AI & ML

Enables AI assistants to query Treasure Data databases, manage CDP segments, and monitor or retry Digdag workflows through a secure SQL interface.

Provides structured access to PMAS Arid Agriculture University Rawalpindi's academic resources, admissions, and student services through 53 specialized tools. AI agents can manage course information, library services, hostel details, and administrative functions using secure stdio or HTTP transports.

A sophisticated note-taking system that implements the Model Context Protocol (MCP) and features intelligent auto-tagging using local LLMs via Ollama. It enables AI-driven categorization and search across a JSON-based note repository.

Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP APIs with 16 AI tools.

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

MCP (Model Context Protocol) Server. Transforms static images into dynamic videos with customizable parameters through the Vidu AI video generation API, handling authentication, file management, and asynchronous task processing.

An MCP server that provides advanced ripgrep-powered search capabilities for Obsidian vaults, featuring smart context detection for YAML frontmatter and headings, link analysis, and date-based discovery.

A specialized MCP server for the Market.dev API that enables searching for open source experts and projects by skills, location, or repository involvement.

A background cognitive processing system that uses local Ollama models to analyze conversation patterns and store insights in Obsidian or temporary storage.

A SearXNG-powered search server that provides privacy-focused web search results and a utility to convert web pages into markdown format for AI consumption.

An AI-powered component design platform that transforms natural language into production-ready React/Vue components using a multi-stage design pipeline and private component libraries.

A specialized MCP server for searching, reading, and analyzing Excel files (.xlsx, .xls, etc.) from local directories, converting spreadsheet data into AI-friendly JSON format.

A sophisticated reasoning engine that orchestrates 62 advanced cognitive frameworks via Gemini to provide Claude with high-context, token-efficient execution briefs for complex coding tasks.

MCP (Model Context Protocol) Server. Provides real-time and historical Bitcoin market data from Binance including ticker data, order books, trades, price charts, and live price streams for financial analysis and market research.

MCP (Model Context Protocol) Server. Connects Claude Desktop to a local web scraper for retrieving and processing website content in markdown format with flexible options for user agent simulation and custom headers.

A specialized MCP server providing lightning-fast, offline access to over 1,000 indexed PrestaShop documents, including hooks, development guides, API references, and UI components via a local SQLite FTS5 search index.

Local file search for AI agents — semantic + keyword indexing over your codebase.

🥷 MCP Playground: Fullstack AI agent template. Claude + microservices = modular superpowers. Enable weather, DB, files tools from UI gallery. Built for hackers who ship to production 🚀🔥

A versatile MCP server that combines Google Gemini-powered 3D cartoon image generation with a comprehensive suite of secure file system management tools.

MCP (Model Context Protocol) Server. Enables searching and retrieving up-to-date content from popular documentation sites including LangChain, LlamaIndex, and OpenAI through Google search integration and content processing.

MCP (Model Context Protocol) Server. Provides a bridge to the Hedera Testnet Mirror Node API, dynamically converting Zodios API endpoints into tools for querying blockchain data using Server-Sent Events and robust Zod-based validation.

MCP (Model Context Protocol) Server. Automatically converts Spring Boot REST applications into MCP servers, enabling AI tools to interact with existing Spring APIs without rewriting backend services.

MCP (Model Context Protocol) Server. macOS-native bridge server that enables seamless communication between AI clients, providing Unix socket transport, persistent registration, and robust connection handling for coordinated tool execution across multiple models.

A high-performance semantic code search server that uses AST-based chunking and hybrid RRF reranking to enable natural language exploration of codebases.

Connects AI assistants to the Vectra AI security platform for natural language threat investigation, incident response, and automated security reporting.

Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agent-to-agent coordination

Integrates with the i3 window manager to query window tree structures, list workspaces, search for applications, and execute layout commands via natural language.

MCP (Model Context Protocol) Server. Provides a bridge to Laravel DebugBar for accessing detailed request logs, queries, routes, views, and models with filtering capabilities and formatted output for improved readability.

A comprehensive MCP server for AI-powered log analysis, supporting 9+ formats with specialized tools for error extraction, correlation, and sensitive data scanning.

MCP (Model Context Protocol) Server. Enables security analysts to query, analyze, and visualize Wazuh security logs stored in OpenSearch databases for efficient incident investigation and monitoring.