Discover Awesome MCP Servers

MCPServer

에이전트 워크플로우를 활성화하기 위한 간단한 MCP 서버

Gmail MCP Server

Enables AI assistants to read unread Gmail messages and compose draft replies while maintaining thread continuity. It includes optional Notion integration to fetch and apply specific style guides for consistent professional communication.

dutch-property-context

Enables querying Dutch property context for an address, returning building, energy, neighborhood, environment, heritage, and school data from public registers, with explicit match verification and signals.

Genomefy MCP Server

Provides a local context-memory layer for AI assistants, enabling retrieval-augmented queries, explanations, feedback, and status checks via MCP tools.

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

design-doc-mcp

Turns real technical work from a Claude Code session into a saved, professional design doc with one slash command, no copy-pasting or signup required.

mcp-server-anki

Enables AI tools to manage Anki flashcards, including deck management, card search, creation, editing, deletion, and statistics.

BCRP MCP Server

Enables AI agents to access economic statistics from the Central Reserve Bank of Peru, including exchange rates, interest rates, and GDP, without requiring an API key.

armavita-quo-mcp

Local-first MCP server for Quo/OpenPhone automation across messaging, calls, contacts, users, phone numbers, and webhooks via a clean stdio tool surface.

Hashkey MCP Server

A Model Context Protocol server that provides onchain tools for AI applications to interact with the Hashkey Network, enabling cryptocurrency transfers, smart contract deployment, and blockchain interactions.

gh-attach

Enables AI applications to upload images and videos to GitHub issues, pull requests, and comments through the Model Context Protocol.

wardcat-mcp

MCP server providing on-prem PII detection and anonymization tools (scan and is_sensitive) for AI agents, ensuring data stays local.

Wolfram Language MCP

Enables mathematical computation via Wolfram Language/Mathematica integration, supporting calculations, equation solving, calculus, matrix operations, and symbolic mathematics.

nmlp-mcp

Hosted MCP server for antiquarian first-edition identification and New Mexico book-donation logistics. 12 tools over a CC-BY, DOI-cited dataset of 6,700+ titles and 870 publisher conventions.

mini-mcp-lab

A procurement scenario MCP server for testing whether pending work can resume after a service restart, comparing legacy and modern continuation. It uses SQLite for data persistence and demonstrates real MCP protocol messages.

vocametrix

Official MCP server for the Vocametrix voice analysis API. Gives AI assistants direct access to clinical voice metrics (AVQI, DSI, jitter/shimmer, CPP), pronunciation assessment, speech transcription, prosody similarity, and AI-powered therapy planning. More than 40 endpoints for SLPs, voice researchers, and healthtech developers.

nocturna-mcp

MCP server for Nocturna astrology APIs, providing 20 tools for natal charts, transits, synastry, progressions, returns, and chart image rendering.

design-review-mcp

Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.

Claude Bridge

Enables real-time cross-machine communication for Claude Code agents using a shared MCP relay server.

flyu-design

Enables AI assistants to directly view, understand, and modify local Sketch/Figma design files, including writing code, applying semantic edits, and exporting assets, all through a local MCP server without uploading data.

ResearchMCP

Enables LLMs to search arXiv, extract and analyze paper content, and build a personal semantically-searchable research library with saved papers and notes.

basic-mcp

A Model Context Protocol server that exposes tools and resources for fetching GitHub user profiles and weather data, with a React interface and clean architecture.

Motion MCP Server

Bridges Motion's AI-powered calendar and task management API with LLMs via the Model Context Protocol, enabling natural language management of tasks, projects, schedules, and more.

Fix Memory MCP

Local-first error memory for AI coding agents, enabling them to search past fixes before attempting new repairs and save verified cases as Markdown.

Exa Documentation MCP Server

Provides instant access to Exa's neural search API documentation, code examples, and integration guides through natural language queries, enabling faster development of search, news monitoring, and RAG applications.

ArduPilot MCP Server Sandbox

Enables natural language control of ArduPilot drones via MAVLink, supporting arm, takeoff, mode changes, and mission uploads.

gnews

Provides news search and trending headlines via GNews API with advanced query syntax and authentication.

prompts-mcp-server

Automatically generates and manages a prompts system for software projects, enabling persistent context for AI coding assistants through project scanning, requirement clarification, and module tracking.

OLEXI Australian Laws MCP Server

Enables AI agents to search AustLII (Australian Legal Information Institute) for real Australian legislation and case law. Provides citations with direct links for legal research and verification.

Gemini Thinking Server

Integrates Google's Gemini API to provide sequential analytical thinking and problem-solving capabilities with meta-commentary, confidence levels, branching thoughts, and session persistence for complex problems.