Discover Awesome MCP Servers

OCR MCP Service

Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

confluence-adf-mcp

An MCP server for reading and writing Confluence pages in native Atlassian Document Format (ADF), enabling precise edits at the document node level without loss of formatting.

WCAG Color Contrast MCP Server

Enables accurate WCAG color contrast checking and accessibility analysis by calculating actual contrast ratios between color pairs, checking compliance levels, and analyzing luminance values for web accessibility.

Google MCP Server

Enables to interact with Google Mail, Docs, Sheets, and Tasks through natural language.

didlogic_mcp

Una implementación de servidor del Protocolo de Contexto de Modelo (MCP) para la API de Didlogic. Este servidor permite que los Modelos de Lenguaje Grandes (LLM) interactúen con los servicios de Didlogic a través de una interfaz estandarizada.

Poly Pizza MCP

Enables searching, retrieving, and browsing thousands of free 3D models from Poly Pizza through natural language commands.

Backendless Console SDK MCP Server

Enables AI assistants to manage Backendless applications, including databases, users, files, and API services, through natural language commands, with support for OAuth2 authentication and hosted endpoints.

MCP LLMS-TXT Documentation Server

An open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.

tarot-mcp-server

Provides tarot card meanings, spreads (three-card, yes/no), and random draws for any MCP-compatible client.

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.

Dify Plugin Tools

Un plugin que permite a Dify conectarse a múltiples servidores MCP (Protocolo de Control de Modelos) utilizando HTTP con transporte de Eventos Enviados por el Servidor (Server-Sent Events), admitiendo configuraciones personalizadas para URLs, encabezados y tiempos de espera.

poranos-mcp-ainpc

Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conversation logs via natural language, including scenario versioning and audit logging.

ibge-data-mcp

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Ed Discussions MCP Server

Enables AI assistants to interact with Ed Discussions (EdStem) course discussions, manage threads, comments, and facilitate Q&A, with tools for analytics and read status control.

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

Telegram MCP Server

A comprehensive integration that allows AI models to interact with Telegram accounts for messaging, group management, and contact synchronization. It enables automated tasks like chat history analysis, message scheduling, and webhook-based responses through the Model Context Protocol.

Nessus MCP Server

Enables natural language interaction with Tenable Nessus for vulnerability scans, policy management, and report generation.

TabSplitAI

Splits AI coding workflows into plan, implement, review, and evaluate steps, routing each to a different AI subscription to manage costs and prevent budget overuse.

MCP-AI-Gateway

Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and local Ollama providers, with OpenAI-compatible APIs, MCP tools, fallback/racing router, monitoring, and web dashboard.

esp-component-registry-mcp

Servidor MCP para el Registro de Componentes ESP

local-code-intel-mcp

Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.

minecraft-developing-mcp

MCP server that helps AI agents inspect Minecraft project evidence (crash logs, mod files, datapacks) before writing development code.

code-review-mcp-server

An MCP server that provides senior-level code review, quality checks, security analysis, and refactoring suggestions directly in your editor.

QuantMCP

A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.

vigil-fraud-alert-mcp

Real-time fraud detection and AML compliance with 13 tools. PEP screening, sanctions checks, transaction monitoring, risk scoring for fintechs.

mcp-memory-server

A knowledge-graph-based persistent memory server for the Model Context Protocol, storing entities, observations, and relations in SQLite with semantic vector search and temporal versioning.

Amazon CloudWatch Logs MCP Server

Un servidor de Protocolo de Contexto de Modelo (MCP) que permite a los asistentes de IA interactuar con los registros de Amazon CloudWatch a través de una interfaz estandarizada utilizando el SDK de AWS.