MCP Server Directory

Exposes the OpenZiti zero-trust network management API for administering identities, services, policies, routers, certificates, and sessions.

Enables building WebAR experiences through natural language by providing orchestration tools for A-Frame/Three.js projects and 8th Wall Desktop integration, featuring asset discovery, code generation for custom components, pre-built templates, and complete XR application scaffolding for rapid AR prototyping.

Provides real-time cryptocurrency market data from major exchanges (Bybit, OKX, Binance) including prices, order books, funding rates, and open interest for spot and linear markets.

Provides hierarchical task orchestration for software development goals with dot-notation IDs, supporting task creation, completion tracking, and parent-child dependency management where parent tasks automatically complete when all children are finished.

Provides real-time financial market data from Chinese and global markets through AKShare API integration for traders and financial analysts

Controls AMD Vitis Unified IDE for FPGA and embedded software development through 28 tools covering platform creation, hardware debugging, and application deployment.

Integrates with the PRTS wiki to provide detailed Arknights game data including operator stats, abilities, and enemy information through web scraping for players and content creators.

Provides a bridge between DolphinDB time-series database and natural language interaction, enabling data querying and manipulation without complex database code for financial analysts and data scientists.

Connects to four iOS productivity apps (Todo, Idea, Journal, Timer) through Apple ID OAuth authentication, enabling task management, idea capture, emotion-tracked journaling, and time logging with tag-based organization and search capabilities.

Provides a bridge to VISO TRUST's vendor risk management API, enabling third-party assessment, relationship tracking, and vendor information querying without switching contexts.

Integrates with Ukraine's Prozorro government procurement system to search and analyze public tender data by entity codes, legal names, and date ranges for transparency and procurement monitoring.

Provides web-based security audit capabilities for Node.js projects by scanning package.json files, running npm audit commands, and generating structured markdown reports categorized by vulnerability severity levels for automated security assessment workflows.

Integrates with Cisco Webex Messaging API to provide complete access to rooms, messages, teams, memberships, webhooks, and ECM folder management through 60+ tools covering all major collaboration workflows.

Bridges VSCode/Cursor with Confluence Wiki, enabling direct access and automatic conversion of wiki content to markdown format within AI conversations.

Converts Excel files and CSV data to JSON format with automatic data type detection, multi-sheet support, and serverless processing for data analysis and web development workflows.

RAG-enabled documentation server that integrates with vector databases to provide semantic search capabilities for code, documentation, and diagrams without data leaving your environment.

Enables Claude Desktop to execute terminal commands and manage files on the user's computer with security measures like command blacklisting and path validation for cross-platform development workflows.

Integrates with Clockify's API to provide complete time tracking and project management capabilities including time entries, projects, tasks, clients, tags, and automated report generation with filtering options.

Integrates with Warden and Magento 2 development environments to automate Docker-based workflows including project lifecycle management, database operations, PHP script execution, Magento CLI commands, PHPUnit testing, and Composer package management with customizable stack configurations.

Integrates with the AnyCrawl API to provide web scraping and crawling capabilities with configurable depth limits, multiple scraping engines, and structured data extraction in various formats including markdown and JSON.

Integrates with Cortex's engineering intelligence platform to query service catalogs, team structures, scorecards, and organizational metadata for streamlined access to service ownership and incident response information.

Provides structured memory management for project-based work through markdown file storage, enabling persistent context across chat sessions with efficient Lunr.js indexing for retrieval, updating, and relating memories.

Translates JSON internationalization files using multiple translation providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching, deduplication across files, and format preservation to minimize API costs while maintaining exact JSON structure and consistent results across target languages.

Analyzes stock trading data to identify volume walls and key price levels where significant trading activity occurs, providing traders with insights into market structure and potential reversal points.

Provides 30+ real estate investment calculators including affordability analysis, BRRRR deals, house hacking, syndication analysis, IRR/NPV calculations, and Monte Carlo simulations with current market data, mortgage rates, and state-specific down payment assistance programs for comprehensive investment analysis.

Provides real-time NYC subway information through MTA GTFS feeds with automatic data management, intelligent station matching with fuzzy search, live train arrivals with delay predictions, service disruption analysis with alternative routes, and location-based station discovery for transit apps and commuter assistance.

Provides PostgreSQL database analysis and optimization capabilities including health monitoring across connections, vacuum status, and replication, query performance analysis with execution plan insights, and automated index recommendations with duplicate detection and bloat analysis.

Integrates with Grokipedia wiki-style knowledge base to provide advanced search capabilities with filtering options, intelligent page retrieval with smart suggestions, section-based content extraction for long articles, and access to citations and related pages for research workflows.

Provides local Medusa.js documentation access through fuzzy search capabilities, enabling semantic text matching, section retrieval by title or path, and comprehensive section listing with configurable search thresholds for quick framework reference without leaving your development environment.

Provides automation and testing capabilities for Scenic Elixir GUI applications through keyboard input simulation, mouse interaction, and real-time connection monitoring via a dual-architecture TCP server and TypeScript interface.

Transforms any codebase into a secure development environment with scoped file operations, Git repository management, Makefile execution, and code exploration tools while enforcing strict path validation to prevent unauthorized access outside the project directory.

MCP server that captures visual browser edits and converts them into structured code implementation patches.

Bridges CAN bus networks with virtual ECU simulation and DBC file decoding for automotive diagnostics, signal monitoring, and vehicle data analysis without physical hardware.

Provides 172 tools across 21 categories for system monitoring, development workflow automation, and infrastructure management with Git, GitHub, tmux, Docker, Kubernetes, and database integrations plus comprehensive security features and intelligent caching for DevOps workflows and system administration.

Provides semantic text analysis and compression tools for advanced content processing, enabling summarization, search optimization, and efficient storage while preserving core meaning.

Provides a unified interface to multiple large language model providers (OpenAI, Anthropic, Google, DeepSeek) through a containerized server with customizable parameters for seamless model switching within applications.

Exposes structured DOM snapshots from web pages as MCP tools for AI coding agents.

Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.

Integrates with Octopus Deploy to manage projects, releases, and deployments through natural language interactions, enabling DevOps teams to query project details, create releases, initiate deployments, and monitor deployment status across multiple spaces without navigating the web interface.

Provides hierarchical task management with living document approach where completed tasks remain visible, enabling non-linear workflow navigation, flexible priority switching, and persistent completion history for complex project management and research workflows.

Provides Excel file manipulation through the Spire.XLS library, enabling creation, reading, modification, and conversion of Excel workbooks with support for formulas, charts, pivot tables, conditional formatting, and export to multiple formats including PDF, HTML, CSV, and images.

Safe code execution in ephemeral unikernels with declarative security policies.

Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.

Provides persistent memory capabilities across conversations through PostgreSQL database integration with four memory types (episodic, semantic, procedural, strategic), vector similarity search, memory clustering, identity persistence, and graph-based relationships for maintaining context and building genuine understanding over time.

Provides a YAML-based configuration system for LLM applications, enabling declarative setup of custom environments with resource management, tool execution, and prompt handling capabilities.