ScoreFluent

com.scorefluent/scorefluentscorefluent.comstreamable-httpv0.1.0Scanned 2 hours ago

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

9 tools: 7 change things and 2 only read.

Reads private data · 0
Reads text others write · 0
Can send data out · 0
1 finding

Anlyon alternative

7 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

9 tools

Changes things 7Creates or changes something that can be changed back.Claude Code: ask

exam_overviewUse 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 where to start preparing.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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 where to start preparing. Returns the exam sections with task types, question counts and time limits, the writing and speaking scoring criteria (writing with word limits), and links to ScoreFluent guides. Do not use this to score or mark a student's answer; it only describes the exam.
Annotations the server declares
- title: Exam overview
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
practice_questionUse 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 listening question".No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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 listening question". Returns one random published question (prompt, passage, options, word limit, and an audio link for listening tasks) and a link where the student can answer it with the real timer and scoring. It never returns answers or model responses. Do not use it to check an answer; it only serves questions. For PTE Read Aloud or Describe Image, use speak_practice instead: it serves the question with a recorder so the student can answer and be scored in the chat.
Annotations the server declares
- title: Practice question
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
recorder_confirmConfirm the upload and queue it for scoring.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
Confirm the upload and queue it for scoring. Called by the speaking recorder card only.
Annotations the server declares
- title: Submit a recording
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
recorder_startReserve a recording slot and get an upload URL.No findings
Why it is in this group
- The name "recorder_start" says "start": a word for a change.
Description, as the server wrote it
Reserve a recording slot and get an upload URL. Called by the speaking recorder card only.
Annotations the server declares
- title: Start a recording
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
score_writingUse this when a student pastes an essay or summary for a PTE, IELTS, TOEFL, LanguageCert, MET or CELPIP writing task and wants a score.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
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. Returns marks out of the exam task maximum, a score and one line of feedback for each marking criterion, and the top improvements. Pass the questionId from practice_question when the text answers one of our questions; otherwise pass the prompt the student wrote to. Pass exactly one of the two. Free up to a daily limit. This is the quick score: Personalised Tips on the site add sentence-level annotations and verified marks. When the student is signed in to ScoreFluent and the text answers one of our questions, the scored attempt is saved to their History.
Annotations the server declares
- title: Score writing
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: false
speak_practiceUse whenever a student asks for a PTE Read Aloud or Describe Image to practise, even without mentioning recording or scores.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Use whenever a student asks for a PTE Read Aloud or Describe Image to practise, even without mentioning recording or scores. Lets them practise the speaking task and get pronunciation and fluency scores. Shows a recorder card; desktop web only today. Do not use for scoring text.
Annotations the server declares
- title: Speaking practice
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
start_diagnosticUse when a student does not know which exam to take (diagnostic) or knows the exam and wants a starting baseline (placement).1 finding
Why it is in this group
- The name "start_diagnostic" says "start": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Findings
- Warn
  The server marks "start_diagnostic" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"destructiveHint":false,"openWorldHint":false}; The name "start_diagnostic" says "start": a word for a change.
  What this check looks for
Description, as the server wrote it
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 to a free test on the site; do not try to run the test in chat.
Annotations the server declares
- title: Start a diagnostic
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false

Only reads 2Looks things up and changes nothing.Show 2 read-only tools

check_read_aloudUse 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 audio.No findings
Why it is in this group
- The name "check_read_aloud" says "read": a word for reading.
Description, as the server wrote it
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 audio. Compares the words said against the passage: omitted, inserted and substituted words and a word-accuracy percentage. CONTENT ONLY — pronunciation, fluency and prosody need a recording: offer speak_practice or the answer link for those.
Annotations the server declares
- title: Check a Read Aloud transcript
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
recorder_resultRead the scoring status and scores for a recording.No findings
Why it is in this group
- The description's first verb is "read": a word for reading.
Description, as the server wrote it
Read the scoring status and scores for a recording. Called by the speaking recorder card only.
Annotations the server declares
- title: Recording result
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.

Reads private data0: Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write0: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnstart_diagnostic
The server marks "start_diagnostic" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"openWorldHint":false}; The name "start_diagnostic" says "start": a word for a change.
What this check looks for

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 0.1.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http scorefluent https://api.scorefluent.com/mcp/copilot

claude mcp add --transport http scorefluent https://api.scorefluent.com/mcp/copilot

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__scorefluent__check_read_aloud",
      "mcp__scorefluent__recorder_result"
    ],
    "ask": [
      "mcp__scorefluent__exam_overview",
      "mcp__scorefluent__practice_question",
      "mcp__scorefluent__score_writing",
      "mcp__scorefluent__start_diagnostic",
      "mcp__scorefluent__speak_practice",
      "mcp__scorefluent__recorder_start",
      "mcp__scorefluent__recorder_confirm"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as scorefluent. Review it before you use it.

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/com.scorefluent/scorefluent/verify?hash=ad8b71931f9a88353a362e0101555e1c20d4fb5b8404e0b177dd22c767263377" | jq -e '.changed == false'

Pinned hash ad8b71931f9a, from Nov 5, 2026, 10:18 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.scorefluent/scorefluent/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

[![anlyon.dev](https://anlyon.dev/badge/com.scorefluent/scorefluent.svg)](https://anlyon.dev/servers/com.scorefluent/scorefluent)

Source: MCP Registry. Synced Nov 5, 2026, 10:18 UTC.