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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 20 of 24 components

Playwright MCP

MCP✓ VERIFIED
Microsoft
92/100

Official Microsoft MCP server for Playwright browser automation, enabling AI agents to navigate pages, fill forms, take...

playwrightbrowserautomation+2
Mar 25, 202635.8k3 recipes

MCP Inspector

MCP
Model Context Protocol
88/100

Official MCP developer inspector for testing MCP servers through a browser UI, CLI launch flow, environment injection, a...

mcpinspectordebugging+2
May 1, 202610.6k1 recipe

OSS-Fuzz Integration

SKILL
Trail of Bits
87/100

Prepare OSS-Fuzz integrations with build scripts, fuzz targets, seed corpora, dictionaries, and project metadata for con...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

Fuzzing Dictionary Design

SKILL
Trail of Bits
87/100

Design high-value fuzzing dictionaries for structured inputs, parsers, protocols, file formats, and smart contract ABI s...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

Constant-Time Testing

SKILL
Trail of Bits
87/100

Test cryptographic implementations for timing leaks with dudect-style workflows, leakage hypotheses, and reproducible me...

skilltrail-of-bitsfuzzing+4
May 27, 20266.4k

Atheris Python Fuzzing

SKILL
Trail of Bits
87/100

Use Atheris to fuzz Python code and native extension boundaries with coverage-guided tests, useful inputs, and reproduci...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

Fuzz Harness Writing

SKILL
Trail of Bits
87/100

Write targeted fuzz harnesses that isolate parsers, state machines, and security-sensitive APIs without hiding bugs behi...

skilltrail-of-bitsfuzzing+4
May 27, 20266.4k

cargo-fuzz

SKILL
Trail of Bits
87/100

Set up cargo-fuzz for Rust crates, write effective fuzz targets, manage corpora, and triage panics or sanitizer crashes.

skilltrail-of-bitsfuzzing+4
May 27, 20266.4k

AFL++ Fuzzing

SKILL
Trail of Bits
87/100

Configure and run AFL++ fuzzing campaigns for C/C++ targets, including harness setup, corpus handling, dictionaries, par...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

libFuzzer

SKILL
Trail of Bits
87/100

Build libFuzzer harnesses for C/C++ libraries, configure sanitizers and corpora, and turn crashes into minimized reprodu...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

AddressSanitizer

SKILL
Trail of Bits
87/100

Use AddressSanitizer to find memory corruption bugs, configure instrumented builds, interpret sanitizer reports, and tur...

skilltrail-of-bitsfuzzing+4
May 27, 20266.4k

Coverage Analysis

SKILL
Trail of Bits
87/100

Measure fuzzing or test coverage, identify untested parser and protocol paths, and translate coverage gaps into better h...

skilltrail-of-bitsfuzzing+3
May 27, 20266.4k

Playwright Testing Skill

SKILL
Josh Lackey
86/100

Autonomous browser testing with Playwright — form testing, visual testing, screenshots.

playwrighte2ebrowser-testing+1
Feb 28, 20263k5 recipesTry Live

XcodeBuildMCP

MCP
Sentry
85/100

Sentry-maintained MCP server and CLI for building, testing, launching, logging, and debugging iOS and macOS projects wit...

mcpxcodeswift+2
May 1, 20266.2k1 recipe

Property Based Testing

SKILL
Trail of Bits
84/100

Provides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, revi...

skilltrail-of-bitsproperty+2
May 27, 20266.4k

Mutation Testing

SKILL
Trail of Bits
84/100

Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs. U...

skilltrail-of-bitsmutation+1
May 27, 20266.4k

Browser MCP

MCP✓ VERIFIED
BrowserMCP
80/100

MCP server and Chrome extension for local browser automation that reuses the user's logged-in browser profile instead of...

mcpbrowserchrome-extension+2
May 1, 20266.9k2 recipes

Puppeteer MCP Server

MCP✓ VERIFIED
Anthropic
79/100

Browser automation via Puppeteer for web scraping, screenshots, and interaction.

browserpuppeteerscraping+1
Mar 6, 202689.1k

Accessibility Audit Skill

SKILL
CldKit Team
79/100

WCAG 2.1 accessibility scanning for web applications with remediation guidance.

accessibilitywcaga11y+2
Mar 10, 20261 recipeTry Live

Context7docs Mcp

MCP
Clauxel
78/100

A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r

automationclauxelcontext7docs+2
May 27, 2026
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