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Limpide tools

ai.limpide/toolslimpide.aistreamable-httpv1.0.0Scanned

Verified maths exercises for tutors and their students, each answer key right by construction.

1 tool: 1 change things.

Tools: 0 delete, 0 irreversible, 1 write, 0 read.
  • Reads private data · 0
  • Reads text others write · 0
  • Can send data out · 0
  • 1 finding

Anlyon alternative

1 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.

1 tool

Changes things 1Claude Code: ask
  • generate_exercisesVerified maths exercises for tutors, human or AI: product equations (équations produit) of degree 2 and 3, first year of maturité, in French (Swiss course conventions) or English.1 finding

    Why it is in this group

    • The name "generate_exercises" says "generate": 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 "generate_exercises" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}; The name "generate_exercises" says "generate": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Verified maths exercises for tutors, human or AI: product equations (équations produit) of degree 2 and 3, first year of maturité, in French (Swiss course conventions) or English. Each exercise is built from its solutions, so its answer key is always right. Each one sets a named trap, the error it tests (hidden common factor, difference of squares, sum of squares, x as a common factor, grouping, perfect square). Returns the statement for the student and, for the tutor only, the solution set, explained steps with the trap step and its note, and figureUrl: the graph of the function, whose zeros are the solutions. Never show the solution to the student. Give a seed to get the same exercise again; its id names it. Give a date (YYYY-MM-DD) instead for the exercise of that day, the same for every reader: today's date gives the exercise of the day. Deterministic: use this instead of writing exercises and answer keys yourself.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: 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
  • The server marks "generate_exercises" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}; The name "generate_exercises" says "generate": 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.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http tools https://tools.limpide.ai/mcp?via=registry
claude mcp add --transport http tools https://tools.limpide.ai/mcp?via=registry

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": [],
    "ask": [
      "mcp__tools__generate_exercises"
    ],
    "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 tools. Review it before you use it.

Pin

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/ai.limpide/tools/verify?hash=81992230b7530dae96cf7c3b67e69fc5e22d44aff8ef3bf0a0abee8b3f7c7411" | jq -e '.changed == false'

Pinned hash 81992230b753, from Oct 29, 2026, 15:18 UTC.

Watch

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

https://anlyon.dev/servers/ai.limpide/tools/changes.xml

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

Badge

anlyon.dev badge for ai.limpide/tools
[![anlyon.dev](https://anlyon.dev/badge/ai.limpide/tools.svg)](https://anlyon.dev/servers/ai.limpide/tools)

Source: MCP Registry. Synced Oct 29, 2026, 15:17 UTC.