find_tool
shallowio.github.XLSV777/7it · Verify this server
Use this when you need a tool for a job and do not know which MCP server has one: searches every tool of every public MCP server on the 7Maps map (over 200,000 tools, probed daily) and returns the best matches with an automated estimate of what each tool can do (read-only, changes data, high risk), whether its server is answering now, its handshake time, the tokens its tool list costs to load, and a page to check it. Filter to read-only tools, servers answering now, a latency or token ceiling. Copies of the same tool on several servers are collapsed. No charge. To have 7Maps pick one server and tool for you with alternatives, use route.
1 trials · measured 2 days ago
find_tool scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.XLSV777/7it, measured 18 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
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-18 | 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/bfa11ba4-ea50-4404-aef2-fd18720f88f1)