AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed co
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
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
**Giving AI coding assistants a memory that actually persists.**
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
**Give your AI the ability to understand meaning, not just match keywords.**
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, S
Personalize your study with on‑demand tutoring that generates tailored lessons and adaptive quizzes. Track progress and stay motivated with achievements, streaks, and leaderboards. Collaborate with
Discover tools across your connected servers using natural language. Find the right capability fast and avoid manual browsing. Run chosen tools directly without switching contexts.
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,
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
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
A Model Context Protocol server for generating charts using [AntV](https://github.com/antvis/). We can use this mcp server for _chart generation_ and _data analysis_.
Enable advanced web scraping, crawling, and content extraction with support for JavaScript rendering, batch processing, and smart filtering. Perform deep research and structured data extraction using
A **Model Context Protocol (MCP) server** that enables AI agents to download, index, and semantically search PDF research papers. This server provides 8 tools that AI agents can discover and use auton
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
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assistants with powerful tools for Windows software deployment using the PowerShell App Deployment Toolkit (PSADT). This serv
# Vulcan File Ops MCP Server
Manage and evaluate tasks efficiently with session-based task lists and real-time progress tracking. Update task properties, retrieve statuses, and score completed tasks to streamline your workflow. E
Generate UML class diagrams from C++ source code by analyzing class structures, inheritance, and members. Produce PlantUML-compatible diagrams to visualize your C++ project architecture easily. Integr
A Smithery MCP for searching academic conferences and events from WikiCFP.
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
Your comprehensive AI companion for building modern Next.js applications with React and Tailwind CSS. This MCP server provides instant access to complete documentation, production-ready components, an