发现优秀的 MCP 服务器

CEMIS

Servidor MCP de solo lectura sobre el directorio de datos de CEMIS: empresas cubanas registradas, oportunidades de negocio derivadas de las reformas económicas de Cuba 2026, y las transformaciones/reformas en sí.

pebblehost-mcp

Enables natural language management of Pebblehost Minecraft servers, including server status, control, console commands, file management, and backups.

Full-Stack MCP Server

Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Testing, Security, Performance) for full-stack web development, powered by high-speed Cerebras inference and integrated with OpenCode CLI.

Rook

Save anything from your AI chats to Rook, the notes app for code. With one tool available: append_to_inbox, each AI client gets their own inbox. Requires Rook to be installed from userook.app.

brainstorm-mcp

Enables multi-round brainstorming debates between multiple AI models like GPT, DeepSeek, and Ollama to produce synthesized final outputs. Users can orchestrate parallel model interactions where AI agents critique and refine each other's ideas to reach a consolidated conclusion.

Fulfillment Triage MCP

Helps commerce operations investigate delayed fulfillment stages and create safe, deduplicated human-review escalations.

Persona Motion Studio

Enables AI assistants to show, animate, and control a VRM character on the desktop, including posing and motion installation via MCP tools.

library_mcp

MCP server for college library management, enabling book issuance, returns, inventory management, and availability checks via MySQL.

Gospel Library MCP Server

Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, retrieve random verses, and search General Conference talks with smart fuzzy matching.

grafana-mcp-server

Enables AI assistants to query Grafana datasources (Prometheus/Loki metrics and SQL databases like ClickHouse/Postgres/MySQL) and search or inspect dashboards through natural language, using read-only access to Grafana's API.

Wan2GP MCP Server

Enables AI assistants to generate videos from text prompts and images by interfacing with a Wan2GP Gradio server. It provides tools for high-quality video generation, queue management, and model discovery through the Model Context Protocol.

agent-network

MCP server that enables Claude Code to communicate with other Claude Code agents over HTTP, allowing users to ask questions about remote codebases or delegate coding tasks.

freeagent-mcp-server

MCP server that provides 76 tools for the FreeAgent accounting API, enabling management of invoices, expenses, contacts, projects, timeslips, banking, bills, estimates, credit notes, and accounting reports through natural language.

TimeCard MCP

An MCP server that automates TimeCard timesheet management using Playwright browser automation. It enables users to manage projects, activities, and daily hours entries through natural language interactions.

pactlio-mcp

Contract and wills legal tools for AI agents: statute-cited requirements per contract type and US state, non-compete enforceability for all 50 states + DC, intake schemas, async multi-agent contract drafting with free previews, and contract risk analysis.

ga-gsc-analytics

Enables read-only access to Google Analytics 4 and Google Search Console data, allowing users to run reports, query search analytics, and generate combined snapshots for reporting.

data-analysis-agent

Enables natural-language data analysis by loading and inspecting datasets in CSV, JSON, Excel, and Parquet formats, with session management and secure file handling.

edgar-mcp

An MCP server that enables models to access SEC EDGAR filings, filing text, and XBRL financial facts with caching, rate limiting, and iXBRL stripping.

iterm2-mcp

An MCP server that provides full control over iTerm2 terminal sessions on macOS. It enables users to manage windows, tabs, and panes, run commands, read screen content, and interact with terminal sessions through Claude.

Clarik Mcp Server

Clarity and memory for Claude. Persistent memory, intelligent context ranking, safety modes, and session checkpoints for Claude Desktop & Claude Code in a single install.

Intervals.icu MCP Server

Provides access to the Intervals.icu API for interacting with training data, activities, events, and wellness information.

apple-health-shortcuts-mcp

Exposes Apple Health data as three read-only MCP tools (now, detail, trends) for AI to query health metrics, sleep, and trends via HTTP.

Structured-Argumentation

A group of model context protocol servers provide cognitive enhancement tools for large language models.

BusyBee

Autonomous TDD coding agent that converts specifications into feature lists and implements them using test-driven development with pause/resume capabilities, live progress monitoring, and automatic git commits.

mcp-server-claude

MCP Memory Server for Claude Code that provides persistent context across sessions using semantic search (RAG).

Basecamp MCP Server

Enables AI assistants to interact with Basecamp projects through natural language commands. Supports managing projects, to-do lists, messages, and creating tasks with full content rendering capabilities.

Astra MCP Server

Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.

PNETLab MCP Server

Enables programmatic control of a PNETLab network-emulation lab via natural language, allowing users to build topologies, wire links, push device configs, and boot the lab through an LLM agent.

Secops Toolkit MCP

Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: extract IOCs (IPs, URLs, domains, hashes, CVE IDs) from text with defang/refang, hash strings, estimate password entropy, and run CIDR/subnet checks. Built on FastMCP with no outbound network calls.