ScoreFluentScoreFluent for ChatGPT and Claude
What it is
A free connector that gives Claude (and later ChatGPT) accurate exam context and real practice questions for PTE, IELTS, TOEFL, LanguageCert, MET and CELPIP. No account needed. Paste a writing answer to get a quick score in the chat; every question also links to scorefluent.com to answer it with timing and the full examiner report.
Tools
| Tool | What it returns |
|---|---|
| exam_overview | Exam structure, sections, task types, scoring scale, how writing tasks are marked, and where to start. |
| practice_question | One real published question for a task type, with the link to answer it. |
| score_writing | Paste an essay or summary for a writing task and get marks out of the task maximum with a line per marking criterion. Free up to a daily limit; the full examiner report with sentence-level annotations is on the site. |
| start_diagnostic | Not sure which exam? Links to the free 85-minute English Diagnostic; with a known exam, to the 10-minute placement test. |
| check_read_aloud | Read a Read Aloud passage in voice mode and get the words you missed, swapped or added, with a word-accuracy percentage. Words only; pronunciation and fluency need a recording. |
Speaking practice with an in-chat recorder (Read Aloud, Describe Image) is rolling out on desktop web; where the card cannot record, the link takes you to the site.
Add it to Claude
- From the Claude connectors directory once listed: find ScoreFluent and choose Connect.
- As a custom connector: Customize, then Connectors, then Add custom connector. Enter the URL https://api.scorefluent.com/mcp/claude and choose no authentication.
ChatGPT plugin listing is in review; the server URL for custom use is https://api.scorefluent.com/mcp/chatgpt.
Example prompts
- What’s in the PTE speaking section and how is Read Aloud scored?
- Give me a Summarize Written Text question to practise.
- How many words should a PTE essay be?
- Score this PTE essay: …
- Which English exam should I take?
Data and privacy
The connector is unauthenticated and stores no personal data. A tool call carries only the exam and task-type names. Links back to the site carry a utm_medium=mcp tag so we can see the channel works. Read our privacy policy and terms.
Support
Questions or problems: support@scorefluent.com.