Discover Awesome MCP Servers

mcp-freecad

Dự án này cung cấp một tích hợp mạnh mẽ giữa các trợ lý AI và phần mềm CAD FreeCAD bằng cách sử dụng Giao thức Ngữ cảnh Mô hình (MCP). Nó cho phép các ứng dụng bên ngoài tương tác với FreeCAD thông qua một giao diện tiêu chuẩn hóa, cung cấp nhiều phương pháp kết nối và các công cụ chuyên dụng.

Pulseq MCP Expert Server

An AI-powered server that helps users understand Pulseq code and MRI physics principles through natural language interactions.

Specter MCP

Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.

MCP PR Workflow Server

Streamlines GitHub PR workflows, monitors CI/CD, and sends Slack notifications. Provides tools for PR analysis, CI monitoring, and follow-up tasks.

QTM4J MCP Server

An MCP server that exposes the QMetry Test Management for Jira Cloud REST API as tools for MCP-compatible clients. It enables users to manage test cases, test cycles, test executions, test plans, folders, and automation rules through natural language interactions.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems, providing comprehensive access to issues, projects, time tracking, users, and wiki pages through natural language commands.

LocalREPL MCP Server

A locally-running Python REPL server that integrates with Claude Desktop through the Model Context Protocol, offering shell bridge, streaming, and operational memory features for secure code experimentation and system automation.

tex-mcp-web

MCP server for agentic-first PDF review of LaTeX papers, enabling commenting, compiling, and visual inspection via Claude Code.

code-rag

A semantic code search MCP server that enables natural language queries against your codebase, supporting features like related file discovery and context expansion, all running locally.

uploop-vided MCP Server

AI-native video composition and VFX engine that exposes its capabilities as MCP tools, enabling AI agents to act as directors and create videos programmatically.

@vanwida/haul-mcp

MCP server for the HAUL API marketplace, enabling email and phone verification, credit balance checks, and top-ups.

Repo Analyzer MCP Server

Một máy chủ MCP phân tích các kho lưu trữ Git và cung cấp hướng dẫn tạo Dockerfile, chạy cục bộ bằng cách sử dụng giao thức truyền tải stdio.

YouTube Lecture Notes MCP

Automatically extracts subtitles, captures screenshots at specified timestamps, and generates structured Obsidian markdown notes from YouTube videos using Claude AI.

fdx-mcp-server

Enables reading and writing local files via MCP, supporting Bun, Deno, or Node.js runtimes.

Doubao MCP Agent

A local skill assistant based on the Model Context Protocol that integrates with the Volcengine Doubao API to provide tools like calculators and weather queries. It features a Web interface and a modular architecture that allows developers to easily register and deploy custom local AI skills.

Convertway WhatsApp MCP Server

Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with tools for template management, delivery status, and conversation logging.

Caplets

A progressive-disclosure gateway for MCP servers that keeps tool lists small by exposing one top-level tool per server, allowing agents to search, list, inspect, and call underlying tools within a selected domain.

onboard-os

AI onboarding OS for startups providing handbook Q&A with citations, Day‑1/Week‑1 checklists, and readiness tracking via MCP tools.

kc_modbus_mcp

MCP server for Modbus TCP devices that enables AI agents to read/write PLC registers by name using YAML device profiles, with a built-in simulator.

Shioaji MCP Server

An MCP server that provides standardized access to the SinoPac Securities Shioaji trading API for market data retrieval and order management. It enables users to search contracts, access real-time market snapshots, and manage trading accounts through a secure, model-compatible interface.

MCP-Odoo

A Model Context Protocol server that bridges Odoo ERP systems with AI agents, enabling them to access and manipulate partner information, accounting data, invoices, and perform financial reconciliation through a standardized interface.

Service Desk Plus MCP Server

Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRUD operations on service desk entities, including request management, technician management, and email communication.

Marketing Automation MCP Server

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

MCP-Prototype

Enables AI to create interactive HTML-based software prototypes with navigation, markers, and annotations. Provides a complete prototyping environment without requiring tools like Figma or Axure.

MyAIGist MCP

A local document intelligence and knowledge management server for Claude Desktop that provides RAG-powered Q\&A, media transcription, and URL crawling. It features 11 tools for processing various file types and managing a persistent local vector store with zero infrastructure costs.

multiGmailMCP

Connects AI assistants to multiple Gmail accounts simultaneously, enabling search, read, draft, send, and reply operations with per-account permission controls.

Monzo MCP Server

Provides read-only access to Monzo banking accounts, balances, pots, and transactions with automatic OAuth token refresh and persistent local SQLite caching. Enables spending analysis with category breakdowns and transaction search across cached historical data beyond Monzo's 90-day access window.

Obsidian MCP Server

Enables Obsidian users to interact with various APIs through natural language by exposing Postman-generated MCP tools.

Maya MCP

A local Model Context Protocol server for controlling Autodesk Maya, providing typed tools for scene, modeling, animation, and more without Maya imports in the server process.

Solar Sathi MCP

Enables solar energy feasibility analysis and ROI calculation for Indian users, including irradiance lookup, system sizing, cost estimation, subsidy calculation, and environmental impact assessment.