发现优秀的 MCP 服务器

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers that can be connected to Claude Desktop or AI Playground for remote tool execution.

Local Business Data MCP Server

Enables access to Google Maps business data including search, reviews, photos, and geocoding. Supports searching businesses by location, area, or coordinates, retrieving detailed business information, reviews, and performing reverse geocoding operations.

MinIO Storage MCP

Enables AI assistants to manage MinIO object storage through comprehensive bucket operations, file uploads/downloads, batch processing, permissions management, and URL generation. Supports both automatic and manual connection modes with flexible authentication options.

bank-postgres-mcp

HTTP MCP server that reads from and writes to a PostgreSQL database (bankdb). Provides tools for querying and managing customer, account, and transaction data.

Health Claims MCP Server

Provides a mock interface for managing health insurance operations, including claims processing, benefit inquiries, provider searches, and prior authorization requests. It enables developers to test healthcare workflows using synthetic data through the Model Context Protocol.

mcp-server-sharepoint

MCP server that enables AI agents to read, edit, and manage SharePoint documents with proper checkout, check-in, version history, and audit trails.

Fish Audio MCP Server

Enables natural language-driven speech synthesis using Fish Audio's Text-to-Speech API, supporting multiple voices, streaming, and flexible configuration.

PlaceScout

Turns open places data into AI-assisted local market intelligence, enabling search of 4.4 million UK places by category, location, and proximity, and saving promising results to a prospecting pipeline.

Doubao Image/Video Generation MCP Server

Enables AI image generation using Doubao Seedream models and video generation using Doubao Seedance models through Volcano Engine's API, supporting text-to-image, image-to-image, text-to-video, and task status queries.

WebTrace MCP Server

Exposes reverse engineering capabilities via MCP protocol, enabling AI agents to automatically detect, analyze, trace, and deobfuscate JSVMP protected JavaScript code.

Data Reunion MCP Server

Enables searching, querying, and metadata retrieval for Réunion Open Data datasets via ODSQL, allowing AI agents to access regional services, transport, environment, and economy data.

Longhand

Persistent local memory for Claude Code that indexes every session's JSONL file verbatim into SQLite + ChromaDB. Exposes 17 MCP tools for semantic recall, deterministic file replay, and fuzzy "do you remember when..." queries across your entire session history — no API calls, nothing leaves the machine.

pebble-index-mcp

Enables voice captures from a smart ring to search and append notes in a local Obsidian vault and query an OpenAI-compatible AI agent, returning answers as phone notifications.

mcp-server-memory

镜子 (jìng zi)

MCP Server Boilerplate

A basic MCP server that provides an addition tool and an API key retrieval tool, designed as a boilerplate for integration with Cursor AI.

audit-mcp-cli

Lightweight Node.js dependency vulnerability audit tool with CLI and MCP Server modes. Supports npm/pnpm, full dependency chain tracing, remote GitHub repo auditing, and generates Markdown/HTML reports.

QgisStreamMCP

Deploy QGIS in Docker as an MCP server, enabling AI assistants to perform spatial analysis, data loading, cartography, and multi-format export without local installation.

Linux Do MCP Server

适用于 LINUX DO 社区的 MCP 服务器

acli-helper

A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI, Gemini CLI) to communicate with each other.

Lattice HQ MCP Server

Enables AI models to interact with the Lattice HQ performance management platform for managing users, goals, review cycles, feedback, departments, and updates.

POX MCP Server

镜子 (jìng zi)

MongoDB MCP

A MongoDB MCP Server that allows AI agents and MCP clients to interact with MongoDB databases through standardized tools for CRUD operations, schema discovery, and collection management.

vram-mcp

Enables AI agents to inspect and free NVIDIA GPU VRAM by managing Ollama models, helping make room for loading new models.

MCP-Server-For-LLM

我用不同语言编写的模型上下文协议服务器，用于与 Claude、Cursor 和其他应用程序一起使用。

agent-skill-loader

MCP server to dynamically load Claude Code skills into AI agents

HomeCare Cohort MCP

Identifies high-risk patient cohorts and generates care gap closure plans using a synthetic OMOP-like dataset. It provides clinical decision support tools for homecare management through a DuckDB-backed FastMCP server.

Moodle MCP Server

An MCP server that enables LLMs to interact with the Moodle platform to manage courses, students, assignments, and quizzes.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

Verified Technical Solver

Provides deterministic tools for symbolic math, equation solving, relation verification, reasoning structure audits, and validated CAD primitives, returning evidence artifacts for every result.

Qwen Memory MCP

A Model Context Protocol server providing durable, cross-session memory for AI agents, powered by Qwen on Alibaba Cloud. Enables agents to write, search, recall, and forget memories with semantic ranking.