Discover Awesome MCP Servers

Get Notes MCP Server

Integrates with Get Notes API to search and retrieve knowledge from configured knowledge bases with AI-powered synthesis and raw recall capabilities.

mcp-altair-studio

MCP server that enables Claude to control Altair AI Studio for data mining and machine learning tasks, including data import, cleaning, transformation, model training, clustering, association rules, and executing saved processes.

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

AEGIS Governance

Quantitative governance gate for AI agents. Six gates (risk, profit, novelty, complexity, quality, utility) return PROCEED/PAUSE/HALT/ESCALATE with confidence scores and hash-chained, tamper-evident audit trails. Generates NIST AI RMF and EU AI Act Annex IV artifacts. 10 MCP tools; local stdio and hosted Streamable HTTP with a free tier.

Yandex Direct MCP Server

MCP server for Yandex Direct, Yandex Metrika, and Wordstat with 120 tools to manage contextual advertising from AI assistants.

ONLYOFFICE DocSpace MCP Server

Connects AI agents to ONLYOFFICE DocSpace, enabling them to manage rooms, collaborate on files, and handle permissions via natural language. It supports multiple transport protocols and authentication methods to facilitate document workflow automation.

Spotify MCP Server

Spotify の再生を制御するためのメディア制御プロトコルサーバー

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Smartlead MCP Server

Smartlead MCP server.

Proxmox MCP Server

Enables interaction with Proxmox VE for managing VMs, containers, storage, and cluster resources via natural language through the Model Context Protocol.

fireMCP (Braze Write Server)

A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.

Superprecio MCP Server

Enables AI assistants to search products, compare prices, and find the best deals across multiple supermarkets in Argentina through Superprecio's price comparison API. Transforms Claude into an expert shopping assistant for Latin American grocery shopping.

MCP Spring DB Tools

Enables database schema querying and execution plan analysis for Spring Boot projects. Supports multiple databases including MySQL, PostgreSQL, MSSQL, and SQLite.

lilo-vacation-rentals

The only MCP server with AI guest risk scoring and extortion detection. Search properties, book instantly, protect hosts. 41 tools across 5 layers. Instant API key, 10 free credits.

Discord MCP Server

Enables interaction with Discord channels through a bot, allowing users to send messages and files, retrieve messages with advanced filtering, and download attachments of any type.

PostgREST

This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers.

MCP-Studio

A collection of MCP servers that provide mathematical operations and weather information tools, enabling AI models to perform calculations and access weather data through a standardized interface.

AllRatesToday MCP Server

Real-time currency exchange rates for 160+ currencies from Reuters/Refinitiv. 4 tools, stdio transport.

mcp-0ne

A standalone MCP gateway that multiplexes multiple backend MCP servers behind a single endpoint, supporting both HTTP and stdio transports. It allows users to dynamically manage backends at runtime and organizes tools using a configurable namespace prefix.

OpenAI MCP Example

このプロジェクトは、MCPプロトコルをOpenAIで使用する方法を紹介します。MCPサーバーとクライアントを介してOpenAIのAPIとシームレスにやり取りするための簡単な例を提供します。

arcgis-pflugerville

Access City of Pflugerville geospatial open data (parcels, zoning, utilities) via ArcGIS Feature Services with search, query, and schema introspection tools.

Focus Coach MCP

A Model Context Protocol server providing tools for focus assessment, study and deep work planning, digital detox, and comparison of focus methods to improve productivity and reduce distraction.

AutoLearn MCP Server

An MCP server that enables AI agents to dynamically create and reuse executable skills (Python functions) from natural language descriptions, with automatic skill crystallization and real-time MCP spec updates.

Memory Vault

MCP server providing persistent memory for AI applications, enabling Claude to store and recall memories with hybrid search and knowledge graph.

fatestar-ziwei

Provides free hosted Zi Wei Dou Shu (Purple Star Astrology) natal charts and six-level transits as MCP tools, enabling AI agents to compute charts and transits through natural language.

QR Code Generator MCP

Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

OmniFocus MCP Server

ClaudeのOmniFocus連携：LLMがModel Context Protocolを通じてあなたのタスクと連携します。自然言語コマンドでOmniFocusデータベースの追加、整理、クエリが可能です。

OpenProject MCP Server

A comprehensive MCP server for integrating with OpenProject API, enabling AI assistants to manage projects, work packages, time tracking, and users.