Discover Awesome MCP Servers

vibe-launch

Enables AI tools like Claude Code to deploy projects to multiple servers via SSH with zero installation on target machines. Supports server onboarding, project management, and one-click deployment through MCP tools.

personal-mail-mcp

A local MCP server that connects Codex to Microsoft Graph and Gmail for reading and managing personal mail and calendar accounts.

niscope-mcp

Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/5164/5110) through the Model Context Protocol, including waveform acquisition, measurement, and configuration.

WikiJS MCP Server

Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.

Arcane MCP

Enables AI assistants to manage Docker containers, images, volumes, networks, and compose projects through Arcane's API. Provides comprehensive tools for environment, container, image, volume, network, project, and system operations.

OpenSearch MCP Server

Enables LLMs to interact with OpenSearch clusters to monitor cluster health, manage indices, and perform data searches. It provides a standardized interface for real-time OpenSearch operations within MCP-compatible environments like Open WebUI.

eNSP Automation MCP

Generates eNSP network topologies, deploys Huawei VRP configurations, and provides verification plans for lab scenarios.

Seedream MCP Server

Wraps ByteDance Seedream text-to-image model as an MCP tool, enabling Claude to generate images from natural language prompts.

IBKR MCP Server

Provides an MCP server for Interactive Brokers trading operations, managing an IBKR Gateway Docker container and exposing trading functionality through REST API and MCP endpoints.

GitHub Integration Hub

Enables AI agents to interact with GitHub through OAuth-authenticated operations including starting authorization flows, listing repositories, and creating issues using stored access tokens.

notepm-mcp-server

An unofficial MCP server that enables AI assistants to search, read, create, and update pages in your NotePM workspace.

Spica MCP Server

MCP server that enables AI agents to interact with Spica servers, managing databases, serverless functions, storage, authentication, auditing, debugging, and version control.

MCP Unity Bridge Asset

Asset to be imported into Unity to host a WebSocket server for MCP Conmmunciation with LLMs

Elasticsearch MCP Server AI

Transforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.

MCP CSV Sales Analyzer

Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powered insights and recommendations using OpenAI.

hypernatt-terminal

BTC Decision Terminal for AI Agents — live vault-backed Hyperliquid signals, on-chain proof, cross-chain swap. MCP server hosted at https://hypernatt.com/mcp/protocol. 11 tools. Verify in real time.

ncbi-mcp

Servidor MCP del Centro Nacional de Información Biotecnológica del NIH

booking_chest

MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, event types, bookings, calendars, webhooks, and teams. Enables natural language control of Cal.com from Claude or any MCP-compatible client.

dbmcp

Enables querying PostgreSQL databases via MCP, with multi-database routing, credential isolation, and truncated results plus full CSV export.

mcp-email

Self-hosted MCP server for any IMAP/SMTP inbox. Multi-account in one config. Built for Claude Code.

MCP Neurolora

An intelligent MCP server that provides tools for code analysis using OpenAI API, code collection, and documentation generation.

OfficeRnD MCP Server

A read-only MCP server that connects AI assistants to the OfficeRnD coworking and flex-space management platform. It enables natural language queries for community members, space bookings, billing records, and office resources.

PDFSizeAnalyzer-MCP

Enables comprehensive PDF analysis and manipulation including page size analysis, chapter extraction, splitting, compression, merging, and conversion to images. Provides both MCP server interface for AI assistants and Streamlit web interface for direct user interaction.

llama-mcp-server

MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Claude for experimentation, testing, and cost-effective inference.

anthilll-inside

MCP server that reproduces SSE response-size hangs with Anthropic MCP clients by providing a configurable 'generate_lipsum' tool.

DashWebMCP

Enables AI agents to interact with Dash dashboards by exposing them as MCP servers via a WebSocket bridge, with automatic tool registration and human-in-the-loop confirmation.

Web Crawler MCP Server

An intelligent web crawling server that uses Cloudflare's headless browser to render dynamic pages and Workers AI to extract relevant links based on natural language queries. It enables AI assistants to search and filter website content while providing secure access through GitHub OAuth authentication.

Veris

Behavioral verification intelligence for AI coding agents. Reads a TypeScript or JavaScript repo, clusters functions into 25 semantic workflows (Authentication, Payments, Webhooks, Caching, Queue, and more), and emits concrete adversarial probes per workflow. 17 MCP tools, local SQLite state, zero cloud.

Advanced MCP Server

A comprehensive Model Context Protocol server providing capabilities for web scraping, data analysis, system monitoring, file operations, API integrations, and report generation.

agent-zoo

Enables injecting agent personas into Cursor conversations via MCP prompts.