Discover Awesome MCP Servers

coreason_multi_agent_debate

Dynamic multi-agent debate MCP server for structured argumentation and reasoning among AI agents.

PDF RAG MCP Server

A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.

Forest Fire Visualization MCP Server

Um servidor MCP baseado em Python que coleta, analisa e visualiza dados de ocorrência de incêndios florestais em mapas, permitindo que os usuários acessem informações regionais sobre incêndios, análises de risco e visualizações de mapas.

mifid-ii-ai-mcp

Enables algorithmic trading compliance with MiFID II Article 17, providing tools for strategy classification, RTS 6 testing, and best execution audits. Also supports EU AI Act compliance.

スマレジMCPサーバー

Enables LLMs to generate code for interacting with the Smaregi platform API by providing API usage documentation, but does not call the actual API.

sonarqube-mcp

MCP server that exposes SonarQube data as AI agent tools, enabling project discovery, quality gates, measures, issues, hotspots, rule explanations, source code, and raw API access.

Mimir

Enables AI agents to have persistent memory by storing facts and transcripts as markdown files in an Obsidian vault, allowing manual editing and immediate effect without sync.

Family MCP Server

MCP server for TheDaninFamily database with tools to query family events and dates.

ElevenLabs Streaming MCP Server

Enables streaming text-to-speech generation using ElevenLabs with real-time audio playback and voice listing.

MCPFlux

AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) including context-aware image editing, async task management, and built-in model guide.

MCP Integration Bridge

An MCP server that connects any two systems so an agent can explore both, map between them, and run real data transfers — then shows its working in a run folder you can audit afterwards.

Elite MCP

Enables AI agents to read and write workout, food, cardio, and body-weight data on a self-hosted Elite fitness-tracker instance through the Model Context Protocol.

S3 MCP Server

Enables interaction with AWS S3 through MCP, supporting bucket and object management, lifecycle configurations, tagging, policies, CORS settings, presigned URLs, and file uploads/downloads.

whatsapp-mcp-skill

Enables Claude Code to interact with WhatsApp, allowing reading messages, sending messages, and daily summaries using a local WhatsApp Web session.

MCP-Scan: An MCP Security Scanner

A security scanning tool for MCP servers

Chat Context MCP

Enables AI to automatically search, retrieve, and organize your Cursor chat history across sessions. Supports tagging, nicknames, project-scoped search, and full-text search to maintain context between conversations.

Packager-MCP

Transforms AI assistants into expert Windows application packaging assistants for Microsoft Intune, enabling automated creation of deployment packages with PowerShell App Deployment Toolkit (PSADT) scripts, silent install arguments, and detection rules.

plurk-mcp

A secure Model Context Protocol server for interacting with Plurk, allowing agents to read account context, post updates, and manage replies. It includes built-in safety guardrails such as daily post limits and reply cooldowns to ensure controlled execution.

spec-builder-mcp

An MCP server that helps AI assistants plan and document software features using a structured Software Design Document (SDD) approach, storing documents locally under .docs/features/.

OTP AI MCP

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

Project Portfolio Guide MCP Server

A Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.

mcp-okx

Provides tools to query OKX cryptocurrency exchange data including instruments, tickers, candles, funding rates, and mark prices via MCP.

living-memory-engine

A persistent world your agents share across sessions and models. MCP memory server with semantic memory retrieval, cross-agent handoff, a hosted remote endpoint with OAuth, a free 24-hour room, and an open-source local stdio server.

Agentforce MCP Server

Este servidor MCP fornece ferramentas para interagir com a API Agentforce da Salesforce, permitindo autenticação, criação de sessão e troca de mensagens com agentes da Salesforce.

DataJud (CNJ)

Enables querying public Brazilian court proceedings metadata and movements via the CNJ/DataJud API, covering multiple courts.

Google Analytics MCP Server

Official Google Analytics MCP Server

Structural Biology MCP Server

Enables interaction with the RCSB Protein Data Bank to search, analyze, and visualize protein structures. It provides specialized tools for downloading coordinate files and performing structural modifications like residue mutations and metal atom replacements.

Xmind Generator MCP Server (Unofficial)

A Model Context Protocol (MCP) server for generating Xmind mind maps.

chrome-devtools-mcp-fork

Enables debugging of web applications by connecting Claude to Chrome's developer tools through MCP, allowing network monitoring, console inspection, and performance analysis via natural language.

contest-mcp

Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, including automatic logging, dupe checking, and band/mode management.