Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with hig
**Giving AI coding assistants a memory that actually persists.**
# Vulcan File Ops MCP Server
## About PromptForge PromptForge is an advanced AI prompt optimization MCP server that transforms your prompts into high-performance queries. Built by AI marketing strategist Steve Kaplan, this tool
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
Scan files and directories to map code structure and navigate large codebases faster. See a compact overview of key elements to decide what to read next. Search for specific structures—like tests, a
This tool is a cutting-edge memory engine that blends real-time learning, persistent three-tier context awareness, and seamless LLM integration to continuously evolve and enrich your AI’s intelligen
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
**Build n8n workflows from text using AI** - Built by [FlowEngine](https://flowengine.cloud)
Provide enhanced problem-solving capabilities by leveraging systematic thinking, mental models, and debugging approaches. Enable structured reasoning and decision-making support for complex challenges
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.
Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with
VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real
Store and search user-specific memories to maintain context and enable informed decision-making based on past interactions. Seamlessly integrate memory capabilities into your AI tools with a simple an
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,
Provide advanced stochastic algorithms and probabilistic decision-making capabilities to enhance AI assistants' decision-making processes. Enable exploration of multiple future scenarios and strategic
Enforce consistent C++ style and best practices across your codebase. Analyze naming, memory safety, and const correctness, and get actionable modernization suggestions up to C++23. Accelerate reviews
**Give your AI the ability to understand meaning, not just match keywords.**
MCP server that gives AI agents (Claude Code, Cursor, Windsurf) real interactive terminal sessions — REPLs, SSH, databases, Docker, and any interactive CLI with clean output via xterm-headless, sm
<p align="center"> <a href="https://github.com/trimstray/the-book-of-secret-knowledge"> <img src="https://github.com/trimstray/the-book-of-secret-knowledge/blob/master/static/img/the-book-of-secret-kn
Search and retrieve Korean statutes and administrative rules with precise filters. Access English translations and drill down to articles, paragraphs, and sub-items. Explore linkages with local ordina
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
Analyze images from multiple angles to extract detailed insights or quick summaries. Describe visuals rapidly or dive deeper with iterative reasoning when you need thorough understanding. Get strategi
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