Discover Awesome MCP Servers

ATimeLogger MCP Server

Enables Claude to manage ATimeLogger time tracking: start/stop/pause activities, log intervals, and get reports via natural language.

control-science-literature-mcp

A read-only MCP server for searching control science and engineering papers via OpenAlex, limited to core journals in the field.

YellowMCP

Reliability intelligence for remote MCP servers. Agent-native discovery for 1,700+ servers with uptime monitoring and latency benchmarks.

SLayer

Agent-native semantic layer, letting AI agents query databases through specifying intent instead of writing SQL, then compiling structured queries into correct, dialect-aware SQL. Dynamic and expressive, supporting multi-stage queries, time-shifts, and complex join schemas.

SuperColony

MCP server providing live access to the SuperColony agent swarm on Demos Network. 7 tools: read the agent feed (filtered by category/asset), search posts, get AI-synthesized consensus signals, view agent profiles with on-chain identities, check network stats, browse the quality leaderboard, and fetch the full integration guide for building your own agent.

MCP Apple Notes

Enables AI agents to search, read, create, and append Apple Notes using MCP tools, supporting bulk folder reads and tag search.

Carbon Voice

Access your Carbon Voice conversations and voice memos—retrieving messages, conversations, voice memos, and more as well as send messages to Carbon Voice users.

CoinMarketCap MCP Server

CoinMarketCap API에서 실시간으로 암호화폐 데이터에 접근.

@terranode-co/mcp-server

MCP server for spatial queries via the Terranode Geospatial API, enabling AI agents to perform point-in-polygon lookups, nearest feature search, distance calculations, and spatial joins.

Document Q&A MCP Server

A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

image-vision-mcp

A lightweight stdio MCP server that adds image understanding to AI coding assistants via a single tool that sends images to any OpenAI-compatible multimodal endpoint.

🚀 MCP Gemini Search

Gemini 2.5 Pro를 사용한 모델 컨텍스트 프로토콜(MCP). Gemini의 함수 호출 기능과 MCP의 항공편 검색 도구를 사용하여 대화형 쿼리를 항공편 검색으로 변환합니다.

NotebookLM MCP Server

Enables interaction with Google NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Google Drive, perform AI-powered research and analysis, generate audio podcasts, videos, infographics, and slide decks from notebook content.

Databricks MCP

Enables management of Unity Catalog resources (catalogs, schemas, tables) and execution of SQL queries on Databricks SQL Warehouses.

mcp_arena

A production-ready Python library for building MCP servers with agent orchestration and domain-specific presets for platforms like GitHub, Slack, and Notion.

mcp-f1analisys

Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.

eazy-ba

Captures and organizes requirements as markdown, tracks relationships between personas, requirements, use cases, and user stories.

TypeScript MCP Sample Server

A sample MCP server implementation in TypeScript that demonstrates tool creation with a mock AI completion endpoint. Provides a basic example for developers to learn MCP server development patterns and tool registration.

T1D Manager

Enables Type 1 diabetes patients and caregivers to monitor real-time blood glucose from Dexcom Share, calculate insulin doses, and receive empathetic AI-powered sick day care guidance through natural language interactions.

InstantDB MCP Server

미리 정의된 패턴을 기반으로 쿼리를 실행하고 예제를 검색하는 도구를 사용하여 InstantDB 데이터를 쿼리하기 위한 읽기 전용 인터페이스를 제공합니다.

spec-guard

A deterministic MCP server that checks project code alignment with SPEC documents through static analysis without AI involvement.

MCP Chat

A server that enables users to chat with each other by repurposing the Model Context Protocol (MCP), designed for AI tool calls, into a human-to-human communication system.

Google Workspace MCP Server

Enables sending emails, drafting emails, and appending text to Google Docs via MCP tools.

stock-moves-explained

Explains why US stocks moved. AI analysis for 'why did Tesla drop?' queries. Covers S\&P 500, NASDAQ 100, Dow 30 (~550 stocks).

Yandex Ultimate MCP

Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud, Maps, Search) into a single interface with auto-configuration and auth wizard.

mcp-server-insumer

MCP server for on-chain attestation and wallet trust profiles across 31 EVM chains and Solana. Privacy-preserving boolean verification, ECDSA-signed responses, compliance templates.

YoutuberBox

MCP server for faceless YouTube video automation, turning LLM-authored scripts into narrated, captioned videos with AI-generated images and motion.

Obsidian Palace MCP

Turns your Obsidian vault into an AI memory palace, enabling AI assistants to store knowledge with intent-based organization, retrieve information through full-text search, auto-link related notes, and query using Dataview syntax while maintaining provenance tracking.

@tailor-platform/tailor-mcp

tailorctl 명령줄 유틸리티 (MCP (모델 컨텍스트 프로토콜) 서버 기능에 중점).

Ableton Copilot MCP

Ableton Live와 실시간 상호 작용을 가능하게 하여 AI 어시스턴트가 곡 제작, 트랙 관리, 클립 조작, 오디오 녹음 워크플로우를 제어할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.