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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 313 components

Strudel MCP Server

MCP
William Zujkowski
94/100

A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation...

musiclive-codingjavascript-music+1
Jun 13, 2026227

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, 2026265.3kTry Live

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 recipesTry Live

Claude Blog Skill

SKILL
AgriciDaniel
90/100

A comprehensive Claude Code skill ecosystem for end-to-end blog management: strategy, briefs, calendars, writing, SEO op...

blogwritingseo+1
Jun 13, 20261.6k

Variant Analysis

SKILL
Trail of Bits
90/100

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, buil...

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

Constant Time Analysis

SKILL
Trail of Bits
90/100

Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encou...

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

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

CodeQL Analysis

SKILL
Trail of Bits
90/100

Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Trig...

skilltrail-of-bitsstatic-analysis+2
May 27, 20266.4k

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

Agentic Actions Auditor

SKILL
Trail of Bits
90/100

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemi...

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

C/C++ Security Review

SKILL
Trail of Bits
90/100

Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-spe...

skilltrail-of-bitsreview
May 27, 20266.4k

Ableton Copilot MCP

MCP✓ VERIFIED
xiaolaa2
90/100

An MCP server that enables AI assistants to control Ableton Live in real time, including Arrangement View operations and...

audiomusicableton+1
Jun 13, 202690

Trail of Bits Skills

SKILL
Trail of Bits
90/100

Security audit skill collection from Trail of Bits covering vulnerability detection, binary analysis, SAST, and secure c...

security-auditvulnerabilitybinary-analysis+1
Mar 25, 20266.4kTry Live

AWS MCP

MCP
AWS Labs
90/100

Official AWS Labs MCP server providing AI agents with access to AWS services including S3, Lambda, CloudFormation, EKS,...

awss3lambda+2
Mar 25, 20269.5k2 recipes

Dimensional Analysis

SKILL
Trail of Bits
88/100

Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when some...

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

Planning with Files

SKILL
Othman Adi
88/100

Structured task planning skill that uses markdown files for persistent plan tracking, progress updates, and subtask deco...

planningtask-managementmarkdown
Mar 25, 202625.9k1 recipeTry Live

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

SARIF Parsing

SKILL
Trail of Bits
88/100

Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on "parse...

skilltrail-of-bitsstatic-analysis+3
May 27, 20266.4k
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