Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
An MCP server that connects to OPC UA-enabled industrial systems.
A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.
A single-binary MCP server that converts source code into AST, regardless of language.
FIX Protocol (send orders, market data, etc.) written in TypeScript.
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
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
Stores important facts, decisions, and patterns for persistent access across different sessions. Retrieves relevant historical context instantly through semantic search to maintain continuity. Organiz
**Give your AI the ability to understand meaning, not just match keywords.**
**Giving AI coding assistants a memory that actually persists.**
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
**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. ✅
# Vulcan File Ops MCP Server
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0 GREAT NEWS: The server will now work for everyone - Railway users, Heroku users, Render users, etc.! ***ONLY ADD EVS that APPLY TO Y
Enable Large Language Models like Claude, GPT, and Gemini to interact with your Nextcloud data through a secure API. Create notes, manage calendars, organize contacts, work with files, and more - all
A minimal r/place-inspired pixel canvas with MCP tools, built on Next.js. Uses Upstash Redis for storage and event logging.
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
Enable rapid integration and execution of AI Agent tasks in a secure, serverless cloud environment. Provide enterprises and developers with one-click configuration and real-time edge-cloud interaction
Generate high-quality images and videos using FAL AI models with seamless automatic downloads to your local machine. Access generated content via public URLs, data URLs, or local file paths for maximu
MCP server for Arcadia Finance, a platform to manage Uniswap and Aerodrome concentrated liquidity positions with built-in leverage, automated rebalancing, and yield optimization. Read protocol data an
Automate complex web browsing tasks like navigation, form filling, and deep research across multiple tabs. Extract structured data and visual insights from any webpage instantly. Streamline digital wo