MCP server registry, auto-discovery, configuration, custom server development guide
Build MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transports.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Set up and configure MCP servers
Configure popular MCP servers for enhanced agent capabilities
Discover expected MCP and MCP-like information sources early in corpus kickstart, before the agent narrows its work to local repository…
MCP server standardization patterns for Claude Code plugins.
Configure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.
Use when exploring hyperparameter combinations for ML models, when doing Top-1% push on Kaggle, when grid search is too expensive, or when…
Converts a markdown PR writeup or code review (one with `diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT]…
Converts a markdown deck (slides separated by --- HR boundaries or by # H1 headings, with optional presenter…
Plan weekly meals interactively and generate combined shopping lists.
Defines and tracks UX success through metrics, measurement frameworks, and experimentation.
Media and podcast outreach personalizer — takes a story angle and target journalist or host list and produces personalized pitch emails…
Define and evaluate evidence contracts for supplied media-source and asset records.
Search and play Apple Music catalog items and describe the current Home capability gate without unsafe fallback behavior.
Generates high-conversion media pitches and press outreach strategies to secure brand coverage and journalist interest.
Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick…
Routes and manages professional audio, video, and image processing workflows using the MediaKit CLI.
Write comprehensive literature reviews for medical imaging AI research.
Load automatically when planning, researching, or implementing ANY Medusa backend features (custom modules, API routes, workflows, data…