MCP Server Directory

Integrates with macOS applications including Messages, Contacts, Notes, Mail, Reminders, Calendar, and Maps through AppleScript automation and direct database queries for native Apple ecosystem control and productivity automation.

Provides six fundamental mathematical operations including addition, subtraction, multiplication, division, exponentiation, and logarithm calculation with customizable base support and proper error handling for division by zero and invalid inputs.

Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise velocity control and comprehensive error handling.

Transforms long-form documents into hierarchical tree structures with navigable sections, enabling systematic reading, outline generation, content search, and contextual navigation through parent-child-sibling relationships for comprehensive document analysis workflows.

Integrates with Cloudflare's AI image generation capabilities, leveraging Workers for serverless deployment to enable on-demand image creation for content generation and visual design tasks.

Integrates with the Korea Pharmaceutical Information Center (KPIC) API to retrieve drug details, interactions, safety information, and regulatory data for healthcare applications and pharmaceutical compliance workflows.

Provides a unified gateway for LLMs to access GitHub, GitLab, Google Maps, Memory storage, and Puppeteer web automation tools through a Flask-based server deployable on Red Hat environments.

Provides strongly-typed tools for monitoring and diagnosing Kubernetes clusters through read-only operations like listing pods, nodes, services, and deployments, retrieving container logs and statuses, and viewing pod events without requiring kubectl knowledge.

Provides secure, read-only access to InfluxDB 1.8 time-series databases with JWT authentication, enabling database listing, measurement exploration, and query execution while enforcing security restrictions.

Automatically captures tool executions from development workflows and extracts patterns to continuously improve project standards and documentation through significance scoring, temporal knowledge graphs, and validation engines that learn from corrections and failures.

Provides file editing capabilities through Microsoft Edit integration, combining direct file system operations for simple tasks with Edit process management for complex editing scenarios, enabling reading, writing, listing files, finding text patterns, formatting code, and performing find-and-replace operations across multiple files.

Integrates with HWP Korean word processing documents through PowerShell COM API bridge, enabling automated document lifecycle management, text manipulation, table operations, formatting, field management, cursor control, and export capabilities for Korean document workflows and template processing.

Decentralized AI memory MCP server anchored to the 0G blockchain with contradiction detection, repo-aware ingestion, and tradeable memory assets.

Integrates with WorldAnvil's API to automate worldbuilding workflows across articles, maps, timelines, campaigns, and content management with automatic Markdown-to-BBCode conversion.

Automatically monkey-patches Gradio applications to expose trackio experiment tracking data, enabling query access to machine learning projects, runs, metrics, and statistics without requiring code changes to existing workflows.

Ruby plugin for SketchUp 3D modeling with geometry creation, entity transformation, material assignment, and model introspection via TCP bridge.

Agentic RAG MCP server providing persistent semantic memory over private data for Claude.

Integrates with Coreflux IoT platform through MQTT broker connections to enable dynamic discovery and execution of IoT actions, real-time device management, and automated rule generation for industrial control systems.

Provides a bridge to the Longman Dictionary of Contemporary English for looking up word definitions, examples, and linguistic information without requiring context switching to external dictionary resources.

Rust-native code search MCP server for semantic, symbol, and lexical search across local repositories.

Provides read-only access to PostgreSQL databases with enhanced multi-schema support, enabling schema inspection, query execution, and isolation across multiple namespaces.

Enables creation and manipulation of PowerPoint presentations with customizable layouts, themes, and formatting options, saving files to an accessible user directory without requiring manual PowerPoint interaction.

Suno AI music generation, lyrics, and covers through the AceDataCloud API platform.

Integrates DuckDuckGo search capabilities with customizable parameters for web-based information retrieval.

NanoBanana AI image generation and editing through the AceDataCloud API platform.

Integrates with Singapore's Land Transport Authority DataMall API to provide real-time transportation information for urban mobility applications and analysis.

Persistent memory plugin for Claude Code that captures tool usage observations and provides semantic search across sessions.

Provides a flexible agent framework with pre-configured agents for tasks like marketing, code review, scheduling, and regulatory compliance, using data-driven YAML configuration to enable dynamic agent creation across domains like finance, product development, and customer support.

Extracts YouTube video transcripts with timestamps, metadata, comments, screenshots, and audio clips using yt-dlp integration with advanced filtering for time ranges, keyword search, and key segment extraction.

Read and verify Content Credentials from images and media using the official C2PA Rust SDK.

Integrates system health monitoring and ServiceNow ITSM platform to provide CPU usage, memory statistics, system uptime tracking, incident management, change request handling, and ticket operations for IT operations workflows and infrastructure automation.

Browser automation through Chrome DevTools Protocol with AI-friendly DOM snapshots, element targeting, and multi-tab management for web testing and automation workflows.

Connects to Custify for account management, health scores, and customer success workflows.

Enables execution of predefined developer commands and management of long-running processes through JSON configuration with automatic daemon control tools and cross-platform process monitoring.

MCP server for managing Semaphore UI CI/CD projects, tasks, templates, and schedules.

Enterprise PostgreSQL server with restricted/unrestricted access modes and Docker support.

Integrates with markdown files and Apple Notes to automatically save and format Claude conversation content for easy reference and sharing.

Combines Google Custom Search, Apollo.io, and Proxycurl APIs with OpenAI-powered query generation to systematically discover LinkedIn profiles, extract detailed professional data including contact information, and build enriched databases for lead generation, recruitment research, and market analysis.

Local-first AI commerce server with tools for products, orders, inventory, and customer service.

Generates product descriptions from titles and keywords using a locally hosted Ollama language model via an Express API.

Delegate agentic tasks to local or cloud Ollama models by proxying Claude's configured MCP tools.

Rust-based filesystem server that provides fast, secure file operations including read/write, directory management, glob pattern searching, regex content search, and surgical line editing with robust path validation and symlink protection.

Manipulates the s&box game engine editor with scene editing, component management, and asset integration.

Persistent knowledge base using the LLM Wiki pattern with structured markdown files.

Search 18,900+ Michelin Guide restaurants worldwide with multi-criteria filtering and SQLite FTS5.