# TerraLab > Map data ready for QGIS: open data extracts, GIS files, coordinates, elevation, French parcels. - name: ai.terra-lab/terralab - version: 1.0.0 - connection class: R0 (autonomous) - trust: 83/100 flags: no-repository - quality: 83/100 (good) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/ai.terra-lab%2Fterralab - tools: https://api.protogrid.dev/v1/servers/ai.terra-lab%2Fterralab/tools **An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe. ## Connection (mcpServers) ```json { "mcpServers": { "terralab": { "type": "http", "url": "https://mcp.terra-lab.ai/mcp" } } } ``` ## Trust - hygiene: 80 - liveness: 100 - freshness: 100 - provenance: 55 - drivers: +dns-namespace +website +reachable +uptime-100% +updated-10d-ago -no-repository - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 83/100 (good) ### protocol: 75 (weight 25) - warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28 - n/a `protocol.stateless`: only applies to 2026-07-28 servers - pass `protocol.transport`: streamable HTTP - n/a `protocol.list_ttl`: only applies to 2026-07-28 servers ### authorization: n/a (weight 15) - n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth - n/a `auth.secret_in_url`: no templated URL ### tool hygiene: 93 (weight 30) - pass `tools.descriptions`: every tool has a description - warn `tools.description_length`: 3 tools have descriptions over 1,024 characters, which crowds the context - pass `tools.schemas`: every tool has an object input schema - pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint - pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint - pass `tools.token_cost`: about 4,119 tokens to load every tool - pass `tools.api_dump`: tools are not a one-to-one API dump ### stability: 75 (weight 15) - warn `stability.changes`: 6 tool changes in 30 days - pass `stability.rug_pull`: no tool changed its meaning under the same name ### dependencies: n/a (weight 15) - n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package - tools: 6, about 4,119 tokens to load them all - tool set hash: 85ac7f309226f56ebf29effb9d4804f4 - tools last changed: 2026-10-19T12:57:26.897Z - badge: [![protogrid quality](https://protogrid.dev/badge/ai.terra-lab/terralab.svg)](https://protogrid.dev/servers/ai.terra-lab/terralab) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-19 `french_parcel` changed (description) - before: Use this when the user asks about the cadastral parcel (parcelle cadastrale) at an address or point in France: parcel id, commune, section, number, cadastral area, and the local urban plan zone (PLU or PLUi zone: label, type, document). Shows the parcel on a map with GeoJSON and KML downloads. France only. Never returns owners or property sales. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - after: Use this when the user asks which cadastral parcel (parcelle cadastrale, plot of land) is at an address or point in France, its reference (commune, section, number) and cadastral area, or which local urban plan zone applies there (PLU or PLUi zoning: zone label, type such as U, AU, A or N, and the plan document), for example before buying land or a house or before a building project. Reads the open data of the French cadastre (DGFiP) and of the Géoportail de l'Urbanisme. Shows the parcel on a map with GeoJSON and KML downloads. France only. Never returns owners or property sales. The zone is not a building permit decision. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - 2026-10-19 `open_gis_file` changed (description) - before: Use this when the user shares or links a geographic file (GeoJSON, KML, KMZ, GPX, zipped Shapefile, CSV with coordinates, WKT), pastes its content, or has a list of points or GeoJSON to put on a map, and wants to see it, understand it (format, coordinate system, extent, feature count, geometry types, fields, problems) or convert it to GeoJSON, KML, KMZ, GPX, Shapefile zip or CSV. Shapefile, GeoJSON, KML and CSV outputs open directly in QGIS. Also covers long tracks or point lists too big to write in the chat. Files up to 50 MB. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. TerraLab reads the file or link to answer and keeps no copy. - after: Use this when the user shares or links a geographic file (GeoJSON, KML, KMZ, GPX track, zipped Shapefile, CSV with coordinates, WKT), pastes its content, or has a list of points or GeoJSON to put on a map, and wants to see it, understand it (format, coordinate system, extent, feature count, geometry types, fields, problems) or convert it to GeoJSON, KML, KMZ, GPX, Shapefile zip or CSV, for example a GPX track to a Shapefile or a KML to GeoJSON. Shapefile, GeoJSON, KML and CSV outputs open directly in QGIS. Also covers long tracks or point lists too big to write in the chat. Not for fetching new data about a place: that is extract_open_data. Files up to 50 MB. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. TerraLab reads the file or link to answer and keeps no copy. - 2026-10-19 `extract_open_data` changed (description) - before: Use this when the user wants open geographic data for an area anywhere in the world: buildings, places, roads, addresses, administrative divisions, land use, points of interest, waterways, water areas, power lines, boundaries, railways, routes, transit stops or protected areas. The area is a bbox, a place, or a place with a radius. Returns the count, sample attributes, a map and a file (GeoJSON, KML, Shapefile zip or CSV) with its licence. One extract holds at most 20,000 features: for a town centre use a radius of about 1 km, for dense cities less. For one kind of place (pharmacies, schools, supermarkets) or land (forest, vineyards), set kind. One theme per call: extract the layers the user asks for; when they ask what data exists for a project, name the useful themes and let them choose before extracting several. Data: Overture Maps and OpenStreetMap. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file: list every format the user needs in formats, in this one call. - after: Use this when the user wants map data or GIS layers for a place or an area anywhere in the world, such as the data of a city, a town, a neighbourhood or a site: buildings, roads, addresses, points of interest (shops, schools, pharmacies), land use, waterways, water areas, railways, transit stops, power lines, protected areas, administrative divisions and boundaries, places or routes. The area is a place, a place with a radius, or a bbox. Returns the count, sample attributes, a map and a file (GeoJSON, KML, Shapefile zip or CSV) with its licence, ready for QGIS. One extract holds at most 20,000 features: for a town centre use a radius of about 1 km, for dense cities less. For one kind of place (pharmacies, schools, supermarkets) or land (forest, vineyards), set kind. For administrative boundaries (a commune, the departments of a region, a country) use divisions and set kind to the level: county, region or country. One theme per call: extract the layers the user asks for; when they ask for the data of a place without naming a layer, or what data exists for a project, name the useful themes and let them choose before extracting several. Data: Overture Maps and OpenStreetMap. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file: list every format the user needs in formats, in this one call. - 2026-10-19 `get_elevation` changed (description, inputSchema) - before: Use this when the user wants the altitude of places, an elevation profile (cross-section) between two or more points (min, max, total ascent and descent), or the terrain of an area: contour lines (topographic lines) and slope statistics (how steep or flat it is). mode "point": up to 100 points. mode "path": 2 or more points, sampled into at most 500 samples, with a profile chart. mode "area": a bbox or a place with a radius, up to about 10 x 10 km, with interval_m between lines; one area call answers how steep a site is. Data: Copernicus DEM, a 30 m surface model worldwide. Contours download as Shapefile, GeoJSON or KML, which open directly in QGIS. Needs a place, coordinates or an area: to explain what a DEM, a DSM or contour lines are, answer without this tool. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - after: Use this when the user asks how high a place is (altitude, height above sea level), wants an elevation profile or the climb between places (a hike, a ride or a road up a mountain: elevation gain and loss, highest and lowest points, cross-section), or asks about the terrain of an area, anywhere in the world: a DEM, relief or hillshade for QGIS, contour lines (topographic lines) and how steep or flat it is (slope). Place names work directly, for example a town and a summit. Reads the values from Copernicus DEM, a 30 m surface model of the whole world, and returns the numbers, a profile chart, the path or contours on a map and files. mode "point": up to 100 points. mode "path": 2 or more points, sampled into at most 500 samples. mode "area": a bbox, a place or a place with a radius, of any size: returns the DEM clipped to the area as a GeoTIFF (30 m, coarser for very large areas), a hillshade GeoTIFF and a slope GeoTIFF, which open directly in QGIS; for areas up to about 10 x 10 km it also returns contour lines (interval_m between lines; Shapefile, GeoJSON, KML) and slope statistics, so one call answers how steep a site is. Not for routes or travel times. Needs a place, coordinates or an area: to explain what a DEM, a DSM or contour lines are, answer without this tool. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - 2026-10-19 `convert_coordinates` changed (description) - before: Use this when the user gives coordinates in any common format (decimal degrees, degrees minutes seconds, UTM, MGRS, Lambert 93, "lat, lon" or "lon, lat") and wants them in another format or projection. The format of each line is detected automatically; for a national grid the numbers alone cannot reveal (Dutch RD, Swiss LV95, British National Grid, Polish 1992, Belgian Lambert 72) or a UTM zone given apart from the numbers, set source_epsg. Converts up to 1,000 lines to decimal degrees, DMS, UTM and MGRS (1 m), and optionally to an EPSG code. Also recommends the local projected CRS for working in QGIS. Returns a CSV and a GeoJSON download (both open directly in QGIS) and a map. Needs actual coordinates: to explain what a CRS, a projection or an EPSG code is, answer without this tool. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - after: Use this when the user gives coordinates and wants them in another system or format: decimal degrees, degrees minutes seconds (GPS), UTM, MGRS, Lambert 93 (EPSG:2154, the French grid) or an EPSG code, for example Lambert 93 to WGS84 latitude and longitude, or GPS coordinates to UTM. The format of each line is detected automatically, including "lat, lon" or "lon, lat"; for a national grid the numbers alone cannot reveal (Dutch RD, Swiss LV95, British National Grid, Polish 1992, Belgian Lambert 72) or a UTM zone given apart from the numbers, set source_epsg. Converts one point or up to 1,000 lines to decimal degrees, DMS, UTM and MGRS (1 m), and optionally to an EPSG code, shows them on a map, and recommends the local projected CRS for working in QGIS. Returns a CSV and a GeoJSON download (both open directly in QGIS). Needs actual coordinates: to explain what a CRS, a projection or an EPSG code is, or to write conversion code, answer without this tool. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - 2026-10-19 `find_places` changed (description) - before: Use this when the user asks to put, pin or plot places or addresses on an interactive map with their coordinates, wants the coordinates of an address or place name, the address at given coordinates, or a whole list of addresses (up to 100, pasted or as CSV with an address column) placed on a map. Worldwide, OpenStreetMap data; French street addresses are refined with the national address base. Shows the points on a map; for a list, gives a CSV with latitude and longitude added (opens directly in QGIS as a delimited text layer), plus KML and GeoJSON. Not for weather, opening hours, reviews, driving or travel directions and times, property prices, or general knowledge about a place (history, facts, travel advice): answer those without this tool. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - after: Use this when the user wants the coordinates (latitude and longitude, GPS position) of an address or place name, the address at given coordinates, or wants places or addresses put, pinned or plotted on an interactive map, including a whole list of addresses (up to 100, pasted or as CSV with an address column). Worldwide, OpenStreetMap data; French street addresses are refined with the national address base. Shows the points on a map; for a list, gives a CSV with latitude and longitude added (opens directly in QGIS as a delimited text layer), plus KML and GeoJSON. Not for weather, opening hours, reviews, driving or travel directions and times, property prices, or general knowledge about a place (history, facts, travel advice): answer those without this tool. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. Full history: https://api.protogrid.dev/v1/servers/ai.terra-lab%2Fterralab/changes ## Remotes - https://mcp.terra-lab.ai/mcp (streamable-http, auth none, reachable true, uptime30d 1) ## Packages _none_ ## Tools (6) - `convert_coordinates`: Use this when the user gives coordinates and wants them in another system or format: decimal degrees, degrees minutes seconds (GPS), UTM, MGRS, Lambert 93 (EPSG:2154, the French grid) or an EPSG code, for example Lambert 93 to WGS84 latitude and longitude, or GPS coordinates to UTM. The format of each line is detected automatically, including "lat, lon" or "lon, lat"; for a national grid the numbers alone cannot reveal (Dutch RD, Swiss LV95, British National Grid, Polish 1992, Belgian Lambert 72) or a UTM zone given apart from the numbers, set source_epsg. Converts one point or up to 1,000 lines to decimal degrees, DMS, UTM and MGRS (1 m), and optionally to an EPSG code, shows them on a map, and recommends the local projected CRS for working in QGIS. Returns a CSV and a GeoJSON download (both open directly in QGIS). Needs actual coordinates: to explain what a CRS, a projection or an EPSG code is, or to write conversion code, answer without this tool. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - `extract_open_data`: Use this when the user wants map data or GIS layers for a place or an area anywhere in the world, such as the data of a city, a town, a neighbourhood or a site: buildings, roads, addresses, points of interest (shops, schools, pharmacies), land use, waterways, water areas, railways, transit stops, power lines, protected areas, administrative divisions and boundaries, places or routes. The area is a place, a place with a radius, or a bbox. Returns the count, sample attributes, a map and a file (GeoJSON, KML, Shapefile zip or CSV) with its licence, ready for QGIS. One extract holds at most 20,000 features: for a town centre use a radius of about 1 km, for dense cities less. For one kind of place (pharmacies, schools, supermarkets) or land (forest, vineyards), set kind. For administrative boundaries (a commune, the departments of a region, a country) use divisions and set kind to the level: county, region or country. One theme per call: extract the layers the user asks for; when they ask for the data of a place without naming a layer, or what data exists for a project, name the useful themes and let them choose before extracting several. Data: Overture Maps and OpenStreetMap. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file: list every format the user needs in formats, in this one call. - `find_places`: Use this when the user wants the coordinates (latitude and longitude, GPS position) of an address or place name, the address at given coordinates, or wants places or addresses put, pinned or plotted on an interactive map, including a whole list of addresses (up to 100, pasted or as CSV with an address column). Worldwide, OpenStreetMap data; French street addresses are refined with the national address base. Shows the points on a map; for a list, gives a CSV with latitude and longitude added (opens directly in QGIS as a delimited text layer), plus KML and GeoJSON. Not for weather, opening hours, reviews, driving or travel directions and times, property prices, or general knowledge about a place (history, facts, travel advice): answer those without this tool. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - `french_parcel`: Use this when the user asks which cadastral parcel (parcelle cadastrale, plot of land) is at an address or point in France, its reference (commune, section, number) and cadastral area, or which local urban plan zone applies there (PLU or PLUi zoning: zone label, type such as U, AU, A or N, and the plan document), for example before buying land or a house or before a building project. Reads the open data of the French cadastre (DGFiP) and of the Géoportail de l'Urbanisme. Shows the parcel on a map with GeoJSON and KML downloads. France only. Never returns owners or property sales. The zone is not a building permit decision. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - `get_elevation`: Use this when the user asks how high a place is (altitude, height above sea level), wants an elevation profile or the climb between places (a hike, a ride or a road up a mountain: elevation gain and loss, highest and lowest points, cross-section), or asks about the terrain of an area, anywhere in the world: a DEM, relief or hillshade for QGIS, contour lines (topographic lines) and how steep or flat it is (slope). Place names work directly, for example a town and a summit. Reads the values from Copernicus DEM, a 30 m surface model of the whole world, and returns the numbers, a profile chart, the path or contours on a map and files. mode "point": up to 100 points. mode "path": 2 or more points, sampled into at most 500 samples. mode "area": a bbox, a place or a place with a radius, of any size: returns the DEM clipped to the area as a GeoTIFF (30 m, coarser for very large areas), a hillshade GeoTIFF and a slope GeoTIFF, which open directly in QGIS; for areas up to about 10 x 10 km it also returns contour lines (interval_m between lines; Shapefile, GeoJSON, KML) and slope statistics, so one call answers how steep a site is. Not for routes or travel times. Needs a place, coordinates or an area: to explain what a DEM, a DSM or contour lines are, answer without this tool. Never use the user's current location unless they type it. Give the place as the user names it (place name, address or coordinates): this tool locates it, so find_places is not needed first. Download links build their file when opened; no file is saved. Never pass these links to open_gis_file. - `open_gis_file`: Use this when the user shares or links a geographic file (GeoJSON, KML, KMZ, GPX track, zipped Shapefile, CSV with coordinates, WKT), pastes its content, or has a list of points or GeoJSON to put on a map, and wants to see it, understand it (format, coordinate system, extent, feature count, geometry types, fields, problems) or convert it to GeoJSON, KML, KMZ, GPX, Shapefile zip or CSV, for example a GPX track to a Shapefile or a KML to GeoJSON. Shapefile, GeoJSON, KML and CSV outputs open directly in QGIS. Also covers long tracks or point lists too big to write in the chat. Not for fetching new data about a place: that is extract_open_data. Files up to 50 MB. Never use the user's current location unless they type it. Download links build their file when opened; no file is saved. TerraLab reads the file or link to answer and keeps no copy.