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Fluentoo MCP server

Which MCP servers are Fluentoo's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-11-04

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Whose server it is
  • Registry namefr.fluentoo/toeicverified in the MCP registry

The registry name sits under fluentoo.fr. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-11-04
  • Stateanswerschecked 2026-11-04
  • Tools4
  • Server calls itselffluentoo
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-11-04 the server answered initialize and tools/list without a sign-in. First answer in 449 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 1 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 1, the first on 2026-11-04
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
  • Answeredmeasuring1 of the 7 daily checks it takes to print a share
  • Median first answer500 ms
  • Space in an agent's context≈ 373 tokensthe definitions of all its tools (4), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 4 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers4 tools · read 2026-11-04
  • score_toeic

    Convertit un score TOEIC (10 à 990) en niveau CECRL et couleur de certificat, avec la répartition Listening/Reading estimée. Ou estime le score à partir du nombre de bonnes réponses dans chaque section (sur 100).

  • format_toeic

    Décrit le TOEIC Listening & Reading : durée, nombre de questions et contenu des 7 parties, avec un lien vers les exercices de chaque partie.

  • guides_toeic

    Cherche les guides Fluentoo sur un sujet (prix, inscription, durée, score 785, écoles, CPF, astuces Reading, vocabulaire...). Sans sujet, liste les principaux guides.

  • test_toeic_gratuit

    Donne les liens vers le test TOEIC gratuit (score estimé sur 990, sans compte), le test de niveau CECRL et les exercices gratuits.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "toeic": {
      "type": "http",
      "url": "https://fluentoo.fr/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http fluentoo https://fluentoo.fr/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://fluentoo.fr/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.