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Evidence-backed tools for AI agents.

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MCP Server

Only tested or caveated evidence counts.

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Showing 8 of 8 components

Systematic Debugging Skill

SKILL
Jesse Vincent
91/100

Four-phase root cause analysis — tracing, defense-in-depth, verification.

debuggingroot-causetroubleshooting
Mar 1, 2026265.3k

Code Maturity Assessor

SKILL
Trail of Bits
86/100

Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety,...

skilltrail-of-bitssmart-contracts+5
May 27, 20266.4k

False Positive Check

SKILL
Trail of Bits
84/100

Systematically verifies suspected security bugs to eliminate false positives. Produces TRUE POSITIVE or FALSE POSITIVE v...

skilltrail-of-bitscheck
May 27, 20266.4k

Paper Lantern

MCP
Paperlantern Ai
82/100

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

developmentpaperlanterncode+2
May 27, 20262 recipes

Web App Testing

SKILL
Anthropic
80/100

Test local web applications using Playwright for UI verification, DOM inspection, browser log capture, and visual debugg...

playwrighttestingui+2
Apr 15, 2026165.9k

Internal Communications

SKILL
Anthropic
78/100

Write polished internal communications — 3P progress updates, company newsletters, FAQ responses, status reports, incide...

communicationsbusiness-writingstatus-report+2
Apr 15, 2026165.9k

Theme Factory

SKILL
Anthropic
77/100

Style any artifact — slides, docs, reports, or HTML pages — using 10 professionally designed pre-set themes or generate...

themesstylingcolor-palette+2
Apr 15, 2026165.9k

ModSearch

SKILL
Liu Stack
72/100

CLI toolkit and agent skill that turns web search queries into structured JSON evidence for research, comparison, and fa...

searchevidencejson+2
May 1, 2026341 recipe