MCP Server Directory

Provides direct integration with OpenAI's GPT-5 API through simple prompt-based and structured conversation tools for text generation without building custom API integration layers.

Transforms Swagger/OpenAPI specifications into dynamic tools, enabling interaction with any REST API through automatic endpoint discovery, parameter validation, and security handling.

Provides real-time system metrics for CPU, memory, disk, network, host, and process statistics using Go and gopsutil, enabling detailed performance monitoring and diagnostics across Windows, macOS, and Linux.

Bridges to the Lara Translation API for accurate, context-aware text translations between languages with automatic language detection capabilities.

Provides real-time cloud cost management data across multiple providers (AWS, Azure, etc.) for analyzing spending patterns, tracking budgets, detecting anomalies, and optimizing cloud infrastructure costs.

Integrates voice interaction capabilities using faster-whisper and PyAudio for speech recognition and synthesis, enabling natural language voice interfaces for AI models.

Investment research MCP server with 16 tools for insider trades, SEC filings, FINRA short interest, and live stock quotes.

Make calls to OpenAI's chat completions.

Connects language models to Wolfram Alpha for performing mathematical calculations, scientific queries, and data analysis with structured results in text or image formats

Integrates with CODESYS V3 automation programming environments through Python scripting to enable project management, POU creation and editing, code manipulation, and compilation tasks for PLC development workflows.

Retrieves Japanese tax laws, administrative circulars, and tribunal rulings from e-Gov and National Tax Agency sources to prevent hallucination.

Provides efficient access to NPM/Go/Python package documentation through smart parsing and caching, enabling quick retrieval of up-to-date library information.

Connects to QGIS for managing layers, editing features, running processing algorithms, rendering maps, and controlling projects through 50 specialized geospatial tools.

Integrates with Redash data visualization platform to enable natural language querying, dashboard creation, and data source management for analyzing and visualizing data through conversational interfaces.

Enables Claude to interact with Cinema 4D through a socket-based communication system for scene manipulation, rendering, and animation directly from conversations.

Integrates with Taiwan Stock Exchange OpenAPI to provide comprehensive stock market data including company fundamentals, trading patterns, market indices, and valuation metrics for financial analysis and investment research.

Enables mobile device automation through Android Debug Bridge and iOS Device Bridge for app testing, UI interaction, screenshot capture, and test code generation across Android and iOS platforms.

Enables AI to automate Microsoft Office applications (Word, Excel, PowerPoint, and more) through COM interfaces in Windows, providing tools for launching programs, manipulating documents, capturing screenshots, and managing files.

Query and analyze large datasets using Tinybird analytics.

Integrates with LanceDB to enable natural language querying, insertion, and management of vector data for efficient similarity search and semantic analysis.

Integrates with blockchain networks to enable smart contract interaction, transaction history access, and on-chain data exploration through specialized tools for reading contract state, retrieving ABIs, and filtering event logs.

Integrates with RepoMix to enable codebase retrieval and analysis for tasks like code review, dependency tracking, and automated documentation generation.

Provides persistent memory for Cursor through vector-based semantic search and structured data storage, enabling long-term context awareness across sessions by storing conversations, code snippets, and files with automatic embeddings for similarity-based retrieval.

Provides web search and image understanding capabilities optimized for code development workflows

Queries multiple Ollama models in parallel with distinct system prompts focused on empathy, logic, and creativity to provide diverse perspectives on user queries

Integrates WordPress with AI systems to enable automated content creation, site management, and data analysis for WordPress-based websites.

Manage Ludus cyber range environments through natural language commands.

Provides Google Search functionality through Gemini's native grounding capabilities, delivering search results with automatic source citations and grounding metadata for reliable information retrieval.

Integrates with FHIR healthcare systems and medical document repositories to provide natural language access to electronic health records, clinical observations, patient data management, and medical literature search through OAuth2-authenticated FHIR servers and vector-based document analysis.

Provides Excel file manipulation capabilities through OpenXLSX, enabling creation, editing, and formatting of spreadsheets with cell operations, worksheet management, styling controls, and range manipulation for automated report generation and data processing workflows.

Enables AI-driven browser profile management through AdsPower's local API, providing tools for creating, updating, opening, and deleting browsers with customizable fingerprints and proxy configurations.

Manage Google Tag Manager containers, tags, triggers, variables, and publishing through natural language.

Integrates ROS 2 with natural language processing to enable robot control through commands like 'move forward at 0.2 m/s for 5 seconds' via the /cmd_vel topic.

Enables control of the Unitree Go2 quadruped robot through natural language commands, translating conversational instructions into precise ROS2 actions for walking, dancing, sitting, and performing gestures.

Provides a bridge to the Frame0 diagramming application for creating and manipulating visual elements like shapes, text, and connectors with customizable properties for diagram generation and mockup creation.

Provides headless access to IDA Pro's reverse engineering capabilities for analyzing binaries, extracting functions and strings, navigating cross-references, and integrating specialized analysis tools without requiring the GUI.

Integrates with multiple security tools to perform static analysis of PE files, extracting critical information like import tables, metadata, strings, and malware capabilities for rapid triage of suspicious Windows executables.

Automatically exposes existing Gin API endpoints as tools with zero configuration, requiring just a single line of code to bridge your Go application with AI assistants.

Provides a unified API for accessing multiple search engines including Brave Search, Metaso, and Bocha, handling authentication, rate limiting, and response formatting for each provider.

Query and analyze iMessage conversations on macOS.

Integrates with Google Cloud services to provide direct access to Logging, Spanner, and Monitoring resources within conversations through authenticated connections.

Integrates with LlamaIndexTS to provide access to various LLM providers for code generation, documentation writing, and question answering tasks

Integrates with Google News RSS feeds and Google Trends to provide news article search, trending topic retrieval, and optional content summarization for news monitoring and trend analysis workflows.

WordPress plugin providing MCP server for Bricks Builder site management with natural language control.

Converts text to speech using the Kokoro TTS engine with configurable voices, speeds, and languages, supporting both local storage and S3 cloud integration with automatic file cleanup.

Enables language models to compose and send emails with attachments through SMTP servers, supporting multiple providers and secure transmission for automated email workflows.