Protect media using watermarking, content disruption, and adversarial hardening algorithms. Verify provenance, detect synthetic content, and perform similarity searches across digital libraries. Manag
Provide advanced stochastic algorithms and probabilistic decision-making capabilities to enhance AI assistants' decision-making processes. Enable exploration of multiple future scenarios and strategic
The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community det
Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations. Generate concise reports and compact JSON summaries from files or pasted data. Explain results in plai
X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
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
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map"
<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
<p align="center"> <img width="256" height="84" src="https://raw.githubusercontent.com/anirbanbasu/pymcp/master/resources/logo.svg" alt="pymcp logo" style="filter: invert(1)"> </p>
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
Provide advanced oscilloscope and function generator capabilities to AI agents, enabling multi-channel signal acquisition, real-time analysis, and waveform generation. Automate measurement workflows a
[Frankfurter](https://frankfurter.dev/) is a useful API for latest currency exchange rates, historical data, or time series published by sources such as the European Central Bank. Should you have to a
Enable seamless interaction with Alpaca's trading API through a standardized protocol. Execute trading operations, fetch market data, and manage portfolios efficiently within your LLM applications. Si
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
BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profile
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
# Vulcan File Ops MCP Server
🤖 **Revolutionary AI Agent v3.2.4** - Advanced AI-powered Airtable MCP server with **fixed TypeScript architecture**, world-class project organization, comprehensive intelligence capabilities, pred
Search and retrieve documentation from GitHub repositories and the web to find technical answers quickly. Transform complex web pages into clean markdown for efficient reading and analysis. Simplify l
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
Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analyze your knowledge base. Enable intelligent retrieval of notes, track the evolution of your ideas, and