description is front-loaded with a precise purpose statement, followed by compact, useful guidance on usage and result interpretation. Every sentence contributes information, with no filler or redundancy.

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

Completeness4/5

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

Given the absence of an output schema, the description covers the essential integration behavior: returning a code, handling multiple results, and preserving the year with inhabitant counts. It lacks explicit error/no-match behavior, but it is adequate for selecting and invoking this search tool correctly.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3. The description adds meaning beyond the schema by giving concrete query examples, explaining the three kind values, and noting that multiple results are normal. It does not add to the limit parameter, but the schema already documents defaults and bounds.

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 first sentence clearly states it resolves a place name to the code used by other Suomiatlas tools, with explicit resource types (postal areas, municipalities, regions) and examples. This distinguishes it from analysis-focused sibling tools by positioning it as the initial lookup step.

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

Usage Guidelines4/5

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

It explicitly says 'Call this first whenever the user names a place rather than a code,' providing a clear when-to-use trigger. It also advises handling shared names by presenting choices, though it does not explicitly name alternatives for when a code is already known.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

A4.5/5.0
Disambiguation5/5

Each tool targets a unique operation: comparison, similarity, air quality, report download, history, current stats, variable listing, ranking, and place resolution. There is no functional overlap, and the descriptions reinforce distinct purposes.

Naming Consistency5/5

All tools use consistent verb_noun naming: compare_areas, find_similar_areas, get_air_quality, get_area_report, get_place_history, get_place_stats, list_variables, rank_areas, search_places. The pattern is uniform and predictable.

Tool Count5/5

With 9 tools, the set is well-scoped for a statistics server covering search, retrieval, comparison, ranking, and special features like air quality and reports. Each tool earns its place without bloat.

Completeness5/5

The tool surface covers the full workflow: resolving place names, listing available metrics, retrieving current stats, historical trends, area comparisons, ranking, air quality, similar areas, and report downloads. No obvious gaps for a read-only statistics API.

Resources