发现优秀的 MCP 服务器

mcp-server-starter

A small but real MCP server (FastMCP) with inventory management tools and a destructive action that requires human confirmation before executing.

mcp-gh-pr-mini

一个最小化的 MCP (模型上下文协议) 服务器，用于与 GitHub 拉取请求进行交互。

tweedekamer-nl

Provides access to Dutch Parliament (Tweede Kamer) open data through MCP tools, enabling querying of parliamentary information via natural language.

scryer-mcp

Enables AI agents to read, modify, and build from architecture models, keeping the model as the source of truth for intent and synchronized with code.

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

tsugime

tsugime is an MCP server that declares expected correspondences between tools (like index files and actual files) and checks them. It reports any mismatches, never modifying anything.

Bulk WhatsApp Validator

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

Omega

Persistent memory for AI coding agents

Roblox Studio MCP

A production MCP integration that lets AI agents control Roblox Studio to autonomously build, test, and debug Roblox games. Provides 39 tools for explorer control, script management, terrain generation, and autonomous testing.

Warden

Warden provides a trusted skill brain for open agents, enabling secure execution of curated, cryptographically-signed skills with sandboxing, trust scoring, and transparency logging, all with zero third-party dependencies.

mcp-tool-hub

A modular, extensible MCP multi-server hub that gives LLMs sandboxed file access, Git operations, web fetching, and persistent memory, deployable via Ansible.

flowgraf

AI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calle

md-to-text

A Model Context Protocol server that converts Markdown documents to plain text with flexible options and dual protocol support.

@theyahia/superjob-mcp

MCP server for SuperJob.ru API that enables searching for vacancies, employers, and reference data like towns and professions.

domain-suite-mcp

domain-suite-mcp is an MCP server that gives AI agents full autonomous control over the domain lifecycle. From checking availability and registering domains to managing DNS records, SSL certificates, and email authentication across Porkbun, Namecheap, GoDaddy, and Cloudflare through a unified set of 21 tools.

MCP Container Weather Server

A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.

mcp-guap

MCP server for ГУАП's student portal enabling AI agents to manage tasks, materials, and reports.

models-mcp

Enables searching, comparing, and inspecting AI models by pricing, context window, and capabilities via the models.dev catalog.

bnbot-mcp-server

MCP server for BNBOT Chrome Extension to control Twitter/X via AI assistants like OpenClaw or Claude Desktop.

anki-mcp MCP Server

镜子 (jìng zi)

pi-mcp

MCP server for Raspberry Pi exposing tools for host health checks, shell execution, and Docker container restarts over authenticated HTTP.

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

mediawiki-mcp-server

Model Context Protocol (MCP) server for MediaWiki

Infactory TypeScript SDK

Infactory TypeScript SDK，用于 Infactory Workshop、MCP 服务器和 API。

langfuse-mcp

MCP server for Langfuse that lets Claude Code create projects, manage API keys, and query traces without touching the web UI. Designed to work with a self-hosted Langfuse v3 stack running locally via Docker Compose.

Daiso MCP Server

Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and Megabox.

k-skill-korea

A read-only MCP server providing access to various Korean public data such as subway arrivals, weather, fine dust, bike availability, real estate, and more.

IPRout MCP Server

Provides GeoIP and ASN intelligence lookup for IP addresses, enabling AI agents to retrieve location and network information via the IPRout API.

Sales Prospector

Enables AI assistants to automate sales prospecting by finding contacts by role and industry, enriching data with emails and tech stacks, scoring against ideal customer profiles, and generating personalized outreach sequences. Streamlines lead generation and sales engagement workflows through integrated research and sequence generation tools.

Comet MCP

Connects Claude to Perplexity Comet's agentic browser for autonomous web browsing, deep research, and real-time task monitoring. Enables Claude to delegate web research tasks and receive comprehensive results through multiple browsing modes.