发现优秀的 MCP 服务器

Alpic MCP Template

A TypeScript template for building MCP servers with HTTP transport that provides a foundation for creating integrations between AI assistants and custom tools. Includes example implementations and development tooling to help developers create their own MCP servers.

llm-vision-mcp

An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.

OmniClip RAG MCP Server

Read-only local-first MCP server enabling AI assistants to semantically search private Markdown, PDF, and Tika-backed knowledge bases without data upload.

grimoire-beholder-mcp

An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, markdown, text) to Claude, enabling hybrid search and retrieval of contextualized chunks via read-only tools.

bandiradar-mcp

Enables monitoring Italian public funding opportunities, normalizing them into a canonical model, and ranking them against a company profile with a two-stage matcher.

Yazio MCP Server

An MCP server that connects AI assistants to your Yazio nutrition diary, enabling food tracking, product search, and nutrition goal management via reverse-engineered endpoints.

datpaq-mcp

DATPAQ exposes 34 production data & utility APIs — IP geolocation, DNS/WHOIS/MX lookups, email & phone validation, currency & precious-metals rates, aircraft/VIN lookups, web scraping & screenshots, and more — through one hosted, streamable-HTTP MCP endpoint.

mcp-mifosx

为金融机构集成 Mifos X 的 MCP 服务器，Mifos X 是一个开源的核心银行解决方案，可用于管理客户、贷款、储蓄、股份、金融交易和生成财务报告。

alopeyk-mcp

A self-hostable MCP server for Alopeyk (الوپیک), an Iranian on-demand delivery and logistics company, enabling LLM agents to geocode addresses, quote and track deliveries, manage parcels, and optionally create/cancel real orders.

Marra Local Memory MCP

Secure local MCP server for encrypted memory files.

ratduck-search-mcp

An MCP server that gives an agent the open web: searches DuckDuckGo via its no-JavaScript front end, scrapes any URL, and filters/re-ranks results to deliver the top few instead of a wall of links.

Weather MCP Server

Provides current weather conditions and 5-day forecasts for any location using the OpenWeatherMap API. Supports flexible location queries including city names, coordinates, and zip codes.

openpitch-mcp

Enables natural-language queries about AI startup metrics like ARR and funding, with sourced, confidence-scored answers and contradiction detection.

Monobank MCP Server

Enables integration with Monobank API to check currency exchange rates, view account balances, and retrieve transaction statements through natural language queries.

inflow-mcp

MCP Server for agents to onboard, pay, and provision services autonomously with InFlow

MCP Server Example

An educational MCP server example demonstrating how to build a server that integrates with LLM clients like Claude Desktop.

Open Design MCP Server

Enterprise-grade MCP bridge exposing Open Design's REST API as 15 MCP tools, enabling AI agents to create, iterate, and manage design projects via the Model Context Protocol.

K8s MCP

Enables interaction with Kubernetes clusters through 32 specialized tools for managing resources, deployments, and services. Provides both CLI and web interfaces for real-time Kubernetes operations powered by Google Gemini.

Pararam Nexus MCP

Enables interaction with pararam.io communication platform, allowing users to search and send messages, manage chats, upload/download files, and search users through natural language commands.

Wireshark MCP

Enables AI assistants to analyze network traffic using Wireshark/tshark, providing packet statistics, protocol analysis, and anomaly detection through natural language interaction.

ms365-mcp

Provides a minimal Microsoft 365 MCP server with fourteen hand-written tools for email, people, and drafts, designed to fit small local models.

vmware-storage

AI-powered VMware storage management for vSphere. Manage datastores, iSCSI targets, and vSAN via natural language with 11 MCP tools.

Routara MCP Server

Enables calling 48+ LLMs, image, and video models through Routara's API from Cursor, Claude Desktop, Windsurf, and other MCP clients. Supports chat completions, image generation, and video generation with a single API key.

io.github.wende/cicada

Provides structured, token-efficient code context for AI assistants by indexing codebases with AST-level analysis, supporting 17+ languages, enabling semantic search, call-site tracking, and PR attribution.

EvalScope Benchmark MCP

Paid hosted MCP endpoint for AI SDK benchmark dashboard, providing tools for running benchmarks, comparing model scores, reading reports, and issuing receipts.

OpenProject MCP

An MCP server that lets local AI agents read and manage OpenProject project data through structured, guarded tools, with write operations requiring explicit confirmation.

case-chronology-mcp

A Model Context Protocol server for building and managing chronological timelines of case events, enabling legal professionals to organize complex case histories with smart date parsing, document parsing, multi-format export, and advanced search.

XMLTV MCP Server

Enables querying TV programming data from Tunarr XMLTV feeds, including viewing channel listings, current and upcoming schedules, and searching for programmes by title or description.

WeChat Desktop MCP

A production-oriented MCP server that exposes task-level WeChat Desktop automation to AI clients, enabling status checks, message fetching/reply, contact addition, and Moment publishing on macOS via accessibility automation.

superego-mcp

Superego MCP is an intelligent tool-call review system for AI agents that provides configurable security rules and automated guardrails.