Discover Awesome MCP Servers

ComfyUI MCP Server

Enables AI agents to manage ComfyUI workflows using a human-readable Domain Specific Language (DSL), with automatic conversion to/from JSON format. Supports workflow creation, validation, execution, and monitoring through natural language interactions.

renderdoc-mcp

Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.

HistGradientBoostingClassifier MCP Server

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

D365 Finance & Operations MCP Server

Enables AI assistants to explore metadata, query data, and perform write operations across multiple Microsoft Dynamics 365 Finance & Operations environments. It features specialized tools for OData execution and data analysis with built-in read-only safety for production environments.

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.

ScrAPI MCP Server

봇 감지, CAPTCHA 또는 지리적 위치 제한으로 인해 접근하기 어려운 웹사이트의 웹 스크래핑을 가능하게 하고, 결과를 HTML 또는 Markdown 형식으로 반환하는 서버.

Mia-Platform Console MCP Server

미아 플랫폼 콘솔 MCP 서버

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline tests, job logs, and commit discussions with support for responding to comments.

Memara

Memara MCP Server provides persistent memory capabilities for Claude Desktop through Server-Sent Events transport. Store conversations, insights, and knowledge with semantic search. Transform Claude from stateless assistant to memory-enabled AI companion.

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Roblox Bridge MCP

Enables AI agents to interact with and control Roblox Studio instances in real-time through the Model Context Protocol. It provides a unified tool for building, scripting, and manipulating 3D worlds with over 90 operations including instance management and Luau scripting.

MongoDB MCP Server

A Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas, allowing users to perform database operations and manage Atlas resources through natural language.

Cozi MCP Server

Enables AI assistants to manage Cozi Family Organizer accounts, including creating and updating shopping/todo lists, managing calendar appointments, and accessing family member information.

HN-MCP

Enables browsing Hacker News, searching discussions, analyzing users, and tracking tech trends with zero setup required—no API keys or authentication needed.

Handwriting OCR MCP Server

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Jimeng MCP Server

A TypeScript-based Model Context Protocol server that integrates with Volcengine's Jimeng AI image generation service, allowing users to generate AI images through simple tool calls.

Slack Feedback MCP Server

Enables users to collect, search, and retrieve product feedback and full conversation threads directly from Slack channels. It supports filtering messages by specific stakeholders and time ranges to facilitate efficient feedback analysis.

Aviationstack MCP Server

An MCP server using the AviationStack API to fetch real-time flight data, including airline flights, airport schedules, future flights and aircraft types.

arXiv LaTeX MCP Server

Enables Claude and other MCP clients to access and process arXiv papers by fetching their LaTeX source code, providing accurate interpretation of mathematical equations and notations that PDF processing often struggles with.

WeatherMCP

An MCP server providing US National Weather Service data with tools to fetch weather alerts by state and forecasts by coordinates.

MCP Server for Cappt

A Model Context Protocol server that allows generating outlines and presentations with Cappt.cc, featuring tools to create structured presentations from user input.

REI Crypto MCP Server

FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence for crypto data retrieval without requiring users to manage individual API keys.

Oracle MCP Server

Enables consulting oracle AI models (Codex or Claude) for expert reasoning and analysis on complex problems, architectural decisions, and design tradeoffs through a unified CLI interface.

WebEvalAgent MCP Server

Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.

transcriptor-mcp

An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, Vimeo, Facebook, Bilibili, VK, Dailymotion. Whisper fallback — transcribes audio when subtitles are unavailable (local or OpenAI API). Works with Cursor and other MCP host

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

Swagger MCP

Automatically converts Swagger/OpenAPI specifications into MCP servers, enabling AI agents to interact with any REST API through natural language by exposing endpoints as AI-friendly tools.