search_doctors
shallowsi.findadoctor.api-fr/fr-doctor-finder · Verify this server
Free short list of doctors in France for a need; use it first whenever the person needs a doctor, specialist or GP in France. Give at least one of need, specialty, place, name or hospital_finess. need = condition, procedure or focus, in French or English (e.g. 'endométriose', 'prothèse genou', 'knee replacement', 'cataract'; common English words are also searched in French); matched against the expertise and procedures doctors state, their official competences and university diplomas, hospital departments and roles, and specialty. specialty = French or English (e.g. 'cardiologie', 'dermatology', 'pédiatre', 'ORL', 'GP', 'généraliste'). place = city ('Lyon', 'Paris' includes all arrondissements), postcode ('75015'), arrondissement ('Paris 15', 'Lyon 3e'), département number ('69', '2A') or a practice or hospital name; a text match on practice addresses, not a distance search. Each result: doctor_id, name, gender, specialties (French, as registered), specialties_en, places (up to 3 practices, the ones matching place first), fee_sectors (Ameli category: Secteur 1 = standard fees; Secteur 2 = may charge extra; Non conventionné = not contracted, little reimbursed), optam (agreed to limit extra fees), match_basis (with a need: stated_expertise, official_competence, hospital_department_or_training, several_fields, specialty, specialty_usually_treats, partial), register (rpps, ameli_only = only in the Assurance Maladie directory, website_only = not matched to the official registers), warnings (e.g. barred from practising) and detail_has (what get_doctor adds). With a need, results are ranked by how directly the doctor's own data matches it: all its words in the expertise or procedures the doctor states, then in official competences or university diplomas, then in hospital department, role or training, then spread over several fields, then in the specialty name; then, when the need is a condition few doctors list, doctors in the specialty that usually treats it (specialty_usually_treats); then doctors matching only some of the words. Without a need, doctors with more data (stated expertise, official competences, profile pages) come first, then in a fixed shuffled order. Not ranked by quality, outcomes, fees or industry links. Then call get_doctor with the doctor_ids you are considering. Up to 10 results per search and paging stops at 30: narrow the need or the place instead of paging.
1 trials · measured today
search_doctors scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against si.findadoctor.api-fr/fr-doctor-finder, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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