Serveur MCP

Donnez le jeu de données à un assistant, pour chercher n’importe quel lieu par son nom ou par un point.

Serveur

URL
https://communes.pages.dev/mcp

HTTP streamable, sans compte. Chaque outil ne fait que lire.

Connecter

Dans une application de discussion, il répond aux questions sur les lieux. Dans un éditeur, l’assistant y lit les vrais codes et chiffres pendant qu’il écrit le fichier de données, le formulaire ou le test qui en a besoin.

Laisser l’assistant le faire

Si vous ne savez pas où votre application enregistre ses réglages, collez ceci à l’assistant lui-même.

invite
Ajoutez ce serveur MCP à votre propre configuration, puis utilisez-le.

  nom        morocco-communes
  url        https://communes.pages.dev/mcp
  transport  HTTP streamable
  accès      sans clé ni compte. C’est un serveur de données public,
             en lecture seule.

1. Trouvez où cette application enregistre ses serveurs MCP, et servez-
   vous de sa propre commande s’il y en a une, comme `claude mcp add`,
   plutôt que de modifier un fichier à la main.
2. Ajoutez le serveur sous ce nom. Si l’application ne parle que stdio,
   passez par un pont : npx mcp-remote https://communes.pages.dev/mcp
3. Dites-moi ce que vous avez écrit et où, et s’il faut redémarrer pour
   que ce soit pris en compte.
4. Appelez le serveur une fois et dites-moi dans quelle province se
   trouve Tafraout. Si ses outils ne sont pas encore chargés, dites-le
   plutôt que de répondre de mémoire.

Claude Code

Ajoutez --scope project pour le partager avec un dépôt, par son .mcp.json.

shell
claude mcp add --transport http morocco-communes https://communes.pages.dev/mcp

Claude et Claude Desktop

Dans Customize › Connectors, choisissez + puis Add custom connector, et collez l’adresse ci-dessus. Toutes les offres le permettent ; l’offre gratuite en autorise un. Sur Team et Enterprise, c’est un propriétaire qui l’ajoute, dans Organization settings › Connectors.

ChatGPT

Activez le Developer mode dans Settings › Security and login, puis ajoutez l’adresse ci-dessus sur chatgpt.com/plugins. C’est ouvert aux offres Plus, Pro, Business, Enterprise et Education, sur le web. Sur Business et Enterprise, un administrateur doit l’autoriser.

Cursor

Dans .cursor/mcp.json pour un projet, ou ~/.cursor/mcp.json pour tous.

.cursor/mcp.json
{
  "mcpServers": {
    "morocco-communes": {
      "url": "https://communes.pages.dev/mcp"
    }
  }
}

VS Code

Dans .vscode/mcp.json. La clé de premier niveau est servers, et type est obligatoire.

.vscode/mcp.json
{
  "servers": {
    "morocco-communes": {
      "type": "http",
      "url": "https://communes.pages.dev/mcp"
    }
  }
}

API Claude

Le connecteur MCP est en bêta, derrière l’en-tête ci-dessous.

shell
curl https://api.anthropic.com/v1/messages \
  -H "content-type: application/json" \
  -H "x-api-key: $ANTHROPIC_API_KEY" \
  -H "anthropic-version: 2023-06-01" \
  -H "anthropic-beta: mcp-client-2025-11-20" \
  -d '{
    "model": "claude-opus-5",
    "max_tokens": 1024,
    "messages": [
      {
        "role": "user",
        "content": "Which province is Tafraout in?"
      }
    ],
    "mcp_servers": [
      {
        "type": "url",
        "url": "https://communes.pages.dev/mcp",
        "name": "morocco-communes"
      }
    ],
    "tools": [
      {
        "type": "mcp_toolset",
        "mcp_server_name": "morocco-communes"
      }
    ]
  }'

API OpenAI

Un outil MCP distant dans l’API Responses. Chaque outil ici ne fait que lire : on peut se passer d’approbation.

shell
curl https://api.openai.com/v1/responses \
  -H "content-type: application/json" \
  -H "authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "model": "gpt-6-astra",
    "tools": [
      {
        "type": "mcp",
        "server_label": "morocco-communes",
        "server_url": "https://communes.pages.dev/mcp",
        "require_approval": "never"
      }
    ],
    "input": "Which province is Tafraout in?"
  }'

Outils

Les descriptions, en anglais, sont celles que lit le modèle.

get_commune Get one commune

One commune's names, type, région, province and cercle, 2024 and 2014 population, the change between them, a point inside it, the communes it borders and how much boundary it shares with each, and in the 6 cities divided into them, its arrondissements with their population. Identify it by HCP code (01.511.01.0), the code as digits, or a slug (tanger).

idobligatoire
stringAn HCP code, the code as digits, or a slug.

communes_near Communes near a point

Communes within a radius of a point, nearest first. Distance is measured to each commune's centroid, so the nearest commune isn't always the one that contains the point: commune_at gives that one.

latobligatoire
number [−90, 90]Latitude, in degrees.
lngobligatoire
number [−180, 180]Longitude, in degrees.
radius_km
number (0, 100]Radius in km. 10 when left out, at most 100.
limit
integer [1, 50]How many results. 10 when left out, at most 50.

commune_at Commune at a point

The commune whose boundary contains a point, with its names, type, parents and population, and in Casablanca, Rabat, Fès, Marrakech, Salé and Tanger the arrondissement too. Use it to turn coordinates, from a map or a device, into a commune. Sidi Mohamed Benmansour has no boundary, and neither do about 88 km² between Ifrane and Boulemane.

latobligatoire
number [−90, 90]Latitude, in degrees.
lngobligatoire
number [−180, 180]Longitude, in degrees.

list_communes List communes

Communes filtered by région, province or préfecture, cercle, type or population, 50 to a page, in code order or sorted by name, population, change since 2014, density, area, any census indicator or any establishment count. Filters combine; each unit can be given by code or slug. With no filter it lists every commune, so sort: "-population" alone gives the largest in the country.

region
stringA région, by code or slug.
province
stringA province or préfecture, by code or slug.
cercle
stringA cercle, by code or slug.
type
urban | ruralUrban or rural communes only.
sort
stringA field to order by: code, name, population, change, density, area, or a census indicator by its path, such as labour.unemploymentRate or amenities.runningWater, as get_indicators names them. Put 2014. before the path for the 2014 figure, or change. for how far it moved since, as in change.illiteracy.rate10Plus. An establishment count goes under economy., as in economy.establishments.jobs or economy.sector.commerce, as get_economy names them. A count on its own ranks the biggest places first, so 3 figures worked out from 2 counts rank by size of place rather than size: economy.per1000.establishments, economy.per1000.jobs and economy.perBusiness.jobs. A leading minus puts the largest first. Code order when left out.
min_population
integer [0, 10 000 000]Only communes with at least this many people in 2024.
max_population
integer [0, 10 000 000]Only communes with at most this many people in 2024.
page
integer [1, 10 000]Page number, from 1.

get_unit A région, province or cercle

One région, province, préfecture or cercle: its name in French and Arabic, its 2024 population and households, the units above it, how many units it holds, and the ones directly under it, named: a région's provinces, a province's cercles. This is the tool for a question about a unit above the commune, such as how many cercles a province has. For a commune or an arrondissement, call get_commune; to list a unit's communes, call list_communes with that unit.

unitobligatoire
stringA région, province, préfecture or cercle, by code or slug.
level
region | province | cercleThe level, where a name is shared: Tiznit is a commune and a province, and a name alone means the commune.

get_indicators Census indicators

HCP's census figures for Morocco or any région, province or préfecture, cercle, commune or arrondissement: age, marital status, fertility, disability, schooling, illiteracy, the languages people read and write and the local languages they use, education, work, employment status and how people get to work, and for households their size, dwelling, occupancy, amenities, wastewater, waste and cooking fuel.

Reading them: shares and rates are percentages from 0 to 100. Null means HCP publishes no figure there. Most come from the long questionnaire, which went to a random 20% of households in communes of 2,000 households or more, so there they're estimates.

Ranking and comparing: to order communes by one figure, call list_communes with sort set to its path. To compare the régions, the provinces or the arrondissements, give level without a unit and get them all in one call.

The 2014 census is here too, under census. Age, education, local languages, illiteracy, fertility, disability, work, the ways of getting to work, dwellings, amenities, wastewater and waste ask what 2024 asks and can be read against it. Where people work and how children get to school are 2014 only. Five topics changed and can't be subtracted: marital status covered everyone rather than people aged 15 and over, schooling ages 7 to 12 rather than 6 to 11, reading and writing was asked as combinations of languages rather than one at a time, a household counted under every cooking fuel it used, and the employment shares took in unemployed people who had worked before. A unit the 2014 census didn't count has null there, Casablanca and the 5 other cities with arrondissements among them, since 2014 published those by arrondissement.

unit
stringA région, province or préfecture, cercle, commune or arrondissement, by code or slug. Morocco as a whole when left out.
level
commune | arrondissement | province | region | cercleWith a unit, the level it's at, where a name is shared: Tiznit is a commune and a province, and a name alone means the commune. Without a unit, region, province or arrondissement gives every one of that level in one call.
topics
(population | sex | age | maritalStatus | fertility | disability | schooling | illiteracy | languagesReadAndWritten | education | localLanguages | labour | employmentStatus | commute | households | dwellingType | occupancy | dwellingAge | amenities | wastewater | householdWaste | cookingFuel)[]Only these topics. Every topic when left out. Two are easy to confuse: labour holds the labour force, the activity rate and the unemployment rate, while employmentStatus is how the people in work are employed, as employees, self-employed or apprentices.
area
total | urban | rural | eachThe whole unit (total), its urban or rural part, or each of the three. total when left out.
sex
all | male | female | eachEveryone (all), men, women, or each of the three. all when left out. Household figures have no sex.
census
2014 | 2024 | bothWhich census. 2024 when left out. both gives the two together, to see what changed.

get_economy Economic establishments

HCP's 2024 count of economic establishments for Morocco or any région, province or préfecture, cercle, commune or arrondissement: how many establishments were mapped, how many are public services, how many are associations in premises of their own, how many are businesses, and how many permanent jobs those businesses hold. The businesses are split three ways, each covering all of them: by sector (industry, construction, commerce, services), by how many people work there (1, 2-3, 4-9, 10-49, 50 and over), and by when they were founded (before 1956 through 2020 and later). The weekly souks in use are counted beside them and are not part of the total.

Reading them: every figure is a count, taken during the census by field teams who mapped each establishment. Farming is out, the workbook counts every sector but agriculture, and the jobs are the permanent ones.

Ranking and comparing: to order communes by one of these, call list_communes with sort set to its path, such as economy.establishments.jobs, or by one of the 3 it works out from them: economy.per1000.establishments, economy.per1000.jobs, economy.perBusiness.jobs. To compare the régions, the provinces or the arrondissements, give level without a unit and get them all in one call.

Casablanca and the 5 other cities divided into arrondissements are counted by arrondissement, so their figures are the sum of those, marked basis: arrondissement_sum. Say so when you report one.

unit
stringA région, province or préfecture, cercle, commune or arrondissement, by code or slug. Morocco as a whole when left out.
level
commune | arrondissement | province | region | cercleWith a unit, the level it's at, where a name is shared: Tiznit is a commune and a province, and a name alone means the commune. Without a unit, region, province or arrondissement gives every one of that level in one call.
topics
(establishments | sector | size | founded)[]Only these topics. Every topic when left out.

get_housing Urban housing stock

HCP's 2024 count of urban dwellings for Morocco or any unit that has an urban area: how many there are, how many are occupied, vacant or second homes, what kind they are (villa, apartment, traditional or modern Moroccan house, slum, rural-type), how old they are, what their walls and roofs are made of, how many are on the public electricity, water and sewerage networks, and HCP's housing shortfall. Every figure but the count is a percentage of that unit's urban dwellings. This counts dwellings, not households: a vacant flat is here and in nobody's census record, and get_indicators describes the dwelling each household lives in, for the whole country rather than the towns. A unit with no urban area has nothing here.

unit
stringA unit by code or slug. Morocco as a whole when left out.
level
commune | arrondissement | province | region | cercleWith a unit, the level it's at. Without one, region, province or arrondissement gives every one of that level.
topics
(dwellings | occupancy | type | age | ageByType | walls | roofs | networks)[]Only these topics. Every topic when left out.

Quoi demander

Le modèle appelle les outils de lui-même. Par exemple :

  • Dans quelle province se trouve Tafraout, et combien d’habitants compte-t-elle ?
  • Quelles communes rurales de la province de Chefchaouen ont perdu des habitants entre 2014 et 2024 ?
  • Dans quelle commune se trouve le point 30,42 ; −9,60 ?
  • Où le chômage est-il le plus élevé parmi les communes de plus de 50 000 habitants ?
  • À Tafraout, combien de femmes ne savent ni lire ni écrire, par rapport aux hommes ?
  • Où l’analphabétisme a-t-il le plus reculé entre les recensements de 2014 et 2024 ?