Open Source First·AI-Graded A–F·Updated Hourly·4 Booster Types

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217 boosters for "search" — AI-graded, open source, ready to install

484 Skills443 Agents560 MCP Servers1157 Prompts

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Skill

openclaw-docs-sync

Syncs OpenClaw framework, ClawHub, and Skills documentation into a local searchable mirror for the QMD memory backend, enabling AI agents to access fresh, precise references during coding tasks.

by TheSethRose

skill

401

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Skill

youtube-ai-digest

Automates the discovery and summarization of AI-related YouTube content from subscribed channels by fetching transcripts and generating Markdown reports. Useful for researchers, learners, and content curators who want to stay updated on AI topics without manually watching videos.

by yizhiyanhua-ai

392

Skill

recall

Recall automatically searches across memory sources when users make vague references to past conversations, helping an AI assistant reconstruct context without guessing. Ideal for users who frequently reference earlier discussions and need reliable context retrieval.

prd

A PRD specialist agent that generates comprehensive product requirements documents by analyzing project patterns, assessing feature complexity, and researching best practices across your codebase. Ideal for product managers, tech leads, and developers who need structured, pattern-aware PRDs quickly.

by litestar-org

advanced-alchemyfullstack

352

Skill

zotero-mcp-code

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.

annas-to-notebooklm

This skill automates downloading books from Anna's Archive and uploading them to Google NotebookLM for interactive AI-powered reading. It benefits researchers, students, and knowledge workers who want to quickly build searchable knowledge bases from downloaded books.

ed

Ed is a theoretical physicist agent that provides analytical solutions to complex physics problems using pen-and-paper methods, scaling arguments, and exactly solvable models across condensed matter, high energy physics, relativity, and related domains. Developers and researchers working on physics simulations, educational tools, and scientific computing will benefit from its rigorous analytical approach.

zotero-mcp-code

Heuristic scoring (no AI key configured).

by kerim

anthropicbibliography

313

Agent

steve

Steve is a rigorously skeptical particle physicist agent that grounds theoretical claims in experimental reality, providing critical review and precise calculations for physics problems. Researchers, educators, and students benefit from his demanding standard for mathematical rigor and measurable predictions.

ontopo

Search Israeli restaurants, check table availability, view menus, and get booking links on Ontopo. מסעדות בישראל, הזמנת שולחן, תפריטים, זמינות. Use for "restaurant reservation", "table booking", "ontopo", "where to eat in Israel", "מסעדה", "הזמנה", "שולחן", "אונטופו", "תפריט", "זמינות", "ארוחת ערב", "איפה לאכול".

things3-manager

A CLI skill that enables AI assistants to manage tasks, projects, and tags in Things 3 on macOS through local commands. Developers using Things 3 for task management and integrating with Codex workflows benefit from programmatic task automation.

matchms

Matchms is a Python library for mass spectrometry data processing, enabling researchers to load spectral data from multiple formats, standardize metadata, calculate spectral similarities, and identify compounds for metabolomics workflows.

by ovachiever

253

MCP Server

LinkupPlatform Linkup Mcp Server

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.

ultraplan

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.

by definite-app

aiclaude

MCP Server

Metmuseum Mcp MCP Server

Heuristic scoring (no AI key configured).

scientific-papers-to-dataset

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.

quantum-computing-researcher

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.

ethics-agent

An ethics-focused agent designed for research tasks that enforces library-first development patterns and component reuse across Claude projects.

gemini-search-agent

gemini-search-agent agent for agent tasks

market-researcher

market-researcher agent for agent tasks

expertise-adversary

An adversarial validation agent that challenges expertise claims and mental models to prevent overconfident reasoning. Useful for researchers, engineers, and decision-makers who need rigorous validation of their assumptions.

rag-code-mcp — Windsurf Rules

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.

by doITmagic

claude-desktopcode-navigation

201

MCP Server

Cli Agents Fleet MCP Server

A CLI tool for orchestrating AI agents at scale to analyze code repositories, manage GitHub collaborators, and conduct bulk research across multiple data sources including Notion and CSV. Ideal for developers and teams automating large-scale code analysis, data processing, and repository management tasks.

Bio Mcp MCP Server

BioMCP is an MCP server enabling agent-based biomedical research and development through Claude integration. It benefits biomedical researchers and developers automating computational biology workflows.