Methodology

Toolslip public alpha v0 publishes cached, sanitized pre-connect verdict summaries for MCP servers. Verdicts are cached observations based on observed public evidence, not generated live at request time.

What gets included

A server is featured only when the cached evidence clears every gate: a live public endpoint (its latest probe returned HTTP 200), captured tools (its latest tool snapshot holds at least one tool), and a classified tool surface (that snapshot has a known, non-unknown tool surface). Servers that are unreachable, auth-gated, tool-less, or unclassified are not featured.

This is a featured public slice, not a comprehensive ecosystem ranking, and the ordering is not an authoritative leaderboard.

How to read a verdict

Scores and recommended actions are observations, not certifications or guarantees. The public recommended action is deliberately conservative: high-risk tool surfaces always require human review before connecting, even when other evidence looks strong.

Toolslip does not expose raw tool schemas, raw probe output, raw snapshots, or internal debug data.