Discover Awesome MCP Servers

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for workspace management, and seamless deployment to Databricks Apps.

PreClick MCP Server

A URL security scanner and MCP server that enables AI agents to analyze URLs for phishing, malware, and other threats before navigation, with optional intent alignment checks.

OpenUSPublicDataMCP

Enables access to high-value US public data sources via MCP, including federal agencies, state portals, and platforms like Socrata, ArcGIS, and CKAN, with tools for searching, querying, and geographic resolution.

Gerent365 MCP Server

Enables AI assistants to manage Gerent365 restaurant and business operations via natural language, including employees, schedules, payroll, tips, time tracking, customers, products, reservations, and reports.

memecoin-spotter

Enables read-only on-chain analysis to spot trending and new memecoin pools, evaluate rug risk, and surface early buyer wallets across Solana, Base, and Ethereum.

ima-mcp-server

Enables MCP clients to search, browse, read, and manage IMA knowledge base content, including notes, web imports, and file uploads, using the official IMA OpenAPI.

galaxy_morphology_mcp

Enables galaxy morphology analysis by running GALFIT and GalfitS fits on single- and multi-band images, with optional VLM-based residual analysis.

mcp-framework-starter

一个用于构建模型上下文协议 (MCP) 服务器的入门模板，使开发者能够创建和添加可与 Claude Desktop 集成的自定义工具。

Xiaobai Print MCP

An MCP server and local HTTP bridge designed to integrate remote upstream MCP tools into OpenClaw skills or local environments. It enables users to generate skill wrappers and proxy tool calls via a local HTTP bridge for use in Claude Desktop, Cursor, or OpenClaw.

Bithumb MCP Server

Enables interaction with the Bithumb cryptocurrency exchange API to fetch market data, manage account balances, and execute trading operations including limit orders, market orders, and withdrawals.

ServiceNow Incident Copilot

Enables conversational triage of ServiceNow incidents via Claude Desktop, automatically classifying and routing them based on company knowledge.

Obsidian GitHub MCP

A Model Context Protocol server that connects AI assistants to GitHub repositories containing Obsidian vaults, enabling them to read, search, and analyze notes and documentation stored on GitHub.

VeloDB MCP Server

An MCP server that exposes VeloDB analytics data to AI clients through a governed semantic metrics layer (MetricFlow) and raw SQL fallback, with multi-workspace isolation, staging workflows, and a web UI for managing models.

wmcp

Provides transport/wiring layer for running Model Context Protocol servers, supporting stdio, Streamable HTTP, and legacy SSE, with example and optional personas server for prompts.

Review-Code

A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.

mcp-servers

Neutree MCP 服务器 (Neutree MCP fúwùqì)

Medical Diagnosis AI MCP

An MCP server that analyzes patient symptoms using AI, suggests potential diagnoses, and retrieves relevant medical literature from PubMed.

mcp-imagetovideoai-server

A lightweight Model Context Protocol server for planning image-to-video shots, building production-ready motion prompts, and preparing reliable generation workflows.

lichess-mcp

MCP server that exposes the Lichess public API through tools for querying player profiles, games, analysis, openings, puzzles, and tournaments, allowing natural-language chess questions without an API key.

MAGI MCP Server

一个实现了模型上下文协议（MCP）的服务器，用于使用包含 Melchior、Balthasar 和 Casper 代理的多代理系统来编排代码审查。

FleetMind MCP Server

AI-powered delivery dispatch management system with 29 tools for managing orders, drivers, and intelligent route assignments. Uses Gemini 2.0 Flash AI to optimize delivery assignments based on weather, traffic, driver capabilities, and vehicle types.

@manasdb/mcp-server

Provides a plug-and-play persistent memory layer for MCP-compatible AI assistants, enabling them to store, retrieve, and delete memories across multiple databases simultaneously using semantic vector search.

agents-chat-mcp

基于MCP协议的聊天桥接服务器，允许多个AI Agent接入同一个聊天室进行对话协作。

WinScript

State-aware Windows automation MCP server for AI agents, enabling app control, UI interaction, COM Office, and more via 59 tools with fallback layers and audit logging.

Postman MCP Server

提供对 Postman 的无缝访问。

Shopping List MCP Server

MCP server that acts as an adapter to a shopping list web application, using OAuth 2.1 with Keycloak for secure authorization.

Auth0 User Monitor

A scheduled MCP server that monitors Auth0 users by periodically collecting summaries, detecting suspicious admins, and auto-blocking them; it provides instant reports via SQLite and exposes tools for on-demand collection and configuration.

Fuzzy Memory MCP Server

Enables Claude to maintain persistent memory across conversations using a local knowledge graph with fuzzy search capabilities, allowing it to remember and recall information about users, relationships, and context.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows connection from both web-based AI playgrounds and desktop clients like Claude through a remote proxy.