# Vulcan File Ops MCP Server
Provide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive financial information for stocks with flexible parameter
Search and retrieve Grokipedia articles with filters, full content, and citations. Explore related pages and extract sections to quickly gather relevant knowledge. Run guided workflows to research top
An intelligent Model Context Protocol (MCP) server that automatically generates comprehensive unit tests for Angular, React, and Next.js projects using Jest, Karma/Jasmine, or other testing frameworks
**AI code quality gate** that catches what traditional linters can't — hallucinated packages, phantom dependencies, stale APIs, context breaks, and security anti-patterns in AI-generated code. ✅
Discover co-authors and collaboration networks for any researcher. Extract research interests and keywords from scholar profiles to understand expertise. Accelerate literature review and team scouting
Connect AI assistants to Lokalise to manage translation projects, keys, and workflows through natural conversation. Automate localization tasks, monitor progress, and collaborate with your team withou
AI-powered web search via Parallel API. Returns ranked results with LLM-optimized excerpts. Use for up-to-date research, fact-checking, and domain-scoped searching.
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage wit
Retrieve the LaTeX of arXiv papers to preserve precise mathematical notation. Analyze and extract equations, proofs, and symbols with high fidelity. Speed up literature review and code generation from
Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover relevant sections and retrieve high-quality references fo
llmctx transforms technical documentation into AI-ready formats. It provides a simple way to access condensed, LLM-friendly versions of popular framework and library documentation through preset URLs.
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. P
A Model Context Protocol (MCP) server that provides AI assistants with access to the [Adzuna Job Search API](https://developer.adzuna.com/). Search for jobs, analyze salary data, and research employer
Provide seamless access to multiple premium AI models through OpenRouter with secure OAuth authentication and easy setup. Integrate effortlessly with MCP-compatible clients like Cursor and Claude Desk
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
**Giving AI coding assistants a memory that actually persists.**
Manage and explore atomic notes using the Zettelkasten methodology through an MCP-compatible interface. Create, link, search, and synthesize notes with AI assistance to build a rich, interconnected kn
Access real-time and historical stock market data effortlessly. Integrate stock market insights into your applications using the Alphavantage API with this MCP server. Get started quickly by configuri
Discover and compare models and providers with up-to-date pricing, limits, modalities, and capabilities. Search and filter by features like reasoning, tool calling, and context length, then fetch deta
Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context.
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent
Search company disclosures and financial statements from the Korean market. Retrieve stock profiles, market classifications, and historical trading data across major exchanges. Accelerate equity resea