MCP Server Directory

Provides cloud-based document management and semantic search using OpenAI embeddings with in-memory vector storage, enabling retrieval-augmented generation workflows through document ingestion, metadata filtering, and cosine similarity search.

Consolidate multiple tools into a single exec_bash tool using standard Unix commands and pipes.

Discord bot automation server deployed on Cloudflare Workers that provides complete Discord API access through 20+ tools for server management, messaging, reactions, channels, forums, threads, and webhooks with advanced features like custom avatar messaging and bulk operations.

Integrates with pub.dev to enable package discovery, version management, dependency analysis, and documentation retrieval for Dart and Flutter development workflows.

Enables interaction with WhatsApp desktop on macOS through AppleScript automation for sending messages, checking status, and navigating the interface with keyboard shortcuts.

Gateway that aggregates multiple servers behind progressive disclosure meta-tools to reduce token overhead.

Delivers Colombo Stock Exchange technical analysis and ensemble predictions using RSI, MACD, and Bollinger Bands with simulated data.

Provides hardware-based true randomness through 20+ statistical distribution functions including dice rolling, Bernoulli trials, and normal/gamma/Poisson distributions for simulations, modeling, and creative tasks where deterministic outputs need genuine stochastic elements.

Authorization proxy for MCP servers with JWT validation, policy engine, and behavioral anomaly detection.

MCP server for managing TrueNAS storage systems, enabling AI assistants to monitor and control NAS devices and datasets.

Bridges AI agents to legacy SAP ABAP systems for read-only code exploration and documentation generation.

Bridge MCP clients to a local Obsidian vault using the official Obsidian CLI, with configurable safety modes for write operations.

MCP server providing AI assistants with real-time access to FilamentPHP v5 documentation via TF-IDF semantic search.

Integrates with Aster Finance API to provide cryptocurrency futures trading data including kline charts, price statistics, funding rates, order books, and recent trades formatted as Markdown tables for market analysis and trading strategies.

Control MicroPython devices (ESP32, RP2040) from AI agents via USB serial or WebREPL, with code execution and file management tools.

Provide agents with a virtualized AGENTS.md and Kanban system. Can also spawn subagents for solving focused tasks.

Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge searches.

Tencent Cloud Log Service integration with 37 observability tools.

Integrates with SANE-compatible scanners to provide document capture with ADF support, duplex scanning, batch processing, and automatic multi-page TIFF assembly for digitizing physical documents and building document management workflows.

Unofficial Leapsome HR platform integration for reading performance reviews, goals, and meeting notes.

PowerPoint translation server that translates presentations while preserving formatting, layout, and embedded content.

Fixed asset depreciation calculations based on South Korean corporate tax law standards.

AI-powered semantic code search using vector embeddings for contextual code loading.

Integrates with Sleeper Fantasy Football API to provide complete access to user profiles, league data, rosters, matchups, draft information, player statistics, and trending analytics for fantasy football enthusiasts and sports analysts.

Provides peripheral device interaction capabilities for computer hardware including cameras, printers, audio devices, and displays, enabling image and video capture, print job management, audio recording and playback, and screen recording with cross-platform support and automatic device detection.

Suite of five specialized servers for InterSystems IRIS covering development, administration, interoperability, operations, and data analytics with 87 total tools.

Exposes D2L Brightspace LMS data including courses, grades, assignments, and calendar through 15 tools with multi-strategy authentication.

Enables Claude Code to coordinate AI worker agents as a team lead, spawning and managing Claude, Codex, and Gemini CLI subprocesses with push-based message routing.

Connects AI assistants to Mod Organizer 2 for managing Skyrim SE mods with 29 specialized tools.

Provides TypeScript-based access to Microsoft Flight Simulator SDK documentation through web scraping and natural language processing, enabling flight simulation developers to search and retrieve API references, code examples, and technical specifications through conversational queries.

EMBA firmware security analysis for embedded device scanning.

Turn existing Elysia framework routes into MCP tools automatically, with no schema duplication or handler rewrites.

Integrates with Harvest's time tracking and project management features, enabling natural language interactions for managing projects, tracking time entries, and handling leave requests.

Fetches and summarizes curated tech news from infomate.club/vas3k by parsing HTML content to extract articles from multiple feeds like Hacker News, Techmeme, GitHub, Reddit, and Pinboard, grouping them by source and generating keyword-based summaries in structured markdown format.

Automates access to NUCES FLEX Student Portal using Selenium authentication and session management to retrieve academic data including attendance, grades, transcripts, and fee reports.

Integrates with Vikunja self-hosted task management to enable project and task operations including kanban boards, labels, comments, assignees, and bulk operations with safety controls for destructive actions.

Integrates file system, code analysis, Git, and execution capabilities to enable AI-driven development workflows across multiple programming languages.

Integrates with DuckDuckGo search engine to provide real-time web information retrieval for research, fact-checking, and current events updates.

Integrates with SingleStore databases to enable efficient querying and data operations for large-scale, real-time analytics applications.

All-in-one server that connects your coding AI to dozens of databases, data warehouses, data pipelines, cloud services, and more.

Provides web data extraction and manipulation capabilities through the LSD programming language, enabling structured data retrieval from websites, web searches, and community-created extraction patterns without complex scraping code.

Provides direct access to Spain's State Meteorological Agency (AEMET) data for querying historical climate data, monthly summaries, and beach conditions across Spanish weather stations.

Provides conversational access to Palo Alto Networks Cortex Cloud platform documentation through web scraping and intelligent indexing with automatic caching, relevance scoring, and separate tools for general documentation versus API-specific content.

Provides real-time weather data from the Royal Netherlands Meteorological Institute (KNMI) by automatically finding the nearest weather station to any location in the Netherlands, delivering current measurements including temperature, humidity, wind speed, and more.

Integrates with the Zipic app for macOS to provide image compression and optimization capabilities through quickCompress and advancedCompress tools, enabling efficient image processing with customizable settings.