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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

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

Semgrep Rule Variant Creator

SKILL
Trail of Bits
84/100

Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Take...

skilltrail-of-bitssemgrep+3
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

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

Firebase APK Scanner

SKILL
Trail of Bits
84/100

Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication iss...

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

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

Cypress Cloud MCP

MCP
Cypress Io
82/100

Direct access to Cypress tests results and accessibility reports in your AI workflow.

developmentcypresscloud+2
May 27, 202637

Api Testing Mcp

MCP✓ VERIFIED
Cocaxcode
82/100

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

developmentcocaxcodetesting+2
May 27, 20264

Codebase to Course

SKILL
zarazhangrui
82/100

Transforms a codebase into structured educational content, generating course outlines, lessons, and HTML-based learning...

documentationcourseeducation+1
Mar 25, 20265.3k

Provar MCP Server

MCP
ProvarTesting
82/100

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

developmentprovartestingprovar+2
May 27, 20261

Testing

MCP✓ VERIFIED
Rog0x
82/100

Test generation, mocks, coverage analysis for AI agents

developmentrog0xtesting+2
May 27, 2026

Parallel Agents Skill

SKILL
Jesse Vincent
82/100

Orchestrates concurrent subagent workflows for parallelizing large development tasks.

parallelsubagentorchestration+1
Mar 1, 2026265.3k

Air

MCP✓ VERIFIED
10iii
82/100

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

development10iiioptimized+2
May 27, 2026

Stripe MCP Server

MCP
Stripe
81/100

Stripe API integration for payments, subscriptions, and financial data queries.

stripepaymentsbilling+1
Mar 9, 20261.7k3 recipes

Chroma MCP

MCP
Chroma
81/100

Official Chroma MCP server for ChromaDB vector database, enabling AI agents to manage collections, add documents with em...

vector-dbchromadbembeddings
Mar 25, 2026581

.NET Skills

SKILL
Aaron Stannard
80/100

Claude Code plugin with .NET, Akka.NET, Aspire, hosting, testing, and actor-pattern skills for C# teams.

dotnetcsharpaspire+2
May 1, 20261.1k

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

Web App Testing

SKILL
Anthropic
80/100

Test local web applications using Playwright for UI verification, DOM inspection, browser log capture, and visual debugg...

playwrighttestingui+2
Apr 15, 2026165.9k

Schematic

SKILL
Siqi Chen
79/100

Single pure-markdown reverse-engineering skill that analyzes existing code and generates architectural specs, component...

reverse-engineeringspec-generationarchitecture+1
Mar 25, 2026226
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