Navigate the Sophia Architecture Blueprint to discover comprehensive system design patterns and governance strategies. Search across detailed chapters to find specific architectural solutions for rout
An AI tutoring system that runs as a Model Context Protocol (MCP) server, allowing Claude to access and interact with your local educational materials to provide personalized tutoring based on your ac
Connect to your TestRail instance to view and manage projects, test cases, and test runs. Generate project dashboards with metrics and analytics to track quality and progress. Streamline QA workflows
Enable AI models to interact with Windows command-line functionality securely and efficiently. Execute commands, create projects, and retrieve system information while maintaining strict security prot
Manage Azure DevOps projects, work items, repos, pipelines, wikis, search, and test plans from your coding workflow. Create and update work items, branches, pull requests, and wiki pages; run pipeline
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. ## Features
Automate and accelerate Indian legal research with intelligent tools that search precedents, extract legal principles, build research memos, format citations, and verify citation accuracy. Reduce rese
Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com enviro
Provide seamless access to GrabMaps geocoding and routing services across 8 countries in Southeast Asia through a standardized MCP interface. Enable AI models and applications to perform place searche
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Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamline your database operations with powerful tools for debugging, schema management, and data migration. Enhance performance
A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for in
Provide fast, privacy-friendly web and AI-powered search capabilities with integrated content and metadata extraction. Enhance your AI assistants by enabling comprehensive web scraping without requiri
Enable AI-assisted development with integrated workflow automation, Python hosting management, and cloud deployment monitoring. Simplify your development process by leveraging pre-configured MCP serve
Manage your PocketBase collections effortlessly. Fetch, create, update, and delete records with ease, while also handling file uploads and downloads. Streamline your database operations and enhance yo
Provide instant access to SvelteKit and Tailwind CSS documentation along with ready-to-use Svelte component snippets styled with Tailwind. Enable efficient UI development by retrieving relevant docs,
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, contracts, statistics, and shopping-mall products. Search recent bids, explore product catalogs, and retrieve yearly or b
Execute JavaScript and Python code securely in isolated environments with comprehensive security restrictions. Pass dynamic input variables and receive detailed execution results including output, err
Provide secure, permission-controlled access to Firebase Firestore databases through a standardized MCP interface. Enable AI assistants and other clients to perform full CRUD operations, advanced quer
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
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
Provide up-to-date and historical Formula 1 race schedules for any specified year. Retrieve detailed race calendars including dates, circuit details, and session times with reliable data sources and c
# Vulcan File Ops MCP Server
Investigate cyber threats across the dark web, Telegram, and leak repositories with unified search. Monitor ransomware activity and exposed credentials to quickly assess risk. Drill into detailed find