Web retrieval

PreClick — An MCP Native URL Preflight Scanning Service For Autonomous Agents.

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

Source ReviewedMCP Rank ReviewedMedium confidencelow riskclaudecursorcodex

Unranked score draft

Install + docs80
Maintenance76
Auth handling69
Client compatibility78
Real usefulness81
Safety signals74

Evidence history

Review snapshots show why the current score, confidence, and risk labels changed over time.

This review depth is not eligible for MCP Rank leaderboards until a Deep Review is complete.

seed review
DateChangeScoreConfidenceRisk
May 19, 2026
Initial MCP Rank review captured from the curated seed dataset.

MCP Rank completed a source review on 2026-05-19 using official registry metadata, reachable source links, and repository/API metadata where available.

seed snapshot · reviewed

77mediumlow

Evidence notes

MCP Rank completed a source review on 2026-05-19 using official registry metadata, reachable source links, and repository/API metadata where available.
GitHub repository cybrlab-ai/preclick-mcp was reachable, Apache-2.0 licensed, and active on 2026-04-12.
The listed purpose is URL threat and intent preflight for autonomous browsing, a narrow security-adjacent capability.
Repository provenance is directly linkable for follow-up maintainer and activity checks.
A concrete provider endpoint or docs URL is available for rollout validation.

Best-fit use cases

Teams considering PreClick — An MCP Native URL Preflight Scanning Service For Autonomous Agents. can now see a source-reviewed, evidence-linked listing instead of an indexed-only row.

Useful as a candidate for deeper review, maintainer claim, or comparison content.

Risk analysis

Current risk level is low based on category, source metadata, and exposed capability surface.

Repository metadata check found 0 open issues at review time.

Confidence remains bounded by available public source links until install testing and maintainer verification are complete.

Use-case examples

Evaluate PreClick — An MCP Native URL Preflight Scanning Service For Autonomous Agents. source links before install.
Compare PreClick — An MCP Native URL Preflight Scanning Service For Autonomous Agents. risk and confidence against reviewed alternatives.
Use PreClick — An MCP Native URL Preflight Scanning Service For Autonomous Agents. only after validating its install path and permissions.