find_mcp_tools
shallowio.github.Gio300/kloudy · Verify this server
Find public MCP servers, tools and SDKs using a few task keywords. Returns up to five discovery candidates with their name, source, link, capability tags and a heuristic metadata score. Read-only: does not install, connect, call or run tools. Use ask for a short Kloudy setup request, or introduce for a short description.
1 trials · measured 2 days ago
find_mcp_tools scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Gio300/kloudy, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/067c61a7-6b92-4820-82c9-486838285779)