API for developers

Read the French4PR data as JSON. The API is free, needs no key and reads only. Base URL: https://french4pr.com/api/v1.

The OpenAPI 3.1 description is at /api/v1/openapi.json. Any website may call the API from a browser.

Endpoints

Each endpoint in this table takes GET. Any other method gives 405. A parameter that is not listed gives 400.

Endpoints of the French4PR API, with their parameters
Endpoint	Returns	Parameters
`GET /api/v1/listings`	Search and list listings	`q` (query, optional, string) Search text, with at least one letter or digit. Matches name, categories, attributes, description and place. Typos fall back to close matches. `country` (query, optional, string) ISO 3166-1 alpha-2 country code, any case. A country the directory does not cover, as listed in /places, gives 400. `region` (query, optional, string) Region slug, from /places. `city` (query, optional, string) City slug, from /places. `category` (query, optional, string) Category slug, from /categories. A parent slug also matches its children. `sort` (query, optional, one of: `relevance`, `name`, `recent`) `relevance` needs `q` and is the default with it. `name` is the default without `q`. `recent` is newest first. `limit` (query, optional, integer, 1 to 50, default 20) Items per page. `cursor` (query, optional, string) `page.nextCursor` from the previous response. Opaque. Send the same filters and `limit`.
`GET /api/v1/listings/{slug}`	Read one listing	`slug` (path, required, string) The listing slug.
`GET /api/v1/places`	List countries, regions and cities with counts	None
`GET /api/v1/categories`	List the category tree with counts	None
`GET /api/v1/sources`	List the data sources with license and refresh	None
`GET /api/v1/stats`	Counts and the last update	None

Examples

Find French providers

curl "https://french4pr.com/api/v1/listings?category=french-providers&country=CA&limit=5"

Read the next page

curl "https://french4pr.com/api/v1/listings?limit=5&cursor=<page.nextCursor from the last response>"

Read one French provider

slug=$(curl -s "https://french4pr.com/api/v1/listings?limit=1" | jq -r '.data[0].slug')
curl "https://french4pr.com/api/v1/listings/$slug"

List the places and categories you can filter by

curl "https://french4pr.com/api/v1/places"
curl "https://french4pr.com/api/v1/categories"

MCP server

An AI agent can use the same data through MCP at https://french4pr.com/mcp. It takes POST only: a GET in a browser gives 405. The server uses Streamable HTTP, keeps no session and needs no key. It reads only. It has the same rate limit, the same public fields and the same credit line as the API. The server card describes it.

search_listings: : Search published French providers by text, place and category.
get_listing: : Get one published French provider by its slug.
list_places: : List countries, regions and cities that have French providers.
list_categories: : List categories with their French provider counts.
get_stats: : Get the number of published French providers, places and categories, and when the data last changed.
list_sources: : List where the French provider data comes from, with the license and refresh of each source.

Add it to Claude Code

claude mcp add --transport http french4pr https://french4pr.com/mcp

Add it to a client that reads an mcpServers file, such as Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "french4pr": {
      "url": "https://french4pr.com/mcp"
    }
  }
}

List the tools with curl

curl -X POST "https://french4pr.com/mcp" -H "content-type: application/json" -H "accept: application/json, text/event-stream" -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Responses

A successful response has data and meta. A list response also has page, with these fields:

limit: : items on each page.
total: : items that match.
nextCursor: : send it back as cursor, with the same filters and limit. It is null on the last page.
capped: : true when more items match than the cursor can reach.
fuzzy: : true when the items are close matches for q.

An error has error (a sentence), code and sometimes details. Branch on code: invalid_parameter, invalid_cursor, not_found, method_not_allowed, rate_limited, internal_error.

Rate limits and caching

Each client may send 300 requests in 60 seconds. Every GET response has RateLimit-Limit and RateLimit-Policy. Over the limit you get 429 with Retry-After: wait that many seconds. The limit is counted at each Cloudflare location.

A successful response sends Cache-Control: public, max-age=60, s-maxage=300, stale-while-revalidate=600 and an ETag. Send the ETag back as If-None-Match to get 304 with no body.

Credit and licenses

Show this credit line next to the data you display:

Data from French4PR (https://french4pr.com). Each record keeps the license of its source, listed in meta.sources. A listing is a record, not an endorsement.

Every response lists its sources in meta.sources. Keep a source's license when you reuse its records.

Provider websites: license Each provider's own public page. The directory records facts (name, city, test offered, fee) and links back to the page on every row., refreshed monthly
OpenStreetMap (language schools): license Open Database License (ODbL) 1.0, (c) OpenStreetMap contributors., refreshed manual
IRCC (canada.ca) equivalency and CRS tables: license Government of Canada Terms and Conditions: non-commercial reproduction permitted with due diligence on accuracy and full attribution (https://www.canada.ca/en/transparency/terms.html). The tools restate public facts and cite the page., refreshed monthly

Published by French4PR. How we check each French provider.