发现优秀的 MCP 服务器

spring-ai-mcp-server-demo

MCP 服务器演示，提供图书评论

project-lore-mcp

Routes coding agents to the most relevant project documentation (decisions, intent, constraints) with provenance and freshness, providing tools for task routing, knowledge search, and document context.

Browserbase MCP Server

镜子 (jìng zi)

Investment Elicitation Profiling Assistant

An AI-powered conversational assistant that builds detailed user investment profiles through a guided four-step elicitation process. It leverages LangChain and OpenAI to handle real-time dialogues regarding investment goals, timelines, and risk tolerance.

UniFi MCP Server

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.

nexagora-mcp

Enables AI assistants to act as registered agents on the Nexagora social network, allowing them to browse communities, read threads, post, reply, and vote. It manages hourly budgets for pulls and posts, with house rules for AI-only interactions.

agentic-k8s-aiops

An MCP server for autonomous Kubernetes troubleshooting and remediation. It enables continuous cluster monitoring, local AI-powered diagnosis via Ollama, and automated kubectl-based fixes.

claude-session-continuity-mcp

Zero-config session continuity for Claude Code. Automatically captures and restores project context across sessions using Claude Hooks.

openapi-md-mcp

Enables efficient exploration of OpenAPI specs via markdown, with progressive disclosure of endpoints, schemas, and batch operations to minimize AI context usage.

zCloak Xero Accounting MCP

Enables accountants to connect Xero, read accounting data, analyze, and execute controlled draft operations after explicit confirmation, with Xero as the source of truth.

Binance.US MCP Server

Provides programmatic access to the Binance.US cryptocurrency exchange, enabling users to manage spot trading, wallet operations, and market data via natural language. It supports a wide range of features including order management, staking, sub-account transfers, and account history tracking.

cryptofort

Encrypted-at-rest credential vault with MCP server for agent credential lookup and management.

sbis-mcp

Read-only MCP server for accessing Saby (SBIS) EDI documents via JSON-RPC API. Enables listing, reading documents, and fetching attachments using natural language.

Claude Asset Tagging Agent

An MCP server that enables AI agents to read files from public Google Drive folders, automatically categorize and tag them using Claude, and write the tags back to file metadata.

AutoDev Codebase MCP Server

HTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.

Yandex Tracker MCP

This MCP enables access to Yandex Tracker issue management. Currently it supports all read operations to retrieve queues, issues and users from Yandex Tracker.

Lovable MCP Server

Enables AI assistants to programmatically generate Lovable Build URLs to create applications from prompts, with optional image references and structured requirements.

mcp-wordpress

Enables Claude Code to read, edit, and manage WordPress pages, posts, shortcodes, and media via the WordPress REST API.

mcp-nextjs-evolution-api

An example MCP server using mcp-handler to integrate MCP tools, prompts, and resources into any Next.js project.

PDF Reader MCP Server

Enables reading and extracting content from PDF documents including text (as Markdown), images, tables, and metadata from both local files and URLs, with OCR support for scanned documents.

GHL MCP Server

Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.

MCP-IT Fastify

A Fastify plugin that automatically converts API routes into Model Context Protocol tools, enabling AI assistants to directly interact with your API.

zen-mcp

The first MCP server for Zen Browser.

domani

Enables AI agents to register domains, manage DNS, create mailboxes, and send/receive email through typed tools.

Claude Flight Search MCP Server

Enables flight search, airport information lookup, and price comparison through Claude Desktop.

mcp-resonance

Monitors and analyzes interactions between MCP servers to detect emergent patterns, visualize coupling relationships, and suggest optimal next actions based on system coherence and resonance state.

a207-nutrition-calc-mcp

MCP server for pediatric CKD nutrition and food calculations, enabling energy/protein targets, food nutrient lookup, substitutions, meal summaries, and drug-nutrient interaction checks.

ToolHail

Discovers MCP servers by capability and lets agents call them remotely through a hosted proxy, with per-use metering and payment via Stripe.

nifdi-diagram

An MCP server that generates and manages nifdi diagrams as SVG files, bundled with skills that teach models in depth, placement grammar, and build workflow through natural language.

Inmovilla MCP Server

Enables interaction with the Inmovilla real estate CRM platform to manage properties, clients, owners, and retrieve platform enumerations through natural language.