发现优秀的 MCP 服务器

Mural MCP

MCP server for interacting with Mural's public API, enabling browsing and management of workspaces, rooms, murals, and widgets within Mural.

unsplash-mcp

An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.

Total CMS MCPB

Connects Claude to Total CMS sites, enabling search, browsing, and management of content via the site's built-in MCP server. Supports both public and authenticated access using an API key stored securely.

PapersFlow

Turn any AI agent into an academic researcher that can search, read, cite, and write full literature reviews autonomously.

ChEMBL MCP Server

A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity database as tools for searching compounds, retrieving bioactivity data, target compounds, and ADMET properties, usable by Claude and ChatGPT.

aijewelleryMCP

Enables ChatGPT to invoke tools and render widgets via the Model Context Protocol, using a Next.js application with OpenAI Apps SDK integration.

Kerry MCP Tools Collection

A comprehensive MCP server collection designed for Cursor that provides system information queries, personal profile management, web search capabilities, and weather forecasting. Enables users to access hardware details, manage resume data, search the web, and get weather updates through natural language interactions.

VSCode Language Server MCP Extension

Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.

Anchorr MCP

MCP server for Anchorr, an agent-native CRM, providing 25 tools for managing contacts, companies, deals, sequences, activities, and enrichment with a shared cache and per-call audit.

CircleCI MCP Server

Enables natural language interactions with CircleCI through Model Context Protocol, allowing users to retrieve build logs, find flaky tests, check pipeline statuses, and manage workflows without leaving their IDE.

MCP Server

A Python backend implementing the Model Context Protocol with Azure OpenAI integration, enabling applications to interact with LLMs through a standardized interface with streaming capabilities.

mcp-notebooklm

Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listing, finding, and querying notebooks with grounded answers.

systems-thinking-mcp

Provides systems thinking models as composable analysis lenses for architecture, infrastructure, DevOps, incident analysis, and technical decision-making.

Wraith MCP Server

Provides an MCP-native agent browser that enables autonomous agents to perceive and interact with web pages through stealth browsing, identity borrowing, and WAAP detection.

Arcane Docker MCP Server

Enables managing Docker environments through Arcane via natural language, providing tools for containers, images, volumes, networks, and Docker Compose stacks.

google-suite-mcp

Read and write Google Sheets, Docs, Drive, and Apps Script from any MCP client. 82 tools with OAuth2 auth, tested against live Google APIs.

Document Extractor MCP Server

Extracts and stores documentation content from Microsoft Learn and GitHub URLs into PocketBase with full-text search, metadata preservation, and automatic collection management for easy retrieval and organization.

MCP AI Server

A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.

agency-mcp-server

On-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents. 150x reduction in context usage vs loading agents locally.

OPTIX: Operational Platform for Threat Intelligence Exploration

A standalone Python/FastAPI server that implements the Model Context Protocol (MCP) for the OPTIX threat intelligence platform. It exposes 26 analyst-friendly tools that AI assistants and programmatic consumers can use to query threat feeds, search documents and indicators, manage watchlists, triage IOCs, generate detection rules, trigger AI research, and produce intelligence reports.

Symbols Awakening MCP

A symbolic reasoning engine that enables symbolic ontology operations through an MCP server.

Interactive Feedback MCP

Provides interactive user feedback capabilities for AI assistants, helping reduce excessive tool calls by prompting users for feedback before completing tasks.

pesties-mcp

MCP server for Pesties.au pest control booking (Gold Coast, Logan, South Brisbane, Australia). 7 tools including signed quote tokens and two-phase booking commit.

mcp-gmail

MCP server that connects Claude with Gmail to read, send, delete, and manage messages and labels via the Google Gmail API.

renpy-mcp

Enables AI assistants to create and manage Ren'Py visual novel projects, including adding labels and characters, validating syntax, and running projects via the Ren'Py SDK.

SEFAZ GO DEC: Caixa Postal MCP

MCP server for consulting SEFAZ GO DEC Caixa Postal from official sources, enabling tax mailbox queries through natural language in MCP-compatible clients.

fb-messenger-mcp

MCP server for interacting with Facebook Messenger API, enabling message sending, receiving, and management through natural language.

slskd-mcp

An MCP server that gives AI agents full control over slskd, a modern Soulseek client, enabling search, download, browse peers, monitor transfers, and manage the slskd instance.

datacloud-code-mcp

A Salesforce Data Cloud MCP server using Cloudflare Code Mode, enabling agents to discover and execute Data Cloud operations via a two-step search-and-execute loop with JavaScript code.

Example MCP SSE Server

A Model Context Protocol server that enables real-time communication using Server-Sent Events (SSE), providing standardized model management and resource templating capabilities.