发现优秀的 MCP 服务器

Domain Check MCP Server

一个模型上下文协议 (MCP) 服务器，用于使用 IONOS 端点检查域名可用性。 (Or, a slightly more formal/technical translation:) 一个模型上下文协议 (MCP) 服务器，用于通过 IONOS 端点来验证域名是否可用。

SP Database MCP Server

A Model Context Protocol server that provides real-time database schema information to AI assistants, supporting both low-code system schema queries and traditional database metadata queries.

T5Chem MCP Server

Enables chemical reaction predictions (retrosynthesis, product, reagents), molecule validation, and property calculation through the Model Context Protocol, integrating with AI assistants.

Freelo MCP Server

Integrates with Freelo project management API to retrieve task details, list subtasks with completion status, and download files from task comments.

notebooklm-mcp-multiprofile

Enables AI agents to manage Google NotebookLM notebooks, sources, and generate podcasts/videos through the MCP protocol, with support for multiple Google accounts.

Pokemon MCP Server

Simulates a Pokemon battle system by providing tools for managing Pokemon, executing turn-based combat, and analyzing type effectiveness. It enables AI models to facilitate interactive battles, generate random creatures, and implement complex battle strategies.

filesystem-mcp

A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes via URIs and tools.

Slack MCP Server

Gives AI agents full Slack access via session tokens, requiring no app registration, admin approval, or OAuth.

MCP Container Tools

An MCP server for managing and monitoring Docker, Docker Compose, and Kubernetes environments alongside Azure Application Insights. It enables advanced log filtering, container lifecycle management, and querying of cloud application traces and metrics.

mcp-marine

Provides access to marine weather data from Open-Meteo's free API through natural language queries via Pipeworx MCP gateway.

Memo MCP

Enables LLMs to search and retrieve personal journal entries using RAG, and add new entries with date filtering and multiple vector stores.

Grasshopper MCP サーバー

用于 Rhinoceros/Grasshopper 集成的模型上下文协议 (MCP) 服务器实现，使 AI 模型能够与参数化设计工具交互。

fiware-orion-mcp

MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 context entities like IoT devices, sensors, and vehicles.

OSF CLI Go

Read-only MCP tools for authenticated Open Science Framework projects, components, files, and contributors.

Deepgram Async MCP Server

Enables asynchronous transcription of long audio and video files using Deepgram's Speech-to-Text API with features like speaker diarization, sentiment analysis, topic detection, and summarization without timeout issues.

Mapify MCP Server

Enables AI assistants to generate interactive mind maps from text, YouTube videos, and web content using Mapify's API.

youtube-mcp

MCP server for YouTube Data API v3 enabling video search, channel lookup, trending content, comments, and playlist management.

Tributary MCP Server

Enables AI agents to share persistent, conflict-safe memory by providing tools to recall, learn, reinforce, and retire lessons, using CockroachDB for storage and AWS Bedrock for embeddings.

FastMCP Documentation & Web Scraping Server

Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

Mcp Servers

MCP 服务器 (MCP fúwùqì)

MCP Internet Server

Enables web search and webpage content fetching with SSRF protections, returning structured results.

ak-mcp

Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

CloudForge MCP Server

Enables AI assistants to visualize cloud architecture diagrams, generate and import Terraform HCL, and manage infrastructure resources directly from chat through the CloudForge platform.

Intercom MCP Server

An MCP server that exposes Intercom tools to Claude Desktop and sends a daily support report via email.

ukr-vitalinguist-mcp

Provides Ukrainian language grammar checking, surzhyk detection, authentic phrasing, and English-to-Ukrainian rendering through curated linguistic data.

ctx4-ai

MCP server for portable context management across AI assistants, providing tools to store and retrieve persistent context, instructions, and execute sandboxed bash commands with automatic git commits, using OAuth 2.1 and magic link authentication.

@topazlabs/mcp

AI image enhancement for LLMs. An MCP server that lets Claude and other AI assistants enhance images using Topaz Labs AI models.

VeritasGraph

Zero-trust, air-gapped Enterprise GraphRAG MCP server. Build knowledge graphs from local documents and run multi-hop, citation-grounded queries entirely offline with Ollama.

SEC-MCP

MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware financial extraction and BERT-based NLP.