MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

FindADoctor.si France

Find doctors in France by condition, procedure or place, with fee category and sources. No sign-up.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
556 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 556 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name findadoctor-si-fr.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 556 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 556 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    20 of 20 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-16T02:25:23.068272Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using FindADoctor.si France

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http findadoctor-si-france https://api-fr.findadoctor.si/mcp

Capabilities

Tools 5

about_database

Sources, licences, read dates, coverage counts and known gaps. Free.

Discovered
get_doctor

Evidence for doctors in France from search_doctors: pass doctor_ids (up to 10 at once) or one doctor_id. Each different doctor you open counts toward a daily limit for your connection (replies show daily_doctor_limit when it matters); opening a doctor again the same day is free. Open the doctors you are seriously considering, not every result. Each doctor: RPPS number (check on annuaire.sante.fr), official specialties, official extra competences and university diplomas (DU/DIU), practice modes; every practice from the RPPS register and the Ameli directory with address, phone, setting, role, fee category (Secteur 1/2, OPTAM) and hospital FINESS number; from Maiia or hospital pages when the doctor has one: stated expertise, procedures offered, hospital department and role, qualifications, languages, consultation fees, online booking, video consultations, whether online booking is open to new patients; source pages with read dates; and industry_links: Transparence Santé declarations by drug and device companies (agreements, benefits, payments) by year, company and purpose, shown as declared (licence CC BY-NC-SA 4.0; not evidence of expertise or wrongdoing). Profile text is not reproduced: give the person the source page link for the doctor's own words.

Discovered
hospital_procedure_volumes

Which French hospitals and private clinics perform a procedure most, from Open CCAM (ATIH): number of acts per hospital site per year, 2021-2025, public and private. Counts hospital stays and day cases only (PMSI MCO); procedures done in a doctor's office or a hospital outpatient clinic are not counted, and a site with fewer than 11 stays for an act is not listed. procedure = English or French text ('cataract', 'knee replacement', 'prothèse genou', 'coloscopie', 'ablation fibrillation auriculaire') or CCAM codes; the reply lists the CCAM acts it added up, so check they fit the need (add-on codes and pathology are left out of text matches). For 'aneurysm' or 'stent' say where (brain, aorta, heart, carotid). place = city, postcode, Paris/Lyon/Marseille arrondissement, département number or a hospital FINESS number; without place it ranks all of France. Hospital-level only: it does not say which surgeon operates. Then use search_doctors with hospital_finess (salaried hospital doctors) or with the hospital's postcode and the specialty (self-employed surgeons at private clinics). Free.

Discovered
list_specialties

Specialty names in this database (official French names from RPPS and Ameli, and English labels) with doctor counts. Free.

Discovered
search_doctors

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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected556 ms5