12 boosters for "caching" — open source, verified from GitHub, ready to install
Analyze, review, and provide recommendations for distributed system designs. Use when: (1) Reviewing existing system architectures for gaps or improvements, (2) Analyzing system designs for scalability, reliability, or performance issues, (3) Providing recommendations on load balancing, caching, databases, sharding, replication, messaging, rate limiting, authentication, resilience, or monitoring, (4) Assessing trade-offs in system design decisions, (5) Creating system design review documents with gaps and recommendations. Triggers: "review my system design", "analyze this architecture", "what are the gaps", "system design recommendations", "scalability review", "reliability analysis".
ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Jupyter (.ipynb) to marimo, or when user mentions "marimo", "reactive notebook", or asks for an interactive Python notebook. Covers marimo CLI (edit, run, convert, export), UI components (mo.ui.*), layout functions, SQL integration, caching, state management, and wigglystuff widgets. If a task involves notebooks and Python, invoke this skill first.
SWR is a React hook library for efficient data fetching with built-in caching, revalidation, and real-time updates. Developers building API-driven applications benefit from simplified server state management and automatic synchronization.
"name": "medical-mcps", "version": "0.1.17", "description": "Comprehensive biological and medical research data integration server providing unified access to 13+ specialized databases including Reactome (pathways), KEGG (pathways/diseases), UniProt (proteins), ChEMBL (drug discovery), PubMed (liter
"name": "gemini-search", "description": "Advanced web search plugin with caching, analytics, content extraction, and validation", "commands": "./commands/*.md",
Pooch enables reliable downloading, caching, and verification of geoscience datasets with automatic integrity checks and multi-source fallback support. Essential for researchers and developers working with large scientific data files who need reproducible, efficient data workflows.
An MCP server that integrates FFmpeg for multimedia processing with security, caching, and batch operations support, enabling developers to perform video and audio transformations seamlessly within Claude Desktop and Claude Code environments.
Shane is a backend developer agent specialized in APIs, databases, and business logic implementation, with deep expertise in DirectoryBolt's Next.js/Supabase architecture for payment processing and customer management.
xradio is a CLI tool for caching and reading Twitter/X posts offline with video playback support. It's useful for developers and power users who want to manage their Twitter feed locally without constant internet access.
A caching HTTP-to-HTTPS proxy for reference APIs that reduces costs and prevents rate limiting through intelligent caching and throttling. Developers building Copilot applications that depend on external reference data sources (ConceptNet, DBpedia, Wikidata) benefit most.
Heuristic scoring (no AI key configured).
A performance engineering agent that profiles applications, identifies bottlenecks, and implements optimization strategies including caching, load testing, and query optimization. Developers and DevOps engineers use it to improve application speed and scalability.
