发现优秀的 MCP 服务器

expedia-travel-recommendations-mcp

MCP server for Expedia travel recommendations. Enables LLMs to search hotels, flights, activities, and car rentals using natural language.

Fiberflow MCP Gateway

通过标准输入/输出来运行 Fiberflow MCP SSE 服务器。

confluence-mcp

A Confluence MCP server optimized for AI agents, enabling surgical section edits, fast page tree downloads, smart image handling, and more.

HR-ASSIST

Agentic AI system that automates HR workflows like employee onboarding, enabling HR teams to streamline tasks through natural language interactions with Claude Desktop.

MCP YouTube Downloader

MCP server for downloading videos and audio from YouTube and hundreds of other sites using yt-dlp.

PDF Reader MCP Server

A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

mcp-ollama

MCP server wrapping local Ollama models for offload from API-priced orchestrators. Nine stdio tools - generation, summarisation, analysis, drafting, code tasks (docstring/test/explain/review/types/refactor-suggest), diff-driven tasks (commit-message/pr-description/changelog/summary/impact), mechanical transforms, and model management (list/pull). Apache-2.0.

cite-rag-mcp

A local MCP server for evidence-safe academic citation workflows, including verified-reference retrieval, Zotero duplicate detection and import, and Word export via Pandoc with zotero.lua.

Stock Analyzer MCP

Production-grade MCP server that enables AI assistants to access real-time financial market data with intelligent fallback mechanisms, supporting stock prices, comparisons, fundamentals, and market summaries via Yahoo Finance and CSV.

Similar Words MCP Server

An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.

Bayarcash MCP Server

Connects AI assistants to the Bayarcash payment gateway API, enabling users to create payment intents, check transactions, monitor revenue, and manage Malaysian payment channels through natural language.

Strato Scopus MCP

Connects Scopus to AI assistants for literature discovery. Provides tools for finding papers, experts, citation networks, and analyzing research trends.

Engram

Engram is an epistemic engine that provides persistent, confidence-ranked memory with contradiction detection and autonomous learning, enabling AI coding agents to recall and reason across projects via MCP.

MOSS XiaoZhi MCP

Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart assistants, bridging cloud AI with local camera capabilities via WebSocket.

OPNsense MCP Server

This MCP server enables AI agents to inspect and modify an OPNsense firewall via natural language, using a compact set of generic tools and a resource registry to cover 96 CRUD operations.

Finland Invoice MCP

Enables AI agents to send Finnish B2B/B2G electronic invoices (verkkolasku) over the Peppol network in Peppol BIS 3.0 format via Storecove, with tools for recipient discovery, invoice creation, and delivery evidence.

magpie-mcp

A secure web scraping MCP server for AI agents that fetches pages with token budgeting, robots.txt compliance, and injection warnings, providing parsed content like markdown, metadata, and structured data.

joo_mcp

Enables natural language CRUD operations on notes by integrating FastAPI, Gemini, and MCP.

Kerykeion MCP Server

Enables astrological chart generation including natal charts, synastry, transits, composite charts, and planetary returns using the Kerykeion library. Supports multiple output formats (text, SVG, PNG) and customizable themes, house systems, and languages.

codeparse-mcp

Parses Java and Xtend source code into a graph database and provides MCP tools for querying classes, methods, control flow graphs, and MC/DC conditions, enabling AI-driven unit test generation for ISO 26262 ASIL-D compliance.

Lanalyzer MCP Server

Provides Python code security analysis through the Model Context Protocol, enabling AI tools to detect potential vulnerabilities like SQL injection and XSS by identifying tainted data flows from untrusted sources to sensitive operations.

Apex Log MCP Server

An MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.

Notion MCP Server

我的一个 Notion MCP 服务器的实现

Langfuse MCP Server

Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.

CloudZIR MCP Server

An enterprise-grade MCP server providing integrated system prompts and context management for consistent AI behavior across development and infrastructure tasks. It enables users to access specialized prompts for code quality standards and security-first deployment guidance.

aurum-recall

A memory system for AI agents that maintains a human-readable, typed Markdown knowledge base with an always-in-context index, enabling recall, correction, and trust decay through MCP.

Emcee

Generate an MCP server for any OpenAPI documented endpoint.

Riksbanken MCP Server

瑞典国家银行数据（货币政策、SWEA、SWESTR）的 MCP 服务器

Domainr MCP Server

Enables domain name search, availability checking, and registration URL retrieval using the Domainr API. Supports intelligent domain suggestions with advanced filtering by registrar, keywords, and location for AI-assisted domain research workflows.

Robot Resources Scraper

Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.