AI & ML

A specialized MCP server for systematic regex development, allowing LLMs to define test cases, validate patterns, and iteratively refine regular expressions until all requirements are met.

A high-performance location utility server providing Australian postcode and suburb lookups with fuzzy matching, phonetic search, and geographic radius capabilities for AI assistants.

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, automated work planning, and progress tracking.

A robust MCP server for extracting video metadata, channel stats, and transcripts from YouTube using yt-dlp, featuring batch processing, engagement analysis, and intelligent caching.

Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe what you want in plain English.

A comprehensive document generation server that enables creating DOCX and PDF files through both immediate single-call templates and incremental session-based building workflows.

A powerful real-time data integration that connects AI assistants to Deephaven live dataframes, enabling streaming data analysis, remote script execution, and multi-environment management for both Community and Enterprise deployments.

A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.

A Neo4j-powered knowledge graph server for Unreal Engine documentation that enables deep relationship discovery, bilingual concept mapping, and intelligent learning path exploration.

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the high-performance DrissionPage framework.

megg - Memory for AI Agents. Simplified knowledge system with auto-discovery and size-aware loading.

Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.

A specialized MCP server for AI-powered interview simulations, offering customizable roleplay scenarios, CV analysis, and real-time feedback for job seekers.

MCP (Model Context Protocol) Server. Provides a stateful terminal interface for maintaining session context and executing complex, multi-step operations across multiple interactions.

A tool-calling gateway that allows dynamic searching and execution of tools via the UnifAI Network, accessible through Python and TypeScript SDKs.

A comprehensive MCP server providing AI agents with real-time vision, UI automation, and high-performance input control over Android devices via scrcpy and ADB protocols.

A specialized MCP server that integrates with OpenRouter to provide deep reasoning capabilities using the DeepSeek-R1 model for complex analysis and inference.

A comprehensive PostgreSQL suite providing advanced database health monitoring, AI-powered query optimization with index recommendations, and deep schema relationship analysis.

A Ruby-based MCP server providing read-only access to Obsidian vaults, enabling AI models to search, list, and analyze Markdown notes with metadata and tag support.

MCP (Model Context Protocol) Server. Integrates with Azure Blob Storage and Cosmos DB to enable secure reading, manipulation, and querying of cloud data resources.

A specialized OSINT server for EVE Online that aggregates intelligence from ESI, EveWho, and zKillboard APIs to provide detailed profiles of characters, corporations, and alliances.

Integrates with PatSnap's patent analytics API to provide structured access to global patent trends, competitive intelligence, and landscape analysis. It enables users to perform technology scouting by analyzing inventors, assignees, legal statuses, and influential patents.

MCP (Model Context Protocol) Server. Provides real-time access to news articles from various RSS feeds with tools for listing feeds, retrieving latest news by category, searching across all content, and fetching specific article details.

A Node.js MCP server that dynamically converts JSON API definitions into executable tools via Axios, allowing any external REST API to be integrated into the MCP ecosystem through configuration.

MCP (Model Context Protocol) Server. Generates truly random numbers using Random.org's atmospheric noise API to eliminate the deterministic bias inherent in LLM-generated randomness for applications requiring genuine unpredictability like statistical sampling, gaming, and cryptographic operations.

MCP (Model Context Protocol) Server. Bridges AI with Excel files, enabling reading from and writing to spreadsheets through standardized operations for data analysis, reporting, and document generation workflows.

MCP (Model Context Protocol) Server. Integrates with the web3.career API to search and filter cryptocurrency and blockchain job opportunities with parameters like remote work preferences, location, and technology tags, returning structured job listings with company details, descriptions, and application URLs.

A Node.js MCP server that integrates with DuckDuckGo to provide real-time web search capabilities for research and fact-checking.

MCP (Model Context Protocol) Server. Provides real-time cryptocurrency data through a Node.js Express server that interfaces with CoinGecko's API, automatically switching between free and Pro endpoints based on API key availability.