Discover Awesome MCP Servers

memgate

Access control, conflict resolution, and audit for shared agent memory. Policy-gated memory tools over Postgres + pgvector, exposed via MCP.

hive-exp

An MCP server enabling AI agents to record, query, and share structured problem-solving experiences with human review and confidence decay.

ChatRPG

A lightweight ChatGPT app that converts your LLM into a Dungeon Master!

gemini-image-mcp

Enables Claude Code to generate and edit images using Google's Gemini and Imagen models on Vertex AI, with support for multiple models, aspect ratios, and image fusion.

FastMCP Demo Server

A production-ready MCP server that provides hackathon resources and reusable starter prompts. Built with FastMCP framework and includes comprehensive deployment options for development and production environments.

mcp-units

MCP server for converting cooking measurements (volume, weight, temperature) between common units like ml, cup, g, oz, and Celsius/Fahrenheit.

MCP Document Indexer

Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.

PostgreSQL MCP Server

Enables LLMs to interact deeply with PostgreSQL databases—query data, manage schema, analyze performance, and administer the database.

Enterprise Template Generator

Enables generation of enterprise-grade software templates with built-in GDPR/Swedish compliance validation, workflow automation for platform migrations, and comprehensive template management through domain-driven design principles.

oaid-mcp

Enables AI agents to securely use Open Agent ID credentials for signing requests, looking up agent data, and exchanging encrypted messages. It performs all cryptographic operations within the server process to ensure private keys are never exposed to the AI agent.

@theyahia/voximplant-mcp

MCP server for Voximplant API enabling calls, SMS, recordings, scenarios, and rules management with 11 tools and 2 skills.

MarkdownMCP

Live markdown preview for LLM agents. Call a single tool to watch a markdown file and it opens a browser UI that streams rendered updates, changes, and history.

Task API MCP

Enables AI clients to create and manage tasks via a local REST API by converting natural language into HTTP requests through the Model Context Protocol.

Bocha Search MCP

AIに特化した検索エンジン。AIアプリケーションが、天気、ニュース、百科事典、医療情報、列車のチケット、画像など、様々な分野にわたる数十億のウェブページやエコシステムコンテンツソースから、質の高い知識にアクセスできるようにする。

SEOforGPT MCP Server

Enables AI-driven brand visibility monitoring and SEO project management via the SEOforGPT API. Users can execute brand visibility checks, list projects, and retrieve detailed visibility reports through natural language interactions.

Pub.dev MCP Server

Enables AI assistants to search, analyze, and retrieve detailed information about Dart and Flutter packages from pub.dev. Supports package discovery, version management, dependency analysis, and documentation access.

one-roof

Unified UK property search across major portals with deduplication and open-data enrichment, enabling natural-language queries for listings, sold prices, EPC, crime, schools, and market stats.

GitHub MCP Server

Enables users to interact with GitHub via natural language requests, executing API calls and returning structured responses.

Obsidian MCP Server

Enables MCP clients to interact with Obsidian vaults via filesystem operations and optional REST API integration for advanced UI commands. It features multi-vault auto-discovery, concurrent-safe file handling, and comprehensive tools for searching, reading, and managing vault content.

Build

TypeScript SDK を使用して異なる MCP サーバーを作成する方法についてですね。 より具体的な情報を提供するために、いくつか質問させてください。 * **どの MCP (Mesh Configuration Protocol) サーバーを指していますか？** Envoy の MCP サーバー、Istio の MCP サーバー、または別のものを指していますか？ * **どのような種類の MCP サーバーを作成したいですか？** 例えば、静的な設定を提供するサーバー、動的な設定を提供するサーバー、または特定のカスタム設定を提供するサーバーなど、具体的な要件はありますか？ * **どのような TypeScript SDK を使用していますか？** 特定のライブラリやフレームワークを使用していますか？ これらの情報に基づいて、より具体的な手順やコード例を提供できます。 一般的なアプローチとしては、以下の手順が考えられます。 1. **必要なライブラリのインストール:** gRPC や Protocol Buffers などの必要なライブラリをインストールします。 2. **Protocol Buffers (protobuf) の定義:** MCP のメッセージ形式を定義する `.proto` ファイルを作成します。 3. **protobuf から TypeScript コードの生成:** `protobuf.js` などのツールを使用して、`.proto` ファイルから TypeScript コードを生成します。 4. **gRPC サーバーの実装:** 生成された TypeScript コードを使用して、gRPC サーバーを実装します。 5. **設定データの提供:** MCP クライアントからのリクエストに応じて、適切な設定データを返します。 例えば、Envoy の MCP サーバーを作成する場合、Envoy の公式ドキュメントやサンプルコードが参考になるでしょう。 より具体的な情報を提供していただければ、より的確な回答をすることができます。

Iris MCP Server

A multi-backend gateway that enables access to various services like Google Drive and Notion through a single MCP connector. It currently provides comprehensive Google Drive integration for reading, writing, and managing files and folders.

Prompt Bookmarks

Enables users to organize, search, and manage a shared library of prompts across AI tools via the Model Context Protocol. It supports hierarchical folder organization, tagging, and template variable substitution for dynamic prompt generation.

Android Puppeteer

Enables AI agents to interact with Android devices through visual UI element detection and automated interactions. Provides comprehensive Android automation capabilities including touch gestures, text input, screenshots, and video recording via uiautomator2.

au-weather-mcp

Provides access to Australian weather data from the Bureau of Meteorology, enabling location search, forecasts, and current observations.

Hono MCP Sample Server

A sample Model Context Protocol server built with Hono framework that provides weather and news resources, calculator and string reversal tools, and code review prompt templates.

MCP Aseps

A modular MCP server suite that provides core tools, long-term memory, knowledge RAG, skills registry, and external integrations for AI agents.

MCP Vaultwarden Server

Enables AI agents and automation scripts to securely interact with self-hosted Vaultwarden instances through the Bitwarden CLI, automatically managing vault sessions and providing tools to read, create, update, and delete secrets programmatically.

tokencast

Pre-execution cost estimation for LLM agent workflows, providing cost estimates before running tasks and improving accuracy over time through calibration.

wheelfor-mcp

Create, spin, and manage shareable decision wheels on wheelfor.com. Supports creating wheels from any list of options, spinning for a random result, and getting a permanent shareable URL — no account required.