发现优秀的 MCP 服务器

eyeshot-mcp

Provides screenshot capture and vision analysis tools that enable AI to see and analyze screen content on Windows, forming an automated capture-analyze pipeline.

Gemini MCP Server

MCP server that connects Claude Desktop to Google Gemini, enabling multimodal analysis with file attachments (video, image, audio, PDF).

devPartner

A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, and enables self-upgrade and hot-reload during conversations.

OmniCodex

Windows-local MCP gateway for the Codex runtime, enabling owner-authenticated tool access via Streamable HTTP with optional Oracle consent companion.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection to AI Playground and Claude Desktop via a proxy.

sessionmem

Local-first MCP server that watches your coding sessions and injects a compact summary at the start of each new session. 85.6% token reduction, SQLite storage, no cloud. Works with Claude Code, Cursor, Cline, and Windsurf.

mcp-jira-python

MCP server for JIRA integration enabling issue management, search, comments, and linking via natural language.

mariadb-mcp

MCP server for interacting with MariaDB databases, supporting standard SQL operations and optional vector/embedding search.

Zhihu MCP Server

A Model Context Protocol server that enables users to automatically generate articles using large language models and publish them directly to Zhihu (a Chinese Q\&A platform).

hono-apcore

Enables turning a Hono app into MCP tools and OpenAI-compatible function definitions, either by declaring tools explicitly or by scanning existing routes.

abstractapi-mcp-server

abstractapi-mcp-server

Logseq MCP Tools

A Model Context Protocol server that enables AI agents to interact with a local Logseq instance, allowing operations like creating pages, managing blocks, and searching across a knowledge graph.

VuNet MCP HTTP Server

Connects AI assistants to live VuNet observability data, allowing querying metrics, browsing data models, and checking connection status.

MCP Server Template (TypeScript)

A minimal MCP server template for TypeScript with Streamable HTTP transport, bearer-token authentication, and a sample tool, designed for one-click deployment on Render.

browser-for-ai

A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.

vision-reader

MCP server that enables LLMs to understand images without native vision by converting image regions into text encodings (ASCII art, grayscale grids, color stats) and supporting progressive zoom, OCR, and overview summaries. Users can load images, get chunk overviews, crop and encode specific regions, and extract text using normalized coordinates.

MCP API Server

A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.

mcp-neo4j-query-optimizer

Extracts structured operator data from Neo4j query plans and provides rich context for MCP clients to deliver intelligent optimization recommendations.

symbolics-mcp

An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Genera machine over TCP. It bridges JSON-RPC requests to the Genera environment to return evaluation results, stdout, and stderr.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

HA Vibecode Agent

An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.

cortex

An MCP-native agentic platform orchestrating planner/executor/critic agents over hybrid RAG with three-tier memory, budget enforcement, safety guardrails, and full observability. It exposes all capabilities as MCP tools, enabling natural-language control of document ingestion, retrieval-augmented generation, and multi-step AI workflows.

kobox

Enables controlling a Teenage Engineering EP-133 K.O. II via natural language, converting plain language into MIDI commands for triggering pads, playing scales, and sequencing patterns.

RawTrace MCP

Records raw DOM mutations and network events during AI agent browser interactions, enabling detailed debugging and analysis of Playwright automations.

HatFetch

Enables LLM agents to read any website by scraping and crawling into clean Markdown, automatically bypassing bot detection with residential proxies.

mcp-kicad-sch-api

MCP server for creating, modifying, and analyzing KiCAD schematic files using natural language.

Model Context Protocol (MCP) Testing Servers

这是一个基于网络的应用程序，用于测试 MCP 服务器。它的设计目的是演示一个能够在典型网络托管环境中运行的 MCP 客户端。

evite-mcp

MCP server for Evite that lets you read and act on events as guest or host: list events, view guest lists, RSVP, send messages, and create/edit events.

MCP Apps Testing Server

A comprehensive testing suite demonstrating all Model Context Protocol (MCP) Apps features through interactive Weather Dashboard and 3D Globe viewer applications.