Discover Awesome MCP Servers

folder-mcp

Enables LLMs to securely read, search, and analyze local file systems through the Model Context Protocol. Provides tools for listing files, pattern-based searching, and reading file contents with built-in security validation.

optivise

Optivise is an intelligent MCP tool that enhances AI-assisted Optimizely development. It analyzes developer prompts for Optimizely relevance and provides curated, contextual information to LLMs.

MCP Apps Example Gallery (fable candidate)

Hosts six official Model Context Protocol MCP Apps examples as remote Streamable HTTP MCP servers you can try by URL without cloning or local setup.

byerisk-mcp

MCP server that integrates ByeRisk's content compliance detection into AI assistants, enabling text, image, and video compliance checks with risk details and rewrite suggestions.

OpenZIM MCP Server

OpenZIM MCP Server

Spotify Streamable MCP Server

Enables control of Spotify through natural language by searching the catalog, managing playback and devices, controlling playlists, and managing saved songs. Includes OAuth authentication and streamable HTTP transport for remote connectivity.

PSX MCP Server

Provides 12 tools to scrape and access Pakistan Stock Exchange market data, including current prices, historical data, intraday, sector search, and volume analysis.

treesitter-mcp

An MCP server and CLI that uses Tree-sitter to parse and analyze code.

PlantUML MCP Server

Enables generating PlantUML diagrams directly from Claude Desktop, with tools to render, save, and obtain URLs or ASCII art.

PoseBusters MCP Server

Validates the physical and chemical plausibility of ligand–protein docking poses using the PoseBusters tool.

Pagar.me MCP Server

MCP server that integrates Pagar.me v5 and Shopify to provide financial insights such as receivables, cash flow, order data, reconciliation, and refunds through natural language queries.

Thoth MCP Server

Model Context Protocol (MCP) server for Thoth content creation platform. Enables AI assistants and tools to create and retrieve content through Thoth's API.

Portero

A self-hosted MCP gateway that aggregates multiple servers into a single endpoint with features for data anonymization and granular permission policies. It integrates a Telegram bot for real-time 2FA approvals of sensitive operations and secure remote access.

web-search-mcp

Provides free web search, content fetching, image search, and deep research via SearXNG, no API keys required.

mcp-eur-lex

Enables searching and quoting EU legislation with verifiable EUR-Lex citations, including GDPR, NIS2, DORA, and the EU AI Act.

tldraw-mcp-app

Provides a standalone MCP server for tldraw diagrams, enabling clients to create, edit, and persist multiple canvases over Streamable HTTP with semantic protocol v2.

Nina Advanced API MCP

A protocol server enabling AI agents to control astrophotography equipment through the N.I.N.A. (Nighttime Imaging 'N' Astronomy) software, allowing for natural language command processing of cameras, mounts, focusers, and other astronomy equipment.

Model Context Protocol (MCP) Server for VS Code

Model Context Protocol (MCP) サーバー実装のための Visual Studio Code 拡張機能

plaid-mcp

Enables AI assistants like Claude Code to query your bank balances and transactions through the Plaid CLI. It securely wraps Plaid CLI commands as MCP tools, keeping your credentials local.

MapNetwork MCP Server

Generate styled map images (PNG/SVG) for any location, with customizable color themes and walking/driving routes, directly from Claude or any MCP-compatible AI assistant.

TPC Server - Model Context Protocol (MCP) Implementation

Thoughts Plans Changelog は、AIエージェントとのコーディングのためのMCP準拠サーバーです。

@mithung/vunet-mcp-server

Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant observability platform integration. Query metrics, traces, logs, and data models from your Vunet tenants using natural language through AI assistants like Claude, GitHub Copilot, or any MCP-compatible client.

yt-gmail-mcp

MCP server for Gmail, Google Drive, and Google Calendar — search, read, send, and manage threads, files, and events.

AI Act Companion

An MCP server that provides tools for deterministic EU AI Act risk classification and documentation generation, enabling human-in-the-loop AI system assessments inside Claude Code.

automate-idea-to-social-mcp

Enables publishing content to multiple social media platforms (YouTube, Twitter, Facebook, Instagram, TikTok, Reddit, Blog) through automation agents, with task management and system validation.

claude-iac-mcp-server

Enables AI agents to query an approved Terraform module registry and generate compliant Azure infrastructure code. It provides tools for module discovery, scaffolding, and validation against organizational standards.

Dayze MCP

Hosted people and life-in-days knowledge API for AI agents, providing notable packs with day-of-life numbers, similar people, and birthday peers.

MathServer

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a Model Context Protocol server. Enables MCP-compatible clients like chatbots to perform calculations by sending structured math requests.

MCP Server with Combined Tools

Rust の MCP サーバー