发现优秀的 MCP 服务器

PostgreSQL MCP Server

A standardized Model Context Protocol server for interacting with PostgreSQL databases, enabling full CRUD operations, schema management, and database introspection.

TwinCAT Validator MCP Server

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

NexusAPI

NexusAPI provides a suite of 18 compute tools for AI agents, including web scraping, sandboxed Python code execution, and NLP processing. It enables agents to perform complex tasks like sentiment analysis, image manipulation, and data extraction through a unified interface.

HoudiniMCP

Connects Claude AI to Houdini through the Model Context Protocol, enabling direct interaction and control for 3D modeling, scene creation, simulation, and rendering.

mcp-techTrend

MCP server pulling academic publications (arXiv, PubMed, HF Daily Papers), trending code (GitHub, HF Hub), and medical-device regulatory data (FDA 510(k), recalls) into newspaper-style briefings. Per-category round-robin, weighted configuration, sandbox-safe Python launcher.

quantum-jitter-labyrinth

Short Description (概要): An MCP server providing quantum-inspired entropy injection and topological graph-search tools (explore_quantum_labyrinth) to help LLM agents escape decision-space local minima.

Weather Prediction MCP Server

Provides current weather, forecasts, and travel recommendations via Open-Meteo, and connects to Databricks agents through FastMCP.

GauntletCI-MCP

MCP server that integrates GauntletCI to analyze behavioral change risk in commits, providing findings as text, JSON, or SARIF reports for AI assistants.

tokencost-dev

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM. An MCP server that gives AI assistants accurate, up-to-date model pricing from the LiteLLM community registry. Look up pricing and capabilities for any LLM with fuzzy matching, estimate costs for token volumes, and compare models by provider, context window, or mode.

freshbooks-mcp

MCP server for FreshBooks, providing tools to browse and manage invoices, clients, estimates, payments, expenses, projects, and time entries. Handles OAuth2 authorization and token rotation, enabling Claude to interact with FreshBooks accounting via natural language.

package-intel-mcp

Provides software supply-chain intelligence for AI agents, enabling them to query package metadata, versions, downloads, dependencies, and health signals for npm, PyPI, and crates.io packages without API keys.

apk-docforge

Enables local-first static and optional controlled dynamic analysis of Android APK artifacts, with provenance-aware downloads, Markdown reports, and structured security findings via MCP stdio tools.

Kimi Coding MCP

Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching and content retrieval. It enables LLMs to perform targeted searches and crawl web pages using standardized interfaces.

cite-mcp

从 CiteAs 和 Google Scholar 轻松检索引用数据。只需几个命令，即可获取 BibTeX 格式的资源引用。通过将引用检索直接集成到您的应用程序中，增强您的研究工作流程。

skillsearch-mcp

Semantic skill-library search MCP server that finds relevant skills or Markdown knowledge files from local directories using embeddings, SQLite vector storage, and Reciprocal Rank Fusion.

carry

Enables syncing a context pack between Claude Code and Claude mobile via a remote MCP server, allowing users to push instructions from their repo and read them on mobile.

Tigo Energy MCP Server

A Model Context Protocol (MCP) server that provides comprehensive access to Tigo Energy solar system data and analytics. It enables AI assistants to interact with your Tigo solar monitoring system to retrieve production data, performance metrics, system health information, and maintenance insights.

book-crawler-mcp

A server for automated crawling of academic papers and GitHub repositories, downloading PDFs, extracting content, AI-generating Gumroad product descriptions, and publishing to Gumroad.

quick-media-mcp

MCP server for screen recording and screenshots, bridging Claude Code with Chrome extensions.

MCP Feedback Collector

Enables AI assistants to collect interactive user feedback through a modern GUI that supports text input, multiple image uploads (via file selection or clipboard paste), allowing users to provide comprehensive feedback with screenshots and comments.

iceDQ MCP Server

Enables managing the full data quality lifecycle through Claude Desktop, including data exploration, profiling, validation, duplicate detection, reconciliation, workflows, schedules, and execution monitoring.

HubSpot MCP Server

一个模型上下文协议服务器，提供与 HubSpot CRM 交互的工具，允许用户创建、更新、删除和获取存储为 HubSpot 中“备注”互动记录的摘要信息。

usda-mcp

An MCP server that provides a USDA-accurate food database with deterministic macro math, enabling tools like list_foods, get_food, calculate_macros, filter_by_diet, build_meal, and list_available_tags. It allows Claude to look up nutrition facts and solve for exact macro targets offline, without AI or network.

shop-mcp

A read-only MCP server that lets AI agents run safe, specialized analytics over an internet shop's SQLite database, covering customers, products, orders, and revenue. It exposes no generic SQL or write tools, so agents can answer questions without modifying data.

flickr-mcp-server

An MCP server that integrates AI assistants with the Flickr API, enabling management of photos, albums, groups, and contacts via natural language commands.

News MCP Server for VnExpress

Enables AI agents to interact with VnExpress news content through RSS feeds, advanced search with filters, and clean article text extraction for Vietnamese news consumption.

Rede Celcoin MCP

Enables AI assistants to query Rede Celcoin account balances, statements, credit card bills, and investments via Open Finance Brazil (read-only, regulated by the Central Bank).

telegram-channel-mcp-server

Enables publishing and managing posts in a Telegram channel via the Bot API, including text, media, polls, paid content, and editing/deleting/pinning.

Jarvis MCP Server

MCP server providing time retrieval and echo tools, running as an independent network process over Streamable HTTP.

remote-cmd-mcp-server

在远程服务器上执行预配置的命令，每个命令自动注册为MCP工具，无需先查询再执行。