Discover Awesome MCP Servers

open-meteo-mcp

An MCP server that provides weather forecasts and current conditions for any city via the free Open-Meteo API, with no API key or account required.

ncloud-gov-mcp-server

MCP server for managing Naver Cloud Platform Government Cloud infrastructure via natural language. Provides ~877 tools across compute, network, database, storage, security, and other services.

Estimaite MCP Server

Enables AI agents to perform construction takeoff and estimating from drawing PDFs, including upload, scale calibration, trade-based takeoff, pricing, and proposal export.

semantic-memory

Persistent memory with semantic search for Claude and MCP-compatible clients, storing context that survives conversations and can be retrieved intelligently.

Domotz MCP Server

Enables Claude to query and manage Domotz network monitoring through 133 API actions, covering collectors, devices, alerts, and configuration.

MongoDB MCP

Feature-rich MCP server for MongoDB with multi-connection support, enabling users to interact with multiple MongoDB clusters simultaneously, perform CRUD operations, run aggregations, diagnostics, and more, all through natural language.

trilium-mcp

MCP server for connecting ChatGPT Web to a TriliumNext knowledge base, enabling search, read, create, edit, rename, and move operations through the Trilium ETAPI.

MCP Servers

Coleção de servidores e serviços MCP (Plataforma de Composição de Modelos)

Dotloop MCP

Read-only MCP server for Dotloop that exposes safe read tools for accounts, profiles, loops, folders, documents, participants, tasks, activity, and templates.

workspace-agent-relay-mcp

A local relay and dashboard that enables ChatGPT Workspace Agents to stream real-time updates—plan, progress, tool calls, and results—back to the user's machine via MCP and SSE.

LocalKeep MCP Server

Enables Claude to query user-curated, dated memory entries stored locally, giving users direct control over what the AI remembers about them.

StockPrice

MCP server that retrieves real-time stock price information from Yahoo Finance using the yahoo-finance2 API, supporting US and Japanese tickers.

Agno MCP Search

An MCP server that exposes an Agno agent with Google Gemini reasoning and Serper web search, enabling MCP-compatible clients like Claude Desktop to perform agent-driven web searches and receive synthesized answers.

work-assistant

Enables AI agents to search and read a local, provider-independent email archive, reconstruct contacts and interactions, and prepare draft responses without sending anything.

LiveTap

LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.

image-delta-mcp

Enables comparing container image versions to see package and CVE changes, including shedding/introductions, and comparing Chainguard images to upstream.

semanticscholar-mcp-server

An MCP server that provides access to Semantic Scholar's academic graph, recommendations, and datasets APIs, enabling paper search, citation analysis, author lookups, and dataset discovery through 20+ tools.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

Jina MCP Server

A lightweight MCP server that exposes the web_reader tool via r.jina.ai for reading web content.

site-sense

coding cli claude code/github copilot will be able to see context of browser/open tab instead of copying back and forth

Claude Memory Server

Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.

muninn-local-mcp

A local-first MCP server providing persistent, project-scoped and global memory for AI agents using ChromaDB and Ollama embeddings, fully offline.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

AuroraDocs MCP Server

Enables local MCP clients to interact with an AuroraCloud workspace, supporting object listing, content reading, search, and task management through authenticated API calls.

jira-mcp

Enables issue search, creation, updates, comments, status transitions, and project listing in Jira, purpose-built for security incident management and SOC workflows.

Airlock MCP

Enables AI agents to install and bootstrap projects using Airlock Smith, a guided spec-building workflow.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground through a remote endpoint.

video-toolkit-mcp

A Model Context Protocol (MCP) server that provides comprehensive video tools: transcript retrieval, video downloading, and automatic subtitle generation using AI speech-to-text. Works with YouTube, Bilibili, Vimeo, and any platform supported by yt-dlp.

University Course Catalog MCP Server

Provides LLM assistants with course search, prerequisite lookup, instructor information, and prerequisite graph tools backed by a SQLite database, enabling AI-powered academic advising.