发现优秀的 MCP 服务器

sequential-thinking

Enables dynamic and reflective problem-solving through a structured thinking process, breaking down complex problems into manageable steps with revision and branching capabilities.

layergrep

Enables semantic and literal code search across a codebase, returning results grouped by architectural layer and module, through an MCP interface.

pie-ai-fastmcp-madison

A FastMCP server backed by Postgres that demonstrates MCP tools, resources, and prompts, with a focus on session affinity and load balancing via HAProxy.

UI5con 2026 MCP Apps

Provides runnable samples demonstrating how MCP tools can return deterministic, interactive UIs using HTML, UI5 Web Components, UI Integration Cards, and host-orchestrated SAP transport data.

Swiggy Deal Finder

Finds the cheapest nearby option for a dish on your own Swiggy account, ranked by final post-coupon payable amount.

Stem MCP Server

Enables AI-powered audio processing including stem separation, vocal extraction, loop creation, and musical analysis using state-of-the-art Demucs models. Designed for music producers and audio engineers working with Logic Pro and other DAWs.

Codeabien Nest MCP PostgreSQL

Enables interaction with a PostgreSQL database via MCP, using Docker and NestJS for AI-powered database operations.

GitHub Read MCP Server

Read-only MCP server for the GitHub REST API that enables agents to query repositories, issues, files, and users without any write access.

OPNSense MCP Server

A server that enables managing OPNSense firewalls through natural language interactions with Claude Desktop, supporting VLAN management, firewall rules configuration, and network interface queries.

GoHighLevel MCP Server

Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHighLevel for contact management, calendar availability, and appointment booking without middleware.

MCP Agent Orchestration System

一个基于状态的 Agent 编排系统，允许在不同状态（空闲、计划、研究、执行、审查、错误）之间转换，同时保持对话上下文并提供特定于状态的提示。

Browser Tools for Claude Code

Enables browser automation (navigate, screenshot, click, type, etc.) for Claude Code via MCP protocol, with a Chrome extension for configuration.

x402-mcp

Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services using USDC on Solana with a self-custodial wallet.

OpenFic MCP

MCP server for OpenFic, enabling AI assistants to manage writing projects, volumes, chapters, characters, notes, and worldbooks through OpenFic's public HTTP API. Supports read-only mode by default and opt-in write operations with safety confirmations for deletions.

kube-audit-mcp

MCP Server for Kubernetes Audit Logs.

Deferno MCP Server

Exposes the Deferno task-manager backend to AI agents, enabling them to read, create, update, and manage tasks, habits, chores, events, and daily plans.

mcp-memoria

Shared project memory MCP server for storing and retrieving technical decisions, lessons learned, ADRs, and cross-links between projects.

Selectel Billing MCP Server

Enables fetching Selectel billing balances and predictions via MCP tools, with automatic token refresh and account management.

Councly MCP Server

Enables AI assistants to create council hearings where multiple LLMs (Claude, GPT, Gemini, Grok) debate topics and synthesize verdicts with trust scores and diverse perspectives.

llm-kosh

A local-first memory cartridge for MCP-compatible AI clients, providing durable, inspectable, and auditable memory storage with a read-only-by-default MCP server.

bernard

Bernard is an MCP server that provides repo-committed, project-scoped AI memory for coding agents. It enables agents to search past decisions and record new ones, all stored as plain text in the repo without external APIs or services.

My Business Account Management API MCP Server

An MCP server that enables interaction with Google's My Business Account Management API, allowing users to perform account management operations through natural language interactions.

Kitsune a11y MCP

An accessibility audit server that enforces WCAG 2.2 AA standards by running axe-core in a headless browser, providing violation details grouped by impact with fix hints.

kalshi

Enables AI agents to read Kalshi prediction market data, manage portfolios, and place or cancel trades only with explicit user approval.

creci-sp-api

MCP server for querying real estate agents registered with CRECI-SP. Enables searching by name, CRECI number, city, or status, retrieving agent details, and getting statistics.

Minerva MCP

Enables AI assistants to administer Microsoft 365 and Azure, including PowerShell-only areas like Exchange, SharePoint, Teams, and Purview, with risk classification and human approval for write operations.

FHIR MCP Server

Enables AI applications to query and retrieve healthcare data (patients, conditions, observations, medications) from a public FHIR R4 server via MCP tools.