MCP Server Directory

Analyzes academic papers with PDF text extraction, mathematical notation explanation, document structure analysis, content summarization, code generation from algorithms, and data visualization for efficient research and experimental reproduction.

FastMCP server that enables comprehensive file system operations, code modifications, process management, and static analysis for automated code maintenance and refactoring tasks.

Integrates with Finland's Alko alcohol monopoly catalog to provide product search, store availability, opening hours, and wine ratings for wine recommendations, inventory checking, and food pairing suggestions.

Full read/write access to Things 3 task manager via reverse-engineered cloud SDK.

Validates Magento 2 code against 83+ coding standard rules, 150+ discouraged functions, and theme-specific conventions for Hyva, Luma, Breeze, and Porto.

Bridges Godot 4 C# projects with development tools through HTTP API communication, enabling real-time scene manipulation, script management, property inspection, signal handling, and resource operations during active game development sessions.

Enables AI-assisted remote control and manipulation of Minecraft servers through natural language commands, supporting complex navigation, world interaction, and gameplay automation tasks.

Integrates with FluentCRM WordPress plugin to provide complete email marketing automation including contact management, campaign creation, tag and list operations, automation workflows, and webhook management through over 30 specialized tools.

Integrates Google's PageSpeed Insights API to provide detailed web performance metrics and optimization recommendations for websites.

Provides local LLMs with web search, page screenshots, and readable text extraction through a local MCP server running on localhost.

Integrates with the NetLogo agent-based modeling platform for creating, executing, and analyzing simulation models with customizable parameters and result export.

Automates meeting attendance and transcription across platforms like Zoom and Google Meet, enabling automated note-taking, compliance documentation, and accessibility support through bot deployment.

Exposes Root Signals evaluators as tools for AI assistants & agents, allowing them to evaluate responses against various quality criteria.

Provides SMTP email functionality with tools for sending individual and bulk emails, managing configurations, and creating customizable templates with variable substitution for automated, personalized email campaigns.

Translation tools for text, URLs, and files including audio via speech-to-text

Integrates with CiteAs and Google Scholar to retrieve BibTeX-formatted citation data using DOIs, URLs, or keywords for seamless research citation workflows.

Access Chinese A-share market data including real-time quotes, K-lines, and technical indicators.

Multi-layered sandbox that combines Google search, web content parsing, and ArXiv paper processing with configurable LLM backends for comprehensive web research and academic document analysis.

Generate presentations using the SlideSpeak API.

Integrates with Ulysses writing application on macOS through x-callback-url API to create sheets, manage groups, insert text, attach notes and keywords, read content, and navigate library structure for automated writing workflows and content management.

Integrates with OCI registries to retrieve container image metadata, list repository tags, access manifests and configurations, and perform security analysis with support for multiple authentication methods.

Integrates with Teamwork API to manage projects, tasks, team members, and generate utilization reports for streamlined project management and collaboration workflows.

Git-backed memory system that stores and organizes memories as markdown files in local or remote repositories, providing persistent context across conversations through recall, storage, linking, and temporal queries with automatic synchronization and intelligent organization by tags, categories, or dates.

Bridges local AI capabilities with governance protocols through secure command execution, file operations, and meta-cognitive reflection tools.

Provides access to IETF RFC documents, enabling efficient listing, searching, and retrieval with pagination and local caching for internet standards and protocol analysis.

Bridges to the IMDb API for searching movies and TV shows, retrieving detailed information about titles, and accessing curated lists like top-rated films or upcoming releases.

Provides checkpoint-based version control with intelligent undo functionality that tracks file changes, creates restoration points before modifications, and enables precise rollback of changes or removal of newly created files through automated deduplication.

Documentation search and component usage guidance for Vaadin Java and React applications

Provides tools for splitting large JSON files into manageable chunks and merging multiple JSON files into a consolidated output for efficient data processing workflows.

Integrates with Dify's dataset retrieval capabilities, exposing knowledge base querying as a discoverable tool for retrieving information from Dify datasets

Provides real-time access to Weibo trending topics through a TypeScript/Node.js server that delivers Chinese social media insights for conversation workflows requiring current information.

Enables Windows digital forensics analysis by parsing EVTX event logs, registry hives, and remotely collecting artifacts via WinRM for incident response workflows.

Integrates with OpenAI's API and Puppeteer to provide screenshot capture, code architecture analysis, and code review capabilities for software development tasks.

Connects Odoo ERP systems with accounting data, enabling financial analysts to query vendor bills, customer invoices, payments, and reconciliations through natural language interactions.

Provides a Spring Boot-based interface to Oracle databases for executing SQL queries, listing tables, and describing table structures with built-in security measures that prevent non-SELECT statements in production.

Integrates with Apple's native productivity apps (Notes, Reminders, Calendar) on macOS to create, search, and manage personal information while maintaining conversational context through a persistent memory system that tracks activities and relationship continuity.

Integrates with Zonos TTS API to generate expressive, multi-language speech output for AI applications using PulseAudio playback

Integrates with official French tax websites (impots.gouv.fr, service-public.fr, legifrance.gouv.fr) to provide tax calculations, form guidance, scheme details, and legal article retrieval with automated report generation for French tax professionals and developers.

Windows Terminal settings management with JSON Patch operations, fragment extensions, Oh My Posh themes, and shell integration.

Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.

Validates TradingView PineScript code syntax by interfacing with TradingView's official pine-facade API, providing real-time compilation error detection for automated trading script development workflows.

Integrates with Alteryx Server's REST API to enable workflow execution, collection management, user administration, schedule automation, job monitoring, and credential management for data analytics operations.

Integrates with Speckle to enable querying and analyzing 3D design and AEC project data, including listing projects, retrieving details, searching by name or description, and accessing model versions for architecture, engineering, and construction professionals.

Draw shapes on a live tldraw canvas in real-time with four tools for creating, updating, and deleting elements.

Integrates with PubMed's biomedical literature database to search academic papers, retrieve detailed metadata and abstracts, generate formatted citations in multiple styles, and track citation metrics for research and literature review workflows.