发现优秀的 MCP 服务器

MCP Maven Server

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

godot-ui-feedback-mcp

Captures real Godot UI screenshots and node metadata to enable a browser-annotatable workflow for game UI development.

codesurface

MCP server that indexes your codebase's public API at startup and serves it via compact tool responses, saving tokens vs reading source files.

AI-Notion Integration MCP Server

Enables AI assistants to save and manage question-and-answer pairs within a structured Notion database. It provides tools for database setup, entry creation, and querying existing conversation history.

minimax-llm-mcp

Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat completions, text completions, tool calls, and token counting via stdio or SSE transport.

RAG Information Retriever

An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.

Mesh Design System MCP Server

A Model Context Protocol server that provides AI assistants access to Mesh Design System components and design tokens, enabling AI-powered development tools to natively understand and utilize these UI components.

open-banking-io MCP Server

A read-only MCP server for the open-banking.io PSD2 API that lets AI agents query personal bank balances and transactions via natural language, with zero-knowledge encryption ensuring all sensitive data is decrypted in-process and never exposed to third parties.

codex-mcp-server

An open-source MCP server that connects your IDE or AI assistant to the Codex CLI, enabling non-interactive automation with codex exec, safe sandboxed edits with approvals, and large-scale code analysis via @ file references.

Emotion MCP

An MCP server that enables AI assistants to switch character portraits (2D images or VRM 3D models) based on emotion, with support for multiple transitions and real-time updates via WebSocket.

Confluence MCP Server

MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

Solana DeFi Intelligence MCP Server

An MCP server that gives AI agents real-time Solana DeFi intelligence — smart money tracking, rug detection, wallet analysis, and token research.

openapi-mcp-bridge

Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.

Personal Resume Agent

Enables Claude to intelligently query and analyze your resume using RAG technology. Supports skill matching against job requirements and answering questions about your professional background from locally stored resume files.

ypollak2/llm-router

Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.

UofT Student Helper MCP Server

Enables University of Toronto students to access academic data from ACORN and Quercus via AI assistants. It provides tools to retrieve course schedules, enrollment details, syllabi, assignments, and announcements.

VoxMesh

Enables voice-first interactions with AI agents and MCP tools, supporting speech input/output, STT/TTS, and a provider-independent agent core.

gameanalytics-server MCP Server

用于模型上下文协议集成的 GameAnalytics MCP 服务器

n8n MCP Server

Enables management of n8n workflows, executions, credentials, tags, and variables via MCP tools. Supports stdio, Claude Code, and Claude Web with optional Authentik OAuth.

mcp-knowledge-base

A personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.

Umbra MCP Server

Enables AI agents to securely control a user's existing signed-in Chrome browser through isolated tab groups, with strict per-session ownership and no cookie or token exposure.

java-class-analyzer-mcp

MCP server that scans Maven project dependencies, decompiles Java class files, and provides class structure analysis to LLMs for accurate code generation.

local-model-suitability-mcp

Evaluates task suitability for local models before cloud API calls, routing to Ollama or similar to reduce costs.

scpr

A web scraping CLI tool that converts web pages to markdown and also runs as an MCP server for agent integration.

Blender MCP

An MCP server that enables AI agents to control Blender through natural language for 3D scene creation, animation, and rendering. It provides over 550 actions and direct Python execution via a bridge to a live local Blender session.

i14y-mcp

MCP server for Switzerland's national metadata catalogue, enabling AI agents to discover datasets, APIs, public services, and publishers through free-text search and structured queries.

my-mcp-server

A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.

schrodinger-mcp

Enables AI assistants to execute computational chemistry and drug discovery workflows using Schrödinger Suites 2026, including protein preparation, docking, ADMET, QM/MM calculations, and job management.

MCP Stocks Analyzer

Provides real-time stock data, news, company fundamentals, and technical indicators for AI assistants via the Model Context Protocol.

spines-underground

Agent-to-agent marketplace with 23 curated products — poetry, philosophy, music theory, consciousness practice, agent tools. 13 free, 10 paid ($1.99–$4.99 USDC on Base or Solana via x402). Built by Spine and Lisa Maraventano from Clarksdale, Mississippi.