AI & ML

Production-ready MCP server for PDF processing with intelligent caching.

MCP server for GitLab — projects, merge requests, pipelines, CI/CD, and issues.

An MCP server that enables LLMs to view and create events in an iCloud Calendar by connecting via Apple ID and app-specific passwords.

A specialized MCP server for managing Redfish-enabled hardware and BMCs, providing capabilities for power control, health monitoring, sensor data, and account management.

A specialized MCP server for the Jsoncut API that enables AI agents to programmatically design and validate layered image and video configurations.

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

A specialized MCP server that converts eFax documents (PDF, TIFF, and Clinical Document Architecture XML) from OpenText Fax Server Software into structured, machine-readable JSON using OCR and metadata extraction.

A multi-blockchain cryptocurrency management server providing unified logic for wallet operations, decentralized trading (swaps, DCA, limit orders), and staking across various networks.

A comprehensive Software Development Lifecycle (SDLC) tracker that manages epics, stories, tasks, bugs, and documentation using a SQLite backend. It features intelligent workflow automation, dependency management, and a knowledge graph generator for code analysis.

A secure API key management server that integrates project environment variables with OS keychains and provides AI-assisted SDK code generation.

A Windows-optimized MCP server providing universal data analytics for JSON and CSV files, featuring schema discovery, interactive visualizations, and advanced statistical tools.

A development tool that tracks and analyzes code volume for AI-generated snippets, providing detailed breakdowns of code, comments, and blank lines with persistent storage.

A specialized MCP server that integrates with iRacing to provide real-time telemetry analytics, AI coaching, and car spotting for sim racers.

A comprehensive MCP server providing programmatic access to the Genotype-Tissue Expression (GTEx) Portal API for analyzing human gene expression, eQTL associations, and tissue-specific genomics data.

A specialized MCP server providing offline-first, searchable access to complete Shopify Liquid documentation including tags, filters, and objects. It features lightning-fast local SQLite FTS5 search to assist with Shopify theme development and template debugging.

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

A specialized Spotify integration for managing playlists using natural language and advanced audio feature analysis. It features a similarity engine with eight algorithms to match tracks based on energy, tempo, mood, and genre across catalogs and personal libraries.

A robust Getting Things Done (GTD) implementation that automates task and project management through Markdown files and YAML metadata. It manages the full lifecycle of actions, projects, areas, and goals with built-in audit tools to ensure system integrity.

A comprehensive MCP server providing full Microsoft Outlook integration for managing emails, contacts, calendars, and mail folders via the Microsoft Graph API.

A robust MCP server designed to interface with the Dust platform, providing tools for assistant management, data source exploration, and complex agent-led conversations.

A diagnostic and execution engine for Kotlin Multiplatform Mobile that allows AI agents to build, test, and debug Android and iOS apps via automated pipelines and UI interaction.

A stateful prompt optimization server that improves prompts over time using research-backed techniques like APE and OPRO combined with vector-based retrieval of historical performance data.

An MCP server for Woodpecker CI that automates pipeline failure analysis. It provides intelligent error detection, root cause identification, and file-specific fix suggestions using both direct identifiers and IDE git context.

A robust MCP server for controlling and monitoring smart home infrastructure including HVAC, lighting, security cameras, and appliances via a backend API.

An MCP server that enables orchestration between Claude and Gemini for multi-step workflows like code reviews, PRD generation, and iterative software development.

A Model Context Protocol server that provides comprehensive access to the Open Brewery DB API, enabling AI assistants to search, filter, and retrieve detailed data for over 40,000 breweries globally.

Automatic MCP Server & OpenAI Tools Bridge for apcore

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

A specialized MCP server for accessing academic supervisor evaluations from urfire.com, featuring intelligent Chinese-Pinyin fuzzy matching and hierarchical searching by university and department.

A specialized MCP server that enables AI assistants to manage Anki flashcards, supporting deck creation, batch card additions, and review queue monitoring via the Anki API.