367 boosters for "search" — open source, verified from GitHub, ready to install
"name": "ai-quick-starter", "description": "Bilingual Claude Code skill collection for repository engineering, research, refactoring, documentation, and capture workflows.", "email": "astro_air@126.com",
"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": "algolia-skills", "email": "support@algolia.com" "description": "Skills for interacting with Algolia search and analytics through MCP",
"id": "ai.newzai.api/news-mcp", "name": "NewzAI MCP Server", "description": "News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.",
A Model Context Protocol server that enables Claude to create and manage collections of web entities (companies, people, papers) with automated search and enrichment capabilities via the Exa Websets API. Ideal for researchers, competitive analysts, and developers building AI-powered entity management systems.
Scout is a specialized agent that rapidly locates relevant files across large codebases using parallel search strategies, helping developers navigate complex projects during feature development, debugging, and refactoring tasks.
Enables Claude to search the web and academic papers (arXiv) via Jina MCP tools and automatically read full content from results. Developers building research-heavy or information-retrieval applications benefit from streamlined multi-source searching.
"name": "intercept-mcp", "version": "3.0.10", "description": "MCP server with multi-tier fallback chain for fetching web content as clean markdown",
Enables researchers and academics to systematically search arXiv papers, analyze research content, build literature reviews, and generate citations through a skill designed for Claude Code integration. Useful for students, researchers, and anyone conducting academic research who need structured access to arXiv resources.
An MCP server that integrates with the Spark AI Assets Marketplace, enabling users to search and discover agents, skills, prompts, and MCP connectors directly within Claude Desktop and Claude Code. This tool is valuable for AI developers and teams seeking to discover and leverage pre-built AI components and integrations.
"id": "ai.newzai.api/NewzAI", "name": "NewzAI MCP Server", "description": "News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.",
This MCP server integrates the Internet Game Database (IGDB) into Claude, enabling developers and gamers to search for games, access detailed information, and discover titles directly within their AI workflow. It's useful for game researchers, content creators, and developers building game-related applications.
Auralis Commander is a lightweight MCP server that extends Claude Desktop with Windows system access—enabling shell execution, file operations, process management, and system queries. It's ideal for developers and power users who want Claude to interact directly with their Windows environment.
PrismBench enables developers to create specialized LLM agents through YAML configuration for systematic evaluation of model capabilities using Monte Carlo Tree Search. Useful for ML engineers, researchers, and teams building production LLM systems who need comprehensive benchmarking and evaluation frameworks.
An MCP server that integrates Elasticsearch with Claude, enabling AI-powered search and data operations through the Model Context Protocol. Developers building AI applications that need to query, search, or manipulate Elasticsearch data will benefit from direct integration with Claude.
Heuristic scoring (no AI key configured).
Memento helps users search their computer history—screenshots, keystrokes, and OCR text—to recall forgotten information and context from past activity. Developers and knowledge workers benefit from quick retrieval of previously seen or typed information.
A system prompt for automating browser-based tasks using AI agents with Playwright and Gemini, enabling developers to build automated workflows for web interactions like job searches and email management across multiple AI platforms.
"name": "heor-agent-mcp", "mcpName": "io.github.neptun2000/heor-agent", "author": "mnaumov",
PrismBench enables developers to create specialized LLM agents through YAML configuration for comprehensive benchmarking and evaluation of language model capabilities. Teams building AI evaluation systems and ML testing pipelines benefit from its systematic Monte Carlo Tree Search approach and containerized deployment.
"name": "apple-photos", "description": "Query and export from the macOS Apple Photos library via osxphotos - search by date/album/keyword/person, list albums and folders, fetch metadata, and export originals or edited photos (macOS only)", "name": "Rob Sweet",
This booster provides Cursor Rules documentation for Bun utilities, but the content appears to be mismatched documentation covering Bun runtime APIs rather than actual Slack search function MCP rules.
gllm is a system prompt that transforms LLMs into code-first orchestrators for efficient task processing, enabling developers to handle large files and complex workflows through programmatic verification rather than context-heavy text generation.
An MCP server that integrates Obsidian knowledge vaults with Claude, enabling AI-powered graph analysis, semantic search, and knowledge management across notes. Ideal for researchers, knowledge workers, and developers who want to leverage AI on their personal knowledge bases.
