Discover Awesome MCP Servers

mcp-adf

Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services, and runs through natural language.

Postgres MCP Server

Enables interaction with PostgreSQL databases through natural language commands. Supports schema exploration, table inspection, DDL generation, data preview, and safe SQL execution with built-in query limits.

ClickUp MCP Server

A self-hosted MCP server that enables AI agents to directly interact with your ClickUp workspace, including tasks, lists, folders, comments, time tracking, and more via 51 tools over SSE.

Engram

Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API key. Store and retrieve by meaning using native Vector Symbolic Architecture (NVSA) math over O_DIRECT NVMe mapping. Runs entirely on your machine via MCP.

Spreadsheet MCP Server

鏡 (Kagami)

Exnos

Live browser-state verification for AI coding agents. Provides real-time state of Chrome tabs including URL, title, form fields, buttons, console errors, and visible text via MCP tools.

Koleo MCP Server

An MCP server that provides access to the Koleo API for Polish train timetables, including station information, departures, and arrivals. It allows users to search for connections, view train routes, and access real-time timetable data and seat occupancy statistics.

PDP MCP Server

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

Tegro Wallet MCP

Provides read-only, real-time access to TON blockchain data including wallet balances, token holdings, transactions, prices, NFTs, DNS resolution, and address validation, without requiring private keys.

anima-use-google

MCP server that lets AI agents perform Google AI Mode searches using the user's own browser session, returning synthesized answers with citations.

MCP MITM Mem0

Intercepts Claude conversations via MITM proxy and stores them in Mem0, enabling Claude to search and recall past conversations, learn user preferences, and maintain context across sessions.

daraz-mcp

Enables searching Daraz.pk products with smart cheapest detection and category support using documented API patterns.

Mcp Memory Bank

大規模言語モデル（LLM）のための、強力で本番環境に対応可能なコンテキスト管理システムです。ChromaDBと最新の埋め込み技術を用いて構築されており、永続的でプロジェクト固有の記憶機能を提供し、AIの理解力と応答品質を向上させます。

agent-rooms

MCP server for real-time communication between Claude Code sessions via chat rooms.

formfill-mcp

FormFill MCP — AI-powered web form automation. Fill out any online form by describing what you want. Supports Stripe payments via x402 protocol.

xurprise MCP

Provides a multilingual, region-aware brand catalogue and click-through URL generation for MCP-compatible agents, enabling commerce recommendations with attribution tracking.

write-like-me-mcp

Enables Claude to write in your personal style by learning from your local documents. It provides statistical style context for natural language rewriting, all without any data leaving your machine.

clude-mcp

A self-hosted MCP server that gives AI agents persistent, searchable memory with importance scoring, knowledge graphs, and autonomous memory consolidation.

mp-oneclick-publisher

Converts Markdown documents into formatted WeChat Official Account draft articles with automatic image generation and styling.

Tasks.md MCP Server

Enables AI-native task management using plain markdown files to create, update, query, and organize Epics, Stories, Tasks, and Milestones without requiring a database.

scholar-search-mcp

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

Rytnow MCP Server

Enables AI assistants to interact with Rytnow project management platform, supporting task management, time tracking, plan creation, and team collaboration through natural language commands.

MCP Docker Hub Server

Enables interaction with Docker Hub through Claude to search images, get image details, list tags, analyze layers, and manage manifests. Provides secure credential storage with encrypted Docker Hub Personal Access Tokens in a MySQL database.

Japan Subsidy Search MCP

Real-time search of Japanese government subsidies and grants (official jGrants data): deadlines, amounts, eligibility, filterable by prefecture.

triage-desk-mcp

Provides policy-grounded triage of Trust & Safety reports via MCP, with tools for triage, policy search, and operational telemetry.

Zoom API MCP Server

Zoom API の全エンドポイントとのインタラクションを可能にする包括的なモデルコンテキストプロトコルサーバー。会議、ユーザー、ウェビナー、その他の Zoom リソースを管理するための、適切な検証と OAuth 2.0 認証を備えた構造化されたツールを提供します。

x-agent-mcp

Enables AI agents to interact with X (Twitter) through its private GraphQL API using session cookies, supporting tweets, replies, likes, retweets, searches, direct messages, and more. Provides 24 MCP tools for full account automation.

Yandex Wordstat MCP

MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables checking phrase frequency, similar queries, regional demand, and seasonality trends.

Atla MCP Server

Atla APIと連携するために、LLMが相互作用するための標準化されたインターフェースを提供するMCPサーバー実装。