109 boosters for "rag" — open source, verified from GitHub, ready to install
Use when organizing media files (movies, TV, anime) on NAS or local storage - cleaning junk files, merging scattered episodes, normalizing folder names to "Title (Year)" format, and verifying episode completeness against TMDB
"name": "semantic-search", "description": "Search your local documents with natural language. Index folders of PDFs, Word docs, markdown, and more — then ask questions in English or German and get answers with source citations.", "name": "Omar Drljevic"
Execute verbatim. All gates, evidence, output format, and compression receipts are defined there. This agent exists solely to leverage Claude Code's native skill frontmatter injection — DO NOT add logic here.
RagCode MCP is a semantic code navigation tool that integrates RAG-powered code search into Windsurf and other IDEs, enabling developers to intelligently query and understand multi-language codebases using local LLMs. It's ideal for developers working with Laravel, Go, Python, and PHP who need fast, context-aware code exploration without leaving their IDE.
A skill that automatically assembles a fragmovie-style video from an arbitrary phrase. 1. Takes English text (one or more phrases as separate args) 2. Splits each phrase by sentence terminators (.!?), processes sentences independently
A FastAPI-based MCP server that connects Copilot to lead generation APIs while enforcing clean architecture and SOLID principles for maintainable prospect prospecting workflows. Ideal for developers building AI-assisted B2B sales tools.
Autarch Agent System is a multi-agent architecture that orchestrates AI workflows across scoping, research, planning, execution, and review stages, enabling developers to leverage AI for structured, traceable code generation and codebase analysis at scale.
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
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.
"description": "Pure filesystem-based memory system for Claude Code with custom ontology support", "email": "zircote@gmail.com", "url": "https://github.com/zircote"
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.
Heuristic scoring (no AI key configured).
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.
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.
"name": "brainlayer", "name": "Etan Heyman", "url": "https://github.com/EtanHey"
"name": "oh-my-claudecode", "description": "Multi-agent orchestration system for Claude Code", "skills": "./skills/"
"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 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.
"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"
"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": "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.",
"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.
