Discover Awesome MCP Servers

Indonesian Stock Analysis MCP Server

Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-time stock data, technical and fundamental analysis, and buy/sell recommendations.

AI Text Detection with DeBertaV3

ai-detect is a free AI text detector that runs entirely on your own hardware. It scores writing sentence by sentence using desklib/ai-text-detector-v1.01, a 304-million-parameter DeBERTa-v3-large model that ranks first on the RAID detection benchmark. No API key, no per-word pricing and no upload: after a one-off 1.7 GB model download it just works offline. by Houtini

MCP Server for CAD

Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

keepygaga

Enables AI agents to maintain a small, curated set of durable personal memories in local Markdown via eight explicit MCP tools, avoiding unselective recall and temporary state.

Scout MCP Server

Enables AI agents to interact with Scout Live platform capabilities through standardized MCP primitives, including tools for app management, deployment, and logging.

browseros-mcp

Standalone browser automation MCP server supporting both BrowserOS and standard Chrome. Enables 16 MCP tools for browser control including navigation, interaction, and content extraction.

Canvas MCP Server

Provides read-only access to Canvas LMS for students to retrieve courses, assignments, grades, files, discussions, and planner items. Includes optional NotebookLM integration for uploading course content to AI-powered study notebooks.

Trello MCP Server

Enables managing Trello boards, lists, cards, labels, checklists, members, and attachments through natural language via Claude Desktop.

PyTorch Documentation Search Tool

Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.

Hostaway MCP Server

Enables AI assistants to interact with Hostaway's property management platform through standardized MCP tools. Provides access to listings, bookings, guest communication, and availability checking for vacation rental management.

gemini-nano-banana-mcp

Enables generating images through Google's Gemini Nano Banana image models using a free Google AI Studio API key, with configurable prompts, models, aspect ratios, and output locations.

vmware-fusion-mcp-server

Enables AI assistants to manage VMware Fusion virtual machines on macOS using the vmrun CLI, including starting, stopping, and snapshot operations.

x64dbg MCP Server

Enables AI assistants to control the x64dbg debugger through natural language, providing tools for breakpoints, memory, disassembly, tracing, PE dumping, and anti-debug bypass, all locally via stdio.

smart-coding-mcp

A stateful MCP server that provides persistent memory, deterministic static analysis, and evolving conventions for AI coding assistants.

Mcp Server Aibd Devcontainer

VS Code DevContainers에서 AI 기반 개발을 가속화하는 MCP 서버.

mcp-remote-server

Copilot 통합을 위한 MCP 원격 컨텍스트 서버

Event Horizon MCP Server

Enables evolutionary solution generation and optimization using genetic algorithm principles, allowing LLMs to evolve solutions across multiple generations with consistency check evaluations and convergence detection.

workflowy-mcp

Lets humans, scripts, and AI agents safely read, search, organize, and edit a WorkFlowy account.

Atlas Cloud MCP Server (Image / Video / LLM APIs)

Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

Agent Output Guard MCP

Validates agent outputs in multi-agent systems to prevent coordination failures, with tools for schema verification, hallucination detection, and freshness checks, all with zero LLM cost.

DiagBridge MCP

Enables AI agents to diagnose Windows computer problems safely through a consent-first, read-only default remote diagnostics bridge.

iptorrents MCP Server

Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.

Oura MCP Server

Provides read-only access to Oura ring biometrics via the Oura API, enabling Claude to query daily summaries, sleep, readiness, stress, workouts, baselines, and heart rate data. Designed to complement a Strava connector for joint analysis of training and recovery.

Modular MCP Server with Python Tools

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

anythingmcp

Self-hosted source-available MCP gateway that turns REST, SOAP/WSDL, GraphQL, and SQL/NoSQL databases into MCP tools. Imports OpenAPI/Postman/WSDL/GraphQL specs and bridges multiple MCP servers behind one endpoint. Ships with 29 pre-built adapters and built-in OAuth2 + RBAC + audit log.

L4

Enables MCP clients to access and manage a personal markdown knowledge base stored in Cloudflare R2. Provides tools for listing, reading, writing, searching (full-text and semantic), and following backlinks between notes.

ica-mcp

Enables AI agents to read and edit ICA shopping lists in natural language, using an unofficial interface to ICA's private API.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Remote MCP Server Template (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Enables users to create and deploy their own tools accessible from Claude Desktop and AI Playground via SSE endpoints.

Email Send/Receive MCP Server

Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols with support for attachments, HTML content, and email validation.