geocode
shallowai.mapmap/mapmap · Verify this server
Turn a place (address, POI, town) into coordinates. Ask two ways, and they combine: `query` is free text, one run-together string, the way a person types into a search box, and `street`, `housenumber`, `city`, `postcode` and `country` name the parts of an address separately. At least one of the two is required. Pass the parts whenever you already hold the address in parts (a form, a CRM row, a manifest): components are REQUIREMENTS, not hints, so `city: "London"` means a result outside London cannot come back at all, where "London" inside `query` only reorders. `country` takes an ISO 3166-1 alpha-2 code or a country name ("GB", "United Kingdom"); a value naming no country is refused rather than silently matching nothing. Returns up to `limit` (default 10) candidates with name, one-line label, lat/lon, type and address parts. Pass `focus` {lat, lon} to rank results near a location higher. A bare city or town name (no comma) lists that city's airports and main railway stations directly behind it, ahead of namesakes elsewhere. Each hit also carries `match`: a per-component matched/inferred/unmatched verdict, the `score_gap` to the runner-up, and which backend answered. READ IT before acting on an address, an unmatched or inferred postcode on the top hit means the answer does not carry the address you asked for, and a small `score_gap` means the ranking barely chose, so show the alternatives instead of picking one. Use `verify_places` when the address came from a model or a user and needs checking rather than using. Results are matched in `lang` (default "en"), so English exonyms ("Munich", "Cologne", "Geneva") resolve to the place meant; pass `lang` when querying in another language, or "default" for each place's local name.
1 trials · measured today
geocode scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.mapmap/mapmap, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/88786c6e-16c9-4262-a533-2fd6dd504e59)