发现优秀的 MCP 服务器

MCP-Demo

A minimal Python MCP server that enables Claude Code to call local Ollama models (e.g., gemma3) as a tool, routing low-stakes work off the API and onto a homelab.

mcp-mysql-remote

Remote read-only MCP server that exposes diagnostic SQL queries to EasyJur's MySQL for Claude.ai via HTTPS, secured with OAuth 2.1 and PKCE.

CogMemory MCP Server

Provides a unified context system for AI coding agents with memory, knowledge graph, specs, and code graph subsystems, all stored in SQLite. Enables persistent recall of decisions, conventions, errors, project knowledge, and code structure.

Todo MCP Server

A multi-node todo application server using MCP protocol, Redis for storage, and OpenRouter for AI-powered prioritization analysis.

sqlite-kg-vec-mcp

基于 SQLite 的，集成了知识图谱和向量数据库的 MCP 服务器

spd-mcp

Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/IP, supporting output control, measurement, timers, and network configuration.

MCP API Server

A Model Context Protocol server that enables AI assistants to make HTTP requests (GET, POST, PUT, DELETE) to external APIs through standardized MCP tools.

bb-mcp-server

An MCP server for Bitbucket Cloud that enables reading and managing pull requests, comments, and descriptions via MCP clients.

MCP Google Server

A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

ms-sentinel-mcp-server

ms-sentinel-mcp-server

ArmBench MCP Server

Enables benchmarking and inference of LLMs on Arm64 cloud instances with KleidiAI optimizations, providing an MCP-compatible API for serving results.

SimpleMCP

A lightweight MCP server that auto-discovers tool kits, enabling tools like SQLite queries and web searches via Tavily API.

mcp-housing-intel

Chains FRED, BLS, ATTOM, and HUD APIs to provide housing intelligence data through a single MCP server.

domain-checker-mcp

Enables fast domain availability checking via hybrid DNS and RDAP/WHOIS verification, with support for bulk queries and automatic name expansion across popular TLDs.

ZMCPTools

A multi-agent orchestration platform for Claude Code providing 61 tools for autonomous agent coordination, browser automation, and documentation intelligence. It features LanceDB-powered semantic search, knowledge graph memory systems, and advanced task management for complex development workflows.

Steam Reviews MCP

About Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.

Project-Lens

MCP server that scans workspace roots to build a registry of version-controlled projects, exposing tools for searching, listing, and inspecting projects to help AI coding agents navigate multi-repo workspaces efficiently.

FortiGate MCP Server

Enables AI assistants to manage FortiGate firewalls from bootstrap to production, with safe preview/apply changes and secure credential handling. Covers inventory, VDOMs, interfaces, routing, firewall policies, VPN, security analysis, and documentation generation.

CSVGlow

Turn any CSV into a stunning interactive dashboard with one command — works as CLI, MCP server, or AI skill

yandex-calendar-mcp

An MCP server that enables AI assistants to access Yandex Calendar over CalDAV, with the ability to read, create, move, update, and delete events, including recurring events and attendee invitations.

YNAB Budget MCP

Provides a read-only interface to YNAB budget data, allowing AI assistants to inspect budgets, accounts, categories, transactions, and more. Includes an experimental guarded write workflow for category assignments.

Office-PowerPoint-MCP

Enables AI assistants to programmatically create, manipulate, and analyze Microsoft PowerPoint presentations with advanced formatting and template management.

knowledge-mcp

Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.

perch-mcp

Enables building Perch mods by providing Perch's display vocabulary, documentation, builtin package examples, a package validator, and the ability to run your package in Perch.

InstaDomain

Domain registration for AI agents. Check availability, buy domains (Stripe or x402 crypto), and auto-configure Cloudflare DNS - all without leaving your coding session.

filesystem-gitignore

A professional MCP server that provides filesystem operations while automatically respecting .gitignore patterns, enabling efficient and token-friendly file access for Claude.

Layven MCP Server

Layven is a shared drive for AI agents over MCP, with versioning, attribution, and rollback. It enables file operations like list, read, write, edit, delete, restore, search, and activity tracking.

Picsha AI MCP Server

MCP server for Picsha AI platform enabling LLMs to search, upload, and manage digital assets through natural language, with secure local proxy and multi-tenant sandbox support.

imgx-mcp

An MCP server for AI image generation and editing, allowing users to generate images from text, edit existing images with instructions, and manage iterative editing sessions with undo/redo.

Google Ads MCP

Enables managing Google Ads campaigns through an AI assistant with read-only reporting, recommendations, and gated write operations for bids, budgets, and statuses, all backed by preview and audit logging.