Discover Awesome MCP Servers

dcc-mcp-blender

Enables AI clients to control Blender's 3D workflow via an embedded MCP server.

BugForge

AI-powered QA defect reporting MCP server that generates Jira-ready defect reports with business context, reproduction steps, and priority from test scenarios and error details.

foodnear-me

MCP server for AI-native restaurant discovery with three-tier search (verified, menu_indexed, discovered), Menu Protocol menus, and structured menu validation.

Flutter Analysis Engine (MCP)

Local-first MCP server providing deterministic Flutter/Dart static analysis, knowledge search, and project review with structured insights and confidence-based findings over an indexed SQLite store of official repositories.

Security Infrastructure MCP Server

A comprehensive implementation of Model Context Protocol servers enabling natural language interactions with security platforms including Splunk SIEM, CrowdStrike EDR, and Microsoft MISP for threat intelligence querying and analysis.

agent-memory

Provides a local markdown-based memory system for coding agents through MCP, enabling search, add, register, inventory, sync, and ingest operations across user and project memory. It gives any agent tool a durable, provider-agnostic shared memory stored in folders you own.

borsdata-mcp-server

MCP server that exposes the Borsdata financial data API as tools and resources for Claude, covering Nordic and Global stocks, financial reports, KPIs, stock prices, holdings, and calendars.

OHMS

Exposes Shopify order and inventory management tools via MCP, allowing agents to fetch, update, and print orders without exposing raw Shopify credentials.

MCP 学习项目⚡

Aprendizagem individual de MCP

Jokes MCP Server

A Model Context Protocol server that delivers jokes on demand, supporting different joke categories like Chuck Norris jokes and Dad jokes through Microsoft Copilot Studio and GitHub Copilot.

MCP Server for Spotify

Um servidor MCP do Spotify

webpilot

A semantic terminal browser that renders web pages as structured numbered elements for LLM agents via MCP, enabling agents to navigate, interact, and extract data from any website.

Cloudinary Asset Management MCP Server

Enables AI assistants to manage Cloudinary media assets, including uploading, searching, transforming, and organizing images and videos through natural language.

rpn-mcp

An MCP server that provides tools for evaluating Reverse Polish Notation (RPN) expressions and managing a calculator stack. It supports standard arithmetic operators along with stack operations like duplicate, swap, and clear.

MCPHub

Solução de Protocolo de Contexto de Modelo Incorporável (MCP) para serviços de IA. Integre perfeitamente servidores MCP com os frameworks OpenAI Agents, LangChain e Autogen através de uma interface unificada. Simplifica a configuração, a instalação e o gerenciamento de ferramentas MCP em diferentes aplicações de IA.

openalex-mcp

MCP server for the OpenAlex scholarly graph API, enabling searches for authors, works, institutions, sources, and citation data. Supports optional query logging with hash-chained receipts.

powerbi-mcpb

MCP Bundle for local Power BI report files, enabling scanning, reading, and extracting model tables from .pbix, .pbip, and .pbit files without any cloud API or authentication.

modelroute

Enables AI agents to scan code for TODO, FIXME, XXX issues via MCP, providing prioritized findings in table, JSON, or SARIF format.

Scanpy MCP server

Servidor MCP para Scanpy

mcp-apple-notes

MCP server for Apple Notes with semantic search (on-device embeddings via all-MiniLM-L6-v2), full-text search, complete CRUD operations, folder management, and fuzzy title matching. 10 tools. Runs fully locally on macOS — no API keys required.

miot-mcp

A productized MCP server for Xiaomi Mi Home (米家) that provides natural-language-oriented device discovery and control across homes, rooms, devices, and scenes, while hiding low-level protocol details like did/siid/piid. It supports QR login, structured tooling for status, brightness, temperature, scenes, and speaker announcements, plus standard MCP resources.

mcp-md-pdf

Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templates for branded styling and batch conversion.

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

Roblox-MCP-proxy

Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication.

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

ashare-mcp

Production-grade MCP server for Chinese A-share market data, offering 30 tools including real-time quotes, K-lines, fund flows, and financial reports, with stdio and HTTP transport support.

Légifrance MCP Server

Enables querying French legal codes (e.g., Code civil) to retrieve specific articles via the Légifrance API.

mekka

A compact backend platform exposing a scoped MCP server for agents, with SQLite data plane, embedded Studio, auth, storage, and realtime. Default read-only agent access with opt-in read-write mutations via isolated preview branches and exact-SQL approval before production promotion.

SeedreamMCP

ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.