# io.github.cturkieh/france-data-mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.cturkieh%2Ffrance-data-mcp/versions/latest)
- Connected to: https://france-data-mcp.vercel.app/mcp
- Repository: https://github.com/cturkieh/france-data-mcp
- Scoring rules: v2
- Tools: 37
- Average: 58.0 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how io.github.cturkieh/france-data-mcp's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 37 tools. Above 25, models start to tell tools apart less well.

## Tools

- `panorama_implantation_complet`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: point.lat, point.lon.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `geocode_adresse`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `autocomplete_commune`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `panorama_sante_territoire`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `densite_sante`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: include_etudiants, include_agents_publics.
  - Minor: The meaning of the boolean argument include_etudiants is unclear.
  - Minor: The meaning of the boolean argument include_agents_publics is unclear.
  - Minor: Says nothing about what it returns.
- `reverse_geocode`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `rpps_dans_etablissement`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: num_finess, include_etudiants, include_agents_publics, limit.
  - Minor: The meaning of the boolean argument include_etudiants is unclear.
  - Minor: The meaning of the boolean argument include_agents_publics is unclear.
- `enrichir_concurrents`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `historique_etablissement`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `reconcilier_finess_sirene`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `verifier_site_actif`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `rpps_search_by_name`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: include_etudiants, include_agents_publics.
  - Minor: The meaning of the boolean argument include_etudiants is unclear.
  - Minor: The meaning of the boolean argument include_agents_publics is unclear.
- `entreprises_in_radius`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `professionnels_rpps_par_dept`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: include_etudiants, include_agents_publics.
  - Minor: The meaning of the boolean argument include_etudiants is unclear.
  - Minor: The meaning of the boolean argument include_agents_publics is unclear.
- `profil_iris`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `compare_adresse_cnam_vs_finess`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compare_raison_sociale_finess_vs_rpps`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `entreprise_by_siren`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: siren.
- `centres_sante_by_finess`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cout_foncier`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `dynamique_immobiliere`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `etablissement_by_finess`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_commune_by_code`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `inspect_site`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `population`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `etablissements_finess_by_categorie`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `professionnel_by_rpps`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: rpps_id.
  - Minor: Required identifiers whose description does not say where the value comes from: rpps_id. Name the tool or the place that returns it, or models look it up first.
- `data_freshness`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `professionnels_rpps_in_radius`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: include_etudiants, include_agents_publics.
  - Minor: The meaning of the boolean argument include_etudiants is unclear.
  - Minor: The meaning of the boolean argument include_agents_publics is unclear.
- `etablissement_by_siret`: 63 / 100
  - Minor: String arguments with no constraint or example: siret.
- `etablissement_finess_by_nom`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `finess_sirene_coverage_in_radius`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `professionnels_par_specialite_dept`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `etablissements_finess_in_radius`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `lister_nomenclature`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `professionnels_in_radius`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `centres_sante_in_radius`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.

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