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

Browserbase MCP Server

镜子 (jìng zi)

claude-session-continuity-mcp

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

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.

Awesome MCP Servers

很棒的 MCP 服务器 - 一个精选的模型上下文协议服务器列表

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.

Recall Select

Provides long-term memory for AI agents via MCP tools to store, recall, and delete memories, with per-user scoping and usage limits.

Vexi MCP Server

Enables MCP clients to search and retrieve structured business data from the Vexi API, allowing AI agents to get clean, typed business objects with identity, offerings, and trust signals.

LivePort MCP

Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required.

crypto-price-mcp

Provides live cryptocurrency prices, price history, and symbol listing tools for AI agents via the Hyperliquid API.

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.

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.

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.

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.

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.

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.

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.

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.

Lovable MCP Server

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

Repo Therapist

An MCP server that transforms repositories into queryable knowledge by combining static code analysis with git history tracking. It allows users to investigate codebase structure, identify fragile files based on churn, and receive risk assessments through natural language queries.

mcp-sql-console

Enables querying Microsoft SQL Server databases using natural language or predefined SQL, with read-only safety. Integrates with Cursor and Claude Desktop for database exploration and management.

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.

mcp-nextjs-evolution-api

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

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.

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.