r3tr0eth-emapCAUTION
emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial para Euskadi (ES/EU)
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
INFRAESTRUCTURA DE INTELIGENCIA GEOGRÁFICA · EUSKADI → EUROPA
[](https://github.com/r3tr0eth/emap-labs/actions/workflows/evals.yml) [](LICENSE) [](#licencias) [](releases/RELEASE-NOTES.md) [](https://doi.org/10.5281/zenodo.21282784)
Laboratorio de datos e IA detrás de emap: datasets urbanos versionados, búsqueda semántica, RAG geoespacial y benchmarks de retrieval en español y euskera. emap es el producto y el primer consumidor de todo lo que sale de aquí.
EN: Open geographic-retrieval benchmark (Spanish/Basque) and versioned urban mobility datasets for the Basque Country. Reproducible in three commands.
Benchmark · MCP · Reproducir · Datasets · Ética · Citar
Benchmark de retrieval ES/EU
Corpus dorado actual de 162 casos de búsqueda geográfica hiperlocal sobre 22 capas (fuentes, aseos, parking, transporte, DEA, farmacias, bibliotecas, cimas...) en español y euskera: 85 development, 29 held-out sellados y 48 challenge. Incluye 24 casos de abstención (answerable: false — el retriever que inventa, falla). El euskera se coteja con Itzuli, el traductor neuronal del Gobierno Vasco — no es euskera artificial de traducción automática sin revisar.
Última tabla histórica versionada (k=5, 2026-08-05; no reejecutada en el sprint 2026-08-27):
55e9c090bd28OBSERVED · 2026-10-13Exposed tools (5)
5 read · 0 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
explain_place | read | Contexto de un punto: barrio/municipio y servicios cercanos (rail, |
nearby_pois | read | POIs más cercanos de una capa concreta. Capas: fountains (fuentes), |
plan_hike | read | El monte en transporte público: cimas de Euskadi (2.825, OSM) |
plan_route | read | Ruta real entre dos puntos con la infraestructura propia de emap |
search_places | read | Búsqueda semántica local en español o euskera ( |
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | WARN |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | WARN |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (1 observation(s))
- Network
- declared (12 observation(s))
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (9)
curl -sf http://127.0.0.1:8084/health | head -c 400
curl -s -o /tmp/emap-mcp-init.json -w "initialize_http=%{http_code}\n" -X POST http://127.0.0.1:8084/mcp \# proxy_pass http://127.0.0.1:8084;
streamable-http
| Health (local al proceso) | `GET http://127.0.0.1:8084/health` | ✅ desde 0.1.1 |
.venv/bin/python mcp/smoke.py --base http://127.0.0.1:8084
evals/data/pois-euskadi/fountains.json
evals/data/pois-euskadi/sports.json
evals/data/processed/madrid/pois/fountains.json
Gates applied: no_behavioural_pass.
55e9c090bd28full audit observations/trust-audit/mcp-server/r3tr0eth__emap-labs.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-13 | 55e9c090bd28 | CAUTION | B | 89 | first audit |
Questions
What is the r3tr0eth-emap MCP server?
emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial para Euskadi (ES/EU)
What tools does r3tr0eth-emap expose?
5 in total: 5 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is r3tr0eth-emap safe to connect to an agent?
With care. The audit graded it B (89/100) and found 9 things worth knowing before you trust this server, listed below with the exact line each was found on.
What credentials does r3tr0eth-emap need?
No credential environment variables were found in its source, so it appears to need none.
How does r3tr0eth-emap run?
It speaks streamable-http, so it runs as a service you connect to over the network.
How current is this page?
The grade is for one exact copy of the source (55e9c090bd28), read on 2026-10-13. The repository is watched and re-audited when it changes.