MCP Server Directory

Monitors ClojureScript builds in real-time, providing detailed status information including compilation status, warnings, errors, and file-specific details for verifying build success after code changes.

Provides random number generation capabilities for generating integers and floats within specified ranges, suitable for simulations, games, or statistical sampling.

Combines semantic knowledge representation with reinforcement learning to provide intelligent shopping assistance, product recommendations, and automated learning from user interactions through ontology-driven e-commerce capabilities.

Integrates with Zerodha's trading platform to enable real-time stock trading operations including profile viewing, portfolio monitoring, and order execution directly through conversation

Integrates with SimpleLocalize translation management platform to enable bulk creation and updating of translation keys and content across multiple languages through natural language interaction

Optimizes multi-agent coordination through intelligent SQLite database design with normalized tables, integer enums, and pre-aggregated views to achieve 96% token reduction in context sharing for decision tracking, agent messaging, file change monitoring, and constraint management.

Integrates with TiDB AI to enable direct querying and response streaming within code editors through a lightweight Go-based bridge.

Bridges Schedule I game with real-time state access through C# mod and Python client, enabling querying and manipulation of NPCs, players, items, properties, and vehicles for automated gameplay testing and dynamic content management.

Provides secure encrypted storage and intelligent auto-fill for API keys across development environments through browser extension, CLI tool, and server components with AES-GCM encryption, usage tracking, and password manager import capabilities.

Provides base64 encoding and decoding with 8 output formats, automatic MIME type detection, data URI generation, and intelligent job memory with checksums for file change detection and LRU caching.

Enables AI systems to deploy and execute serverless applications in the cloud through Modal's platform, providing tools for application deployment and function execution with custom parameters.

Integrates with Chinese futures markets through vnpy trading framework and CTP gateway to provide real-time market data, account management, order execution, and position tracking for algorithmic trading and market analysis.

Provides thermodynamic and chemical engineering calculations through the MoziChem framework, offering equation of state models and flash calculations for process design, optimization, and phase equilibrium analysis.

Bridges running Unity games for runtime inspection with scene hierarchy, component analysis, text discovery, and snapshot tools for modding and localization.

Integrates JinaAI's search capabilities for web content discovery, information retrieval, and data extraction

Web interface for dynamically configuring and testing multiple MCP implementations through a unified dashboard that spawns and manages server processes in real-time

Intelligently routes research queries across multiple remote MCP servers by analyzing language, complexity, and time sensitivity to recommend optimal tools and execute them in parallel.

Integrates with Orthanc PACS servers and FHIR systems to provide DICOM query/retrieve operations, PDF text extraction from medical documents, and healthcare database connectivity for medical imaging workflows and radiology automation.

Enables management of Harvester HCI clusters through a Go-based server that provides tools for handling both standard Kubernetes and Harvester-specific resources with human-readable output formatting.

Development assistant providing 36 specialized tools for TypeScript, JavaScript, and Python projects with semantic code analysis, persistent memory management, and browser automation capabilities.

Manages StealthSurf VPN configurations, cloud servers, subscriptions, and device access through a stateless proxy to the StealthSurf API.

Orchestrates parallel Claude agent workloads in isolated Docker containers with functional combinators and lazy result references.

Automates security assessment of Maven packages through decompilation and rule-based privacy violation detection for dependency compliance checking and supply chain risk analysis

Integrates with GitLab's API to enable Kanban-style project management and issue tracking for streamlined software development workflows.

Integrates with Luma AI's API to enable AI-driven video generation based on textual descriptions or parameters.

Converts SVG files to PNG and JPG formats with customizable parameters like scale factor, quality, and background color using TypeScript and the Sharp library for high-quality image processing.

Queries Alibaba Cloud SLS logs with natural language, supporting multi-region search, SQL analysis, and log context tracing.

Extracts text from scientific PDFs using Meta's Nougat model, preserving mathematical equations, tables, and complex document structures.

Syncs Google Sheets data to a local SQLite database with intelligent caching and change detection, enabling natural language queries and cross-sheet analysis without manual data export.

Integrates with Slack workspaces to provide direct access to users, channels, messages, and search functionality through a TypeScript-based server that handles pagination and API errors automatically.

Generates unified diffs between text strings with 3 lines of context, enabling precise comparison and analysis for version control and code review tasks.

RAG-powered document question-answering using FAISS vector search, Sentence Transformers, and Groq LLM for grounded answers from private documents.

Provides web content access and Python code execution in a sandboxed environment, enabling information verification and working code demonstrations through containerized tools with appropriate security constraints.

Integrates with the Inspire backend API to find similar images based on text descriptions, returning optimized JPEG images with pagination support for visual content discovery and retrieval.

Integrates with Tecton clusters to enable feature store management, workspace listing, and configuration retrieval for data scientists and engineers.

Integrates with Dify.ai's workflow applications by transforming Dify workflows into dynamically discoverable tools with parameter validation and response formatting capabilities.

Provides SSH connectivity and remote server management with command execution, file operations, directory listing, and SFTP transfers across manual configurations, environment variables, and BinaryLane cloud auto-discovery.

Generates speech from text locally using Supertone's Supertonic-2 model for fast offline audio synthesis.

Provides cross-platform desktop notifications for important events or task completions using native Windows and macOS APIs.

Integrates with the Timor API to provide current time information and workday calculations for scheduling systems and business logic that depends on working day determination.

Connects USB cameras, IP cameras, and screen capture to enable image analysis, object detection, QR/barcode decoding, and real-time visual monitoring with token-efficient metadata responses.

Provides read-only access to Observium CE network monitoring data for querying device status, port traffic, sensor readings, alerts, and historical trends through natural language queries about network infrastructure health and performance metrics.

Provides expert-level code review through simulated personas like Martin Fowler and Uncle Bob, offering refactoring suggestions and clean code recommendations based on established software engineering principles.

Integrates with a YouTube summarization API to enable video analysis, retrieval of summaries, and follow-up conversations about content.

Integrates with the Indian stock market API to provide financial data including trending stocks, IPO information, financial statements, historical statistics, mutual funds, and corporate actions for financial analysis and research.