Discover Awesome MCP Servers

Cortex MCP Server

Cortex MCP Server

Page Design Guide MCP

Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

Agentic CI/CD MCP Orchestrator

An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

mcp-compressor

A proxy server that wraps existing MCP servers to significantly reduce token consumption by compressing tool descriptions into a two-step interface. It enables users to integrate extensive toolsets without exceeding context limits or incurring high API costs.

@git-fabric/chat

An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memory sources into Claude conversations.

AkShare MCP Server

A financial data server that provides real-time and historical data for A-shares, Hong Kong, and US markets using the AkShare library. It enables users to query market quotes, fundamental information, and technical indicators through the Model Context Protocol.

@inscada/mcp-server

Enables AI assistants to interact with inSCADA systems via the Model Context Protocol, providing 39 tools for live data, alarms, scripts, historical analysis, charts, and more.

Wiki MCP Server

An MCP Server implementation that enables managing Confluence wiki pages through natural language queries, supporting operations like creating, updating, deleting, and searching pages across different knowledge bases.

OpenProject MCP Server

Enables AI assistants to manage OpenProject work packages, projects, and time tracking. It provides comprehensive tools for creating, updating, and querying tasks and project metadata through the OpenProject API.

Aseprite-MCP

Enables AI assistants to automate Aseprite tasks such as sprite sheet export, frame extraction, and Lua scripting for sprite manipulation.

Code Review Server

Espelho de

MCP Playwright Server

Enables AI assistants to control web browsers through Playwright automation, providing 50+ tools for navigation, interaction, testing, accessibility audits, and visual testing across Chromium, Firefox, and WebKit.

OpenCTI MCP Server

A Model Context Protocol server that connects AI assistants to OpenCTI threat intelligence platforms. It enables natural language interaction for searching threat intelligence, analyzing reports, managing indicators, and monitoring connectors.

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

Fastmail MCP Server

Enables AI assistants to interact with Fastmail email, contacts, and calendars through JMAP API, supporting operations like sending emails, managing attachments, searching conversations, and organizing events.

Perplexity MCP

Enables AI-powered web research using your existing Perplexity Pro subscription, providing tools for search, follow-up conversations, and thread management through the Model Context Protocol.

Stock Analysis MCP Server

Enables real-time stock market analysis through AKShare API integration. Supports retrieving live stock prices, historical data, technical indicators (MA, MACD, RSI), market sentiment analysis, stock search, and financial news.

AI Survey Creator MCP Server

MCP server for creating AI-moderated interviews and surveys, deployable with shareable links

MCP Server Development Framework

Aqui está uma tradução possível: **"Este é um framework de desenvolvimento genérico projetado especificamente para o desenvolvimento de servidores MCP de nível empresarial."** Outras opções, dependendo do contexto, poderiam ser: * "Este é um framework de desenvolvimento universal, criado para facilitar o desenvolvimento de servidores MCP corporativos." * "Trata-se de um framework de desenvolvimento de propósito geral, ideal para a criação de servidores MCP para empresas." A escolha da melhor tradução depende do quão formal você quer que a frase soe e qual aspecto você quer enfatizar.

AI Vision MCP Server

Espelho de

middleBrick

Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth bypass, BOLA/IDOR, data exposure, prompt injection, and 12+ security categories.

Willys MCP Server

An MCP server for Sweden's largest grocery chain Willys. Enables controlling your shopping cart, browsing orders, searching products, and getting AI-powered recommendations from any MCP client.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

millimap-mcp

Enables Claude Desktop to read and drive analyses on the active MilliMap session, including datasets, clusters, annotations, and markers.

Gemini MCP Server for Claude Code

Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

mcp-airflow

MCP server exposing Apache Airflow REST API operations as tools — list DAGs, inspect runs and task instances, trigger DAG runs, and check failed DAGs and scheduler health

AI Prompt Guide MCP

Orchestrates AI agents through structured markdown documents, enabling multi-agent workflows with automatic context injection and workflow management.

AlphaVantage MCP Server with Azure Functions

Uma demonstração para apresentar um servidor MCP com Azure Functions.

nmdc-mcp

A fastmcp-based tool for writing prompts against data in the NMDC database.