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.

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.

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.

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.

Shopify Storefront MCP Server

Enables interaction with multiple Shopify stores simultaneously through the Storefront API. Supports product search, cart management, and store operations across configured Shopify stores through natural language.

PDF Processor MCP Server

A Model Context Protocol server that enables Claude to fetch, process, and extract information from PDF documents, including LaTeX mathematical equations.

researchSync

Enables retrieval of arXiv paper metadata and storage in a Notion database, allowing querying via MCP hosts like Claude Desktop.

QuickChart MCP Server

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io and Chart.js configurations, with options to generate chart URLs or download images locally.

logimu-shopping-mcp

Real Amazon (US, UK, DE, CA, AU) & Walmart shopping data for AI assistants: ranked product shortlists, current prices, live stock, real ratings, and price/BSR history from a 17M+ product warehouse. Free hosted endpoint, no signup — 30 queries a day.

seoul-air-quality-mcp

MCP server for querying Seoul's official air quality data, including real-time and hourly measurements by district. Enables AI assistants to answer questions about fine dust and air pollution using public data from Seoul Open Data Plaza.

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.

Automation Script Generator MCP Server

Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.

verify-gate-mcp

Enforces that tasks are created with criteria, claimed by one agent with evidence, and verified by a different agent, preventing self-verification and ensuring independent validation.

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

用于 VS Code DevContainers 中 AI 增强开发的 MCP 服务器。

mcp-remote-server

用于 Copilot 集成的 MCP 远程上下文服务器

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.

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.