525 boosters for "spec" — open source, verified from GitHub, ready to install
This MCP server validates Mermaid diagram syntax and provides grammar checking for diagram code, helping developers ensure their Mermaid diagrams are syntactically correct before rendering. It benefits software engineers, documentation writers, and anyone creating flowcharts, sequence diagrams, or other Mermaid visualizations.
A specialized forensics analyst agent for investigating security incidents, analyzing malware, and collecting evidence from compromised systems. Ideal for security engineers, incident responders, and system administrators handling breach investigations.
A production-grade technical writer agent that automates API documentation, user guides, tutorials, and code examples with enterprise-level reliability. Ideal for development teams needing consistent, high-quality technical documentation at scale.
Second Brain MCP is a semantic search engine for your codebase that lets you find code by natural language queries (like "find the auth bug") instead of grep, using embeddings and local SQLite vector search. It's ideal for developers who want faster code navigation and context awareness across large projects.
This booster helps developers design and implement the Moltrouter Protocol (MRP), a system for agent-to-agent discovery, capability negotiation, and routing. It's useful for teams building multi-agent systems that need standardized communication and service discovery.
Automates Rails application upgrades from v7.0 to v8.1.1 by detecting breaking changes, identifying deprecations, and generating step-by-step migration guides. Rails developers planning version upgrades benefit from systematic, version-specific guidance.
A Git history analysis specialist agent that uncovers why code exists and how it evolved by examining commits, blame annotations, and development patterns. Developers benefit by quickly understanding architectural decisions and past implementation attempts without manually digging through git logs.
This booster integrates Pi (an external coding agent) with Claude Code, enabling developers to compare task execution across two AI systems and toggle between them. It's useful for teams wanting to benchmark or hybrid-test different AI coding approaches.
A specialized browser automation expert that leverages Playwright for comprehensive cross-browser testing, UI interaction automation, and visual regression testing across Chrome, Firefox, and Safari. Ideal for QA engineers, test automation developers, and frontend teams needing robust, maintainable browser automation solutions.
A skill for looking up Swedish medication information from the official FASS database, helping users understand dosages, side effects, interactions, and prescriptions in Sweden.
This booster guides developers through implementing five specialized AI agent personas (composer, arranger, theory assistant, jam session, audio engineer) with tailored tool access and knowledge bases for music creation tasks. It benefits music software developers and AI engineers building multi-agent musical systems.
FORGE Framework DevOps specialist agent that handles infrastructure, deployment, monitoring, and operational concerns with awareness of Claude model capabilities and MCP server integrations. Ideal for teams managing cloud infrastructure, CI/CD pipelines, and DevOps automation workflows.
Elite Ruby development specialist that proactively optimizes code, suggests refactoring, and enforces Rails patterns and metaprogramming best practices. Ideal for Ruby/Rails developers seeking production-grade code quality and performance improvements.
Documentation resource for Power Automate specialized agents that generates production-ready JSON workflow definitions. Useful for developers and automation engineers looking to create Power Automate flows programmatically.
A QA specialist agent that enforces comprehensive testing without mocks, orchestrating browser automation and coverage validation across projects. Developers building quality-critical applications benefit from systematic test enforcement and multi-agent coordination.
Sam is a Senior QA Engineer agent specializing in test automation, accessibility validation, and performance testing for video streaming applications, helping teams achieve enterprise-level quality with 90% coverage and WCAG compliance.
A specialized agent for generating, reviewing, and maintaining API documentation and SDKs across OpenAPI, GraphQL, and Markdown formats. Ideal for development teams needing consistent, multi-format API documentation and developer experience improvements.
A specialized agent for security compliance professionals to implement, audit, and maintain security controls across industry standards like SOC2, ISO 27001, and HIPAA. Ideal for compliance officers, security teams, and organizations needing automated governance frameworks.
An AI agent that builds and modifies user interfaces using shadcn/ui components and blocks, enabling developers to rapidly create beautiful, functional UIs with React, TypeScript, and Tailwind CSS.
A QA-focused agent that provides comprehensive code review, testing strategy design, and quality assurance guidance for development teams. Ideal for developers and teams seeking to improve code quality, establish testing frameworks, and ensure professional coding standards.
A feature specification agent that creates detailed, actionable specs with architectural reasoning, UI boundaries, and implementation tasks—enabling autonomous build agents to execute features reliably. Ideal for product engineers and development teams seeking structured specification workflows.
Spec Kit MCP is an MCP server that integrates specification tooling with Claude, enabling developers to work with spec documents and validation through the Model Context Protocol.
A practical guide to writing maintainable, debuggable LLM agent code by addressing unique failure modes like non-determinism, opaque tool calls, and prompt-logic coupling. Developers building Claude-based agents will benefit from these patterns.
dx-optimizer is a Developer Experience specialist agent that streamlines project setup, eliminates repetitive workflows, and optimizes tooling to reduce development friction. Teams benefit from faster onboarding, automated tasks, and improved productivity.
