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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 12 of 12 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

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

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

Secure Workflow Guide

SKILL
Trail of Bits
86/100

Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeab...

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

HashiCorp Agent Skills

SKILL
HashiCorp
85/100

Official HashiCorp skill set for Terraform, Vault, Packer, and HCL workflows, providing infrastructure-as-code guidance...

terraformvaultpacker+1
Mar 25, 2026776

TDD Workflow Skill

SKILL
Jesse Vincent
83/100

Implements RED-GREEN-REFACTOR test-driven development cycle.

tddtestingred-green-refactor+1
Mar 1, 2026265.3k1 recipe

Qiskit Documentation MCP Server

MCP
Qiskit
82/100

MCP server for querying and retrieving Qiskit documentation, guides, and API references

developmentqiskitdocs+2
May 27, 202636

Twitterapi Docs Mcp

MCP✓ VERIFIED
Dorukardahan
82/100

Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.

developmentdorukardahantwitterapi+2
May 27, 20268

Docs Mcp

MCP✓ VERIFIED
Frumu Ai
82/100

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

developmenttandemdocs+2
May 27, 2026114

IMAGIN.studio API Docs

MCP
IMAGIN Studio
82/100

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

developmentimaginstudiodocs+2
May 27, 20261

YouTube Transcript MCP

MCP✓ VERIFIED
Freddie
80/100

MCP server that extracts transcripts and subtitles from YouTube videos, enabling AI agents to read and analyze video con...

youtubetranscriptvideo+1
Mar 25, 2026581

MCP Server Builder

SKILL
Anthropic
80/100

Step-by-step guide for designing and implementing high-quality MCP servers in TypeScript or Python, covering tool design...

mcptypescriptpython+2
Apr 15, 2026165.9k