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ScoreFluent

MCP serverVerified domain · scorefluent.comRemote● Live

English exam prep: exam facts, practice questions and writing scores for PTE, IELTS, TOEFL.

Install

Remote server: your requests and data go to api.scorefluent.com. Claude Code: claude mcp add --transport http scorefluent https://api.scorefluent.com/mcp/copilot · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • exam_overview — Use this when a student asks what an English exam contains, how a task type is scored, how long a section is, what the score scale is, or wh
  • practice_question — Use this when a student wants a real practice question for an English exam task, for example "give me a PTE Write Essay prompt" or "a TOEFL
  • score_writing — Use this when a student pastes an essay or summary for a PTE, IELTS, TOEFL, LanguageCert, MET or CELPIP writing task and wants a score. Retu
  • start_diagnostic — Use when a student does not know which exam to take (diagnostic) or knows the exam and wants a starting baseline (placement). Returns a link
  • check_read_aloud — Use when a student has read a Read Aloud passage aloud and you have the transcript of what they said (for example from voice mode) but no au
  • speak_practice — Use whenever a student asks for a PTE Read Aloud or Describe Image to practise, even without mentioning recording or scores. Lets them pract
  • recorder_start — Reserve a recording slot and get an upload URL. Called by the speaking recorder card only.
  • recorder_confirm — Confirm the upload and queue it for scoring. Called by the speaking recorder card only.
  • recorder_result — Read the scoring status and scores for a recording. Called by the speaking recorder card only.

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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