301 boosters for "search" — open source, verified from GitHub, ready to install
"description": "Look up the public API of any JVM dependency (Scala 3, Scala 2, Java) from the terminal", "repository": "https://github.com/virtuslab/cellar", "license": "MPL-2.0"
"description": "Lightweight knowledge graph for AI-assisted development. Impact analysis, code search, dependency tracking, and context generation.", "email": "freepeak@example.com" "homepage": "https://github.com/FreePeak/LeanKG",
Enables efficient searching of Zotero libraries through Python code execution, avoiding context crashes while providing multi-strategy search with automatic deduplication. Ideal for researchers and developers who need comprehensive, safe access to large reference collections.
Deep research specialist for Solana ecosystem. Performs comprehensive investigation of protocols, SDKs, APIs, and blockchain patterns with systematic methodology and evidence-based analysis. Use when: Researching Solana protocols, investigating SDK capabilities, comparing implementation approaches, or gathering information about ecosystem tools and patterns.
Heuristic scoring (no AI key configured).
"description": "Beacon — semantic code search for Claude Code", "repository": "https://github.com/sagarmk/Claude-Code-Beacon-Plugin", "homepage": "https://github.com/sagarmk/Claude-Code-Beacon-Plugin",
Ontopo is a skill that enables AI assistants to search Israeli restaurants, check real-time table availability, view menus, and generate booking links. It's useful for developers building restaurant discovery and reservation features for Hebrew and English-speaking users.
The definitive SEO and Generative Engine Optimization agent. LLM-agnostic — works on any platform that reads . Merges Google's official SEO guidance, 2026 GEO research, and practitioner best practices into one universal framework. Every finding comes with a
"name": "futuresearch", "description": "Give Claude Code a research team. Forecast, score, classify, or research every row of a dataset.", "name": "FutureSearch"
"description": "VibeSurf integration - Control browsers, automate workflows, execute AI skills (search/crawl/js_code/summary), use Composio integrations (Gmail/GitHub/Slack), and run pre-built workflows", "name": "VibeSurf Community" "homepage": "https://github.com/vibesurf-ai/claude-surf",
LinkupPlatform Linkup MCP Server enables real-time web search with trustworthy, source-backed answers integrated into Claude and Cursor. Developers and knowledge workers benefit from access to current information and latest news directly within their AI workflows.
"description": "AI-assisted spec crafting through research, interviews, and multi-LLM review. Like Geppetto carved Pinocchio from wood, transform rough ideas into living implementation plans.", "name": "Leonardo Flores", "url": "https://github.com/leonardocouy"
"description": "WozCode enhanced coding tools — smart search, batch editing, SQL introspection, and cost-optimized subagent delegation", "version": "0.3.18", "homepage": "https://withwoz.com"
Enables Claude to maintain long-term memory across sessions, automatically recalling user context, preferences, and prior work to provide continuous, personalized assistance. Essential for developers who need stateful AI interactions across multiple conversations.
"name": "mountaineering-skills", "description": "Automated mountain route research combining PeakBagger data, weather forecasts, avalanche conditions, and trip reports into comprehensive beta documents", "name": "dreamiurg",
ultraplan is a CLI tool that records multi-modal context (audio, screenshots, clipboard, keystrokes) from work sessions and converts them into detailed prompts for Claude analysis. Developers and researchers benefit by capturing complete context from meetings, debugging, or research workflows for later AI-assisted analysis.
Search academic papers via the Semantic Scholar API using a structured 4-phase workflow. Parse the user's intent and choose a search strategy: Write ONE Python script. Example:
"version": "0.14.4", "description": "Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions and surfaces them when relevant.", "name": "Robert Allen",
Search and retrieve Prismatic product documentation and code examples to answer conceptual questions, explain features, and provide best-practice guidance. Prismatic docs pages serve clean markdown by appending to the URL path: The version strips HTML/CSS/JS, returning clean content ideal for LLM
Extracts structured datasets from academic papers by leveraging OpenAlex search and citation graph traversal. Researchers and AI scientists benefit from automating literature review and dataset creation workflows.
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 quantum computing research agent that provides structured execution phases and library-first development practices for quantum research tasks. Useful for researchers and developers working on quantum computing projects within Claude-compatible environments.
A Claude agent specialized in market research tasks that operates under library-first constraints to reuse and adapt existing components. Useful for business analysts and product teams needing automated market analysis capabilities.
