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Understanding MCP Architecture: Single-Server vs Multi-Server Clients

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

Demonstração da arquitetura MCP com clientes de servidor único e multisservidor usando LangGraph, chamadas de ferramentas orientadas por IA e comunicação assíncrona.

Multi-Source Documentation MCP Server

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

Postman MCP Server

Postman MCP Server

An MCP server that exposes Postman API requests as tools, enabling natural language interaction with APIs via MCP-compatible clients.

1C Buddy

1C Buddy

MCP server providing tools for interacting with 1С:Напарник AI, including asking questions, syntax explanation, code review, and documentation search. Also serves as a web chat interface and OpenAI-compatible API gateway.

ssh-mcp-server

ssh-mcp-server

A structured SSH management service that exposes command execution, file transfer, background jobs, GPU monitoring, systemd operations, and port forwarding as MCP tools with strict security and explicit input schemas.

openroad-mcp

openroad-mcp

A Model Context Protocol (MCP) server that provides tools for interacting with OpenROAD and ORFS (OpenROAD Flow Scripts).

awardmath-mcp

awardmath-mcp

Enables AI assistants to connect to the AwardMath travel points optimizer, turning wallet balances and travel goals into up to three verified, explainable award-booking plans with exact transfer steps, required points, and fees.

MCP PostgreSQL Server

MCP PostgreSQL Server

File Finder MCP Server

File Finder MCP Server

Permite a busca de arquivos por fragmentos de nome via JSON-RPC ou uma API REST HTTP, com opções para uso direto ou integração com outras ferramentas como o VS Code.

Cloudflare Playwright MCP Example

Cloudflare Playwright MCP Example

Enables AI assistants to control a web browser via Playwright on Cloudflare Workers for automated tasks like navigation, clicking, typing, and taking screenshots. It integrates with platforms like Claude Desktop and GitHub Copilot to perform web automation through a standardized toolset.

dameng-mcp-server

dameng-mcp-server

Enables natural language interaction with Dameng databases, supporting read-only and audited read-write operations with schema introspection and SQL injection prevention.

cb-strategy-mcp

cb-strategy-mcp

An MCP server offering six strategies to filter and analyze Chinese convertible bonds, including dual-low, triple-low, YTM ranking, redemption monitoring, and revision analysis.

Flight Logger MCP

Flight Logger MCP

Flight Logger - MCP server providing AI-powered tools and automation by MEOK AI Labs

Mochi MCP Server

Mochi MCP Server

Enables querying MySQL/MariaDB databases by alias from Claude. Supports secure connections with aliases, tags, and automatic LIMIT, and requires confirmation for destructive commands.

The Stall

The Stall

x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global equities, crypto/DeFi, prediction markets, gov/legal, research, infra) settled in USDC on Base mainnet via the Coinbase CDP facilitator. No API keys or accounts — the x402 payment is the auth. Remote MCP at https://the-stall.intuitek.ai/mcp.

infra-diagnostics-mcp

infra-diagnostics-mcp

An MCP server providing infrastructure diagnostic tools including port checks, DNS lookups, log parsing, system health, and SSL certificate inspection.

mnemos

mnemos

MCP server providing persistent memory, semantic search, versioned storage, webhook fanout, and unified LLM routing for AI agents via FastAPI runtime with multiple backend options.

Certidão STM (Justiça Militar)

Certidão STM (Justiça Militar)

Emits a negative certificate from the Brazilian Superior Tribunal Militar (STM) based on name, CPF, date of birth, and mother's name. It is a read-only MCP server with one tool, hosted and paid per query.

LinkedIn MCP HTTP Server

LinkedIn MCP HTTP Server

MCP server for posting and managing LinkedIn content, supporting personal and company accounts. Deployed on Cloudflare Workers with token management via KV.

anonsec-mcp-server

anonsec-mcp-server

Provides anonymous email management through Firefox Relay, enabling sending, receiving, and OTP extraction while maintaining privacy and security.

QR Reader MCP Server

QR Reader MCP Server

Enables AI models to decode QR codes from images by providing tools that scan and enhance QR codes, returning content and image quality diagnostics. It bridges the gap between visual recognition and actual decoding, allowing models to read QR codes directly from screenshots or photos.

pywa-mcp-server

pywa-mcp-server

MCP server for the WhatsApp Cloud API via pywa. Auto-discovers ~100 tools — send messages, manage templates, flows, QR codes, media, and business profile.

google-sheets-mcp

google-sheets-mcp

MCP server to read and edit Google Sheets. It provides tools for managing spreadsheet data, formatting, and sheet operations, making it suitable for editorial calendars and task trackers.

Enterprise Knowledge MCP Server

Enterprise Knowledge MCP Server

Provides read-only, citation-backed semantic search and retrieval-augmented generation over enterprise documents via standardized MCP tools, with local embeddings for privacy.

waveform-MCP

waveform-MCP

An MCP server that gives an LLM agent control over Tracktion Waveform, enabling it to compose, mix, and render songs through natural language commands.

inboxvalid-mcp

inboxvalid-mcp

An MCP server that exposes a verify_email tool for checking email syntax, disposable domains, and MX records, returning a structured validity result.

Conflict-Check MCP

Conflict-Check MCP

Enables natural language conflict-of-interest checks, historical relationship analysis, and contract review using Verdantas project data and Deltek records.

Texas Holdem MCP Server

Texas Holdem MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que agentes de IA joguem jogos de pôquer Texas Hold'em através de uma interface de cliente MCP.

MCP Hello World Server

MCP Hello World Server

A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI as an MCP App resource, demonstrating the MCP App architecture.

MCP Exploration

MCP Exploration

A simple MCP server that provides a calculator tool for basic arithmetic operations.