AI & ML

A comprehensive MCP server for Azure DevOps that enables AI assistants to manage projects, repositories, work items, and CI/CD pipelines through standardized tools and resource URIs.

A comprehensive collection of Claude Code and OpenAI Codex workspace configurations, including custom plugins, agents, and integrated MCP servers for cloud services, databases, and development workflows.

A comprehensive AI orchestration platform that integrates 8 Google AI services and 66 specialized agents using A2A and MCP protocols for autonomous development and enterprise-grade swarm intelligence.

A structural code analysis framework that converts codebases into a Universal Abstract Syntax Tree (UniAST) to provide deep, local coding context for LLMs.

Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.

An MCP server implemented as a VS Code extension that exposes the editor's filesystem, symbol search, diagnostics, and terminal capabilities to AI agents.

A robust bridge for Obsidian vaults that provides safe read/write access, tag management, and advanced search capabilities while preserving frontmatter integrity.

WireMCP integrates Wireshark's tshark utility with LLMs to provide real-time network traffic analysis, threat detection, and protocol statistics. It enables automated packet capture, PCAP file analysis, and credential extraction for security diagnostics and forensic investigation.

A specialized MCP server that enables LLMs to perform autonomous, deep web research and generate comprehensive reports by validating multiple trusted sources.

A comprehensive control plane and gateway for the Model Context Protocol that unified multiple MCP servers into a single secure endpoint with observability and RBAC.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

The Mapbox MCP Server provides a comprehensive suite of location intelligence tools including geocoding, multi-modal routing, POI search, and isochrone generation for AI agents. It enables geospatial reasoning and visualization through both direct API integration and interactive MCP-UI components.

A comprehensive MCP server based on AkShare that provides real-time and historical data for stocks (A-shares, HK, US) and cryptocurrencies, including financial indicators, market sentiment, and news.

A robust financial analysis MCP server that provides real-time market movers, fundamental ticker data, options chains, and technical indicators alongside market sentiment metrics from CNN and Google Trends.

A comprehensive MCP server that brings Claude Code's project-wide file manipulation, command execution, and agentic delegation capabilities to any MCP-compatible environment.

A Model Context Protocol server for Argo CD that enables AI assistants to manage applications, view resource trees, and monitor workload logs through natural language.

An MCP server that provides structural code search capabilities using ast-grep, allowing AI assistants to search and analyze codebases via AST pattern matching.

An AI research assistant that performs iterative, deep-dive investigations by combining search engines, web scraping, and multi-model support to generate comprehensive markdown reports.

Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

A comprehensive Model Context Protocol server that integrates TradingView data to provide real-time market screening and technical analysis for cryptocurrencies and stocks. It features proprietary Bollinger Band rating systems and advanced candlestick pattern recognition across multiple exchanges.

QueryWeaver is a Text2SQL engine that uses graph-powered schema understanding to convert natural language into SQL queries and execute them against relational databases.

A breakthrough bridge that implements Anthropic's 'Code Execution' pattern, allowing agents to interact with hundreds of tools via a single Python sandbox to drastically reduce token context bloat.

A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.

A tool for software architecture analysis and modularization that helps audit codebases, generate system manifests, and extract functionality into microservices.

A distributed neural network swarm orchestration server that provides ephemeral, CPU-native intelligence and multi-agent coordination using Rust and WebAssembly.

A professional-grade financial analysis MCP server providing technical indicators, portfolio optimization, AI-powered research agents, and backtesting tools for individual investors.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

A Model Context Protocol server that integrates DeepSeek's API, enabling powerful language models like R1 and V3 to be used with multi-turn conversation support and model fallback capabilities.

An MCP server that enables AI agents to conduct real-time web research through Google search, page content extraction, and automated screenshots.

A robust MCP server that enables AI assistants to directly interact with Figma layers, styles, and components, supporting real-time design creation and document audits via a dedicated Figma plugin.