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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 47 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

Systematic Debugging Skill

SKILL
Jesse Vincent
91/100

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

debuggingroot-causetroubleshooting
Mar 1, 2026265.3k

Static Analysis Skill

SKILL
Trail of Bits
90/100

Runs CodeQL and Semgrep for automated security vulnerability detection in codebases.

codeqlsemgrepsast+1
Feb 20, 20266.4k4 recipes

YARA Rule Authoring

SKILL
Trail of Bits
90/100

Author, test, and refine YARA rules for malware, exploit, and artifact detection while minimizing false positives.

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

FastMCP

MCP
Prefect
88/100

Python framework for building MCP servers and clients with a high-level API, testing utilities, auth helpers, and deploy...

mcppythonframework+2
May 1, 202627k2 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

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

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

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

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

Guidelines Advisor

SKILL
Trail of Bits
86/100

Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/s...

skilltrail-of-bitssmart-contracts+4
May 27, 20266.4k

Audit Prep Assistant

SKILL
Trail of Bits
86/100

Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tool...

skilltrail-of-bitssmart-contracts+4
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 recipes
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