127 boosters for "RAG" — open source, verified from GitHub, ready to install
Transforms rough prompts into production-ready LLM prompts using advanced techniques like Chain-of-Thought and RAG optimization. Ideal for developers, AI engineers, and teams building LLM applications who need to craft effective prompts across Claude, GPT, Llama, and other models.
"name": "cms-cultivator", "description": "14 specialist agents + 24 commands + 14 skills for Drupal/WordPress. Agents orchestrate comprehensive quality checks with parallel execution. Design-to-code workflows with browser validation. CSV export for PM tools. Drupal.org contribution integration. Drup
"description": "Pure filesystem-based memory system for Claude Code with custom ontology support", "email": "zircote@gmail.com", "url": "https://github.com/zircote"
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
Driflyte MCP Server is a web-crawler integration for Claude that enables AI models to fetch and process web content through the Model Context Protocol. It's useful for developers building RAG systems, AI agents, and LLM applications that need real-time web data access.
Image Publisher enables Claude to upload local images to GitHub or S3-compatible storage services and return shareable URLs. Developers and content creators benefit from automating image hosting workflows directly within Claude Code.
Heuristic scoring (no AI key configured).
Codex enables independent AI code review of Claude's changes using the OpenAI Codex CLI, supporting maker-checker workflows. Developers using Claude Code can leverage this for automated second-opinion code validation before committing.
This MCP server enables developers to manage Supabase projects comprehensively, including database operations, authentication, storage, realtime features, and migrations directly through Claude and Cursor. It's ideal for full-stack developers building applications with Supabase who want AI-assisted project management and automation.
"name": "nexo-brain", "description": "Local cognitive runtime for Claude Code \u2014 persistent memory, overnight learning, doctor diagnostics, personal scripts, recovery-aware jobs, startup preflight, and optional dashboard/power helper.", "name": "NEXO Brain",
A comprehensive Android platform specialist agent that teaches core components (Activities, Fragments, Services, Lifecycle, Intents, Permissions) across 78 hours of structured content. Ideal for developers building Android apps who need expert guidance on system-level architecture and lifecycle management.
"name": "wicked-garden", "description": "AI-Native SDLC \u2014 the complete software development lifecycle as a single Claude Code plugin. 14 domains covering code intelligence, delivery metrics, persistent memory, workflow orchestration, brainstorming, on-demand personas, and 80 specialist agents a
"name": "oh-my-claudecode", "description": "Multi-agent orchestration system for Claude Code", "skills": "./skills/"
"name": "brainlayer", "name": "Etan Heyman", "url": "https://github.com/EtanHey"
A migration guide for transitioning from deprecated hardcoded agents to a dynamic ConfigurableAgent system in a Rust-based agentic chatbot server. Developers maintaining or upgrading agent-based systems benefit from clear configuration patterns and best practices for multi-provider LLM setups.
A data architecture agent that guides developers through implementing robust data persistence using Room ORM, SQLite, and secure storage patterns for Android and desktop applications. Ideal for developers building apps that require reliable local data management with encryption and schema migrations.
"name": "agent-pragma", "owner": { "name": "Peter Wilson" }, "description": "Pragma directives for AI coding agents — deterministic linting, semantic LLM validators, and multi-LLM advisory council for Go, Python, and TypeScript"
TDD Command enforces test-driven development workflows by guiding developers through the RED-GREEN-REFACTOR cycle with 80%+ coverage targets. Developers prioritizing code quality and test coverage will find this particularly valuable.
"name": "rag-skills", "description": "Agent skills for RAG (Retrieval Augmented Generation): chunking strategies (sliding window, semantic, hierarchical), retrieval strategies (HyDE, CRAG, Self-RAG, Graph RAG, adaptive, multi-pass), vector database setup (Qdrant), data type handling (code, multimoda
"name": "rag-service", "description": "RAG knowledge base skills — search, learn, and report knowledge", "name": "RAG Service"
A Twitter/X engagement agent that helps users create viral content, leverage trending topics, and build communities through strategic, concise communication and thread storytelling.
"name": "claude-memory-plugin", "description": "Persistent knowledge storage with semantic search, graph linking, and contextual gotcha injection", "name": "Gareth Williams",
Copilot instructions for the Agentic RAG Demo project that provides context about an Azure-based RAG system with SharePoint integration, helping developers understand the codebase architecture and key components. Developers working on or extending this enterprise document processing system benefit from having immediate project context available.
"name": "claude-local-docs", "version": "1.0.23", "description": "Local-first Context7 alternative — indexes JS/TS dependency docs with a 4-stage RAG pipeline (vector + BM25 + RRF + cross-encoder reranking). Uses TEI Docker containers for GPU-accelerated embeddings and reranking.",
