Discover Awesome MCP Servers

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

memory-mcp

Enables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.

chelaile-mcp

MCP server for Chelaile realtime public transit data in China, including bus and metro arrivals, vehicle positions, nearby stops, timetables, and route planning. It runs locally over stdio with no login or account configuration required.

text-count-mcp-server

テキストカウント用のモデルコンテキストプロトコルサーバー

exocortex

Provides retrieval and graph tools for agents to search, backlink, and navigate a markdown-based knowledge vault, enabling hybrid search and serendipitous discovery.

MIDAS

Local-first AI agent for approval-gated automation and verifiable LLM workflows.

qrz-mcp

MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook queries through any MCP-compatible AI assistant.

Fitbit MCP

Local-first MCP server that connects AI agents to your Fitbit activity, sleep, heart-rate, HRV, SpO2 and weight data.

Office Word MCP Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversion, and rich text formatting through a standardized interface.

skim-mcp

Pay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.

Xano MCP Server for Smithery

Claude AIがXanoデータベースと連携するためのモデルコンテキストプロトコルサーバー。標準化されたインターフェースを通じて、包括的なデータベース操作、ファイル管理、リクエスト履歴追跡を提供します。

Inbound Email MCP Server

Enables AI assistants to interact with the Inbound Email API to manage domains, endpoints, and email communications. Users can send or schedule emails, manage webhooks, and retrieve email threads through natural language commands.

Excel MCP Server

Microsoft Excel をインストールせずに、Excelファイルの操作機能を提供し、ワークブックの作成、データ操作、書式設定、高度なExcel機能などを実現します。

desktop-touch-mcp

Windows desktop automation MCP server — screenshot, mouse, keyboard & UI Automation. Lets LLM agents see and control your Windows desktop directly.

Dynamics 365 MCP Server

Claude DesktopからMicrosoft Dynamics 365 CRMとの連携を可能にするModel Context Protocolサーバー。ユーザーは自然言語を通じてCRMデータの取得、作成、更新を行うことができます。

resume-scorer-mcp

MCP server that scores a structured resume against a deterministic 4-category engineering rubric, providing numeric scores, evidence, bonus points, deductions, and improvement areas without an LLM call.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Palaryn MCP Server

Governs AI agent HTTP requests with policy enforcement, security scanning, and audit logging via MCP.

Polybase MCP

A universal database adapter that enables read-only queries across PostgreSQL, Supabase, and MongoDB databases via the Model Context Protocol.

tshark-mcp

An MCP server that exposes TShark as tools for AI-assisted network packet analysis, supporting PCAP analysis, live capture, TLS decryption, and telecom/SS7 signaling protocols.

confluence-adf-mcp

An MCP server for reading and writing Confluence pages in native Atlassian Document Format (ADF), enabling precise edits at the document node level without loss of formatting.

hwprobe-mcp

Hardware probe MCP server that provides deep hardware inventory and live sensor telemetry for AI agents, including CPU, memory, disk, GPU, and sensor data across platforms.

bocha-mcp

MCP server for Bocha Search API, enabling web search and AI-powered search with customizable parameters like result count, freshness, and summaries.

Seedream MCP Server

Enables generating AI images using BytePlus Seedream models (4.5 and 5.0 Lite) via natural language, supporting text-to-image, reference-based editing, and sequential multi-panel sets.

agentmemo-mcp

Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.

MCP4Modal Sandbox

A Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.

Misc MCP Server

A collection of MCP servers that enable users to interact with AdGuard Home through natural language commands, allowing management of DNS records and filtering rules.

bitbank-lab-mcp

An MCP server that enables AI clients to analyze cryptocurrency market data from bitbank API, providing technical indicators, order book analysis, and chart visualization.