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Evidence-backed tools for AI agents.

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EXPLORE COMPONENTS

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Skill
MCP Server

Only tested or caveated evidence counts.

✓ Verified only
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Showing 17 of 17 components

Semgrep Analysis

SKILL
Trail of Bits
90/100

Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes — "run all" (full rules...

skilltrail-of-bitsstatic-analysis+2
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

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

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

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

Refactoring Skill

SKILL
Jesse Vincent
84/100

Systematic code refactoring with clean code patterns, design patterns, and complexity reduction.

refactoringclean-codedesign-patterns+1
Mar 10, 2026265.3k

Testing

MCP✓ VERIFIED
Rog0x
82/100

Test generation, mocks, coverage analysis for AI agents

developmentrog0xtesting+2
May 27, 2026

Docvet

MCP
Alberto Codes
82/100

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

developmentalbertocodes+2
May 27, 20269

Twilio MCP

MCP
Twilio Labs
79/100

Official Twilio Labs MCP server for communication APIs, enabling AI agents to send SMS, make voice calls, and manage mes...

twiliosmsvoice+1
Mar 25, 2026108