发现优秀的 MCP 服务器

KnowledgeGraph MCP Server

Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

Claude Stitch MCP

Enables managing Stitch design projects via natural language, including listing projects, viewing details, retrieving screens, downloading assets, and generating new screens from text prompts.

bbox-mcp-server

The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.

@vncy/persona-mcp

An MCP server that maintains a consistent world-state of people and their relationships across AI agents and devices using hybrid storage and cloud sync.

AndroidTVMCP

A Model Context Protocol server that enables AI assistants to control Android TV devices, providing remote control functionality like navigation, playback control, app management, and device status monitoring.

MCP Gateway

A self-hosted MCP gateway with Google OAuth and role-based access control, allowing MCP clients like Claude and Cursor to connect and interact with configured Zendesk and Chargebee connectors through an admin dashboard.

Pulse CN MCP Server

一个模型上下文协议服务器，为人工智能模型提供来自中国18个主要互联网平台的实时热门内容，包括微博、知乎和哔哩哔哩。

ContextCore

A local-first MCP server that indexes all your local files (text, code, images, audio, video) and provides hybrid search (BM25+embeddings) to retrieve only relevant chunks for AI tools, reducing token usage by over 57%.

GlassCloud

A cloud relay server that bridges the GlassBridge smart glasses app with Google services like Gmail and Calendar via the Model Context Protocol. It provides secure OAuth authentication and WebSocket communication to enable voice-controlled tool execution on mobile devices.

MCP Orders Server

A practice project that enables users to create and list orders within an in-memory system using MCP tools. It is designed to demonstrate how to integrate the Model Context Protocol with clients like Cursor using the FastMCP framework.

Vercel MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and getting weather data to demonstrate basic functionality and API integration patterns.

MCP Pointer

An MCP server and Chrome extension that allows users to select browser DOM elements via a keyboard shortcut to provide detailed technical context to AI coding tools. It captures HTML attributes, CSS styles, and React component metadata, enabling agents to analyze and modify web elements directly.

gemini-mcp-bridge

MCP server that wraps Gemini CLI as a subprocess, exposing its capabilities as Model Context Protocol tools.

ollama-vision-mcp

Enables text-only AI models to analyze images via local Ollama multimodal models. Supports image analysis, OCR, and multi-image comparison entirely offline.

spotdraft-mcp

MCP server that gives Claude safety-gated access to SpotDraft contracts, enabling querying and managing contracts, templates, counterparties, obligations, and analytics through natural language.

soap-api-gateway

Converts SOAP WSDL services into a REST interface and provides MCP tools to describe, invoke, and manage SOAP operations with caching and WS-Security support.

mcp-tides

Provides NOAA tide predictions and observed water levels, allowing AI agents to query tide stations and current water level data.

jamie-mcp

Enables Claude to interact with Jamie AI meeting assistant: list meetings, read summaries and transcripts, search, and manage tasks.

modao-proto-mcp

Enables HTML code generation from design descriptions, detailed design specification creation, and importing generated HTML into personal workspace via the Model Context Protocol.

Model Drive Protocol MCP Server

Exposes runtime-local capabilities from browsers, apps, devices, and local processes to AI agents through a unified MCP bridge, enabling path-based discovery and invocation of live context.

MCP Prompt Cleaner

Enhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.

Bear Notes MCP Server

A Model Context Protocol server that provides Claude with access to search, retrieve, and analyze notes from the Bear App through natural language queries.

Solar MCP

An MCP server that enables AI assistants to look up solar permitting authorities, estimate solar production via PVWatts, and retrieve irradiance data. It streamlines the creation of solar-aware workflows by integrating industry-standard APIs like NREL.

Devil MCP Server

An MCP server that provides programmatic access to devil hosting platform management tools, enabling AI assistants to manage websites, databases, DNS, SSL, email, and more via a secure REST API.

Gemini MCP Chatbot

An MCP server exposing calculator, file read, and file write tools for the Gemini CLI agent, enabling mathematical computations and file operations through natural language.

Supabase MCP Servers

将 LLM 连接到 Supabase 的 MCP 服务器集合

loadbench-mcp

An MCP server that provides structural load and stability math (tipping, support reactions, beam checks) that language models often get wrong, enabling AI assistants to compute accurate engineering estimates.

asana-mcp

MCP server for the Asana API that allows AI agents to read and optionally write to Asana tasks, comments, and custom fields, with tiered access controls and no delete tools.

well

Provides a memory organ for agents, enabling them to feed content, recall grounded passages, and ask questions with honest abstention (ABSENT) via MCP tools over stdio.

chromium-screenshots

Enables AI agents to capture pixel-perfect screenshots with synchronized DOM data and quality metrics, supporting auth injection and MCP integration for vision AI tasks.