Limpide tools
mcp remote · streamable-http · v1.0.0 · source: crawl
https://tools.limpide.ai/mcp?via=registry
Verified maths exercises for tutors and their students, each answer key right by construction.
Works
100
Verified Oct 31, 2026 · p50 346 ms · p95 348 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'limpide-tools' |
| tools_listed | 15 | pass | 3 tools |
| schema_complete | 15 | pass | 3 of 3 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 346 ms |
| latency_p95 | 5 | pass | p95 348 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (3)
| Name | Description | Schema |
|---|---|---|
generate_exercises | Verified maths exercises for tutors, human or AI, first year of maturité, in French (Swiss course conventions) or English. Six topics: product equations (équations produit) of degree 2 and 3, linear e | typed |
explain_principle | Why a maths principle holds, shown on its figure, for a student who asks why or a tutor preparing an explanation. special-products: the identités remarquables of the first year of maturité, (a + b)^2 | typed |
request_exercise | Ask Limpide for maths exercises this server does not have yet, or give one line of feedback on an exercise. Use it when generate_exercises has no topic for what the tutor needs. Limpide reads the requ | typed |
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[](https://app.agent-xm.com/a/ai-limpide-tools)
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