发现优秀的 MCP 服务器

gemini-mcp

Minimal MCP server that provides access to Google's Gemini API with Google Search grounding for up-to-date information through a single ask_gemini tool.

Cannabis Regulatory Intelligence MCP Server

Enables querying cannabis testing limits, controlled substance schedules, and compliance requirements across US states, UN/EU, and Health Canada jurisdictions with source-linked data.

ncm-mcp-server

MCP server for NetEase Cloud Music, enabling Claude to search songs, add and switch tracks, accept listen-together invites, and send private messages via encrypted API calls.

Pet Grooming Analytics MCP

A read-only MCP server that connects to a pet-grooming database, exposing secure analytics tools for customers, pets, appointments, services, and payments.

Powerdrill

一个 MCP 服务器，提供与 Powerdrill (https://powerdrill.ai/) 数据集交互的工具，从而实现智能 AI 数据分析和洞察。

Verity

A multi-agent verification MCP server that uses cross-family LLM critics, NLI, and consistency checks to minimize hallucinations and false claims in LLM outputs.

NeuronScope MCP Server

MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.

MCPSharp

MCPSharp 是一个 .NET 库，它可以帮助你构建模型上下文协议 (MCP) 的服务器和客户端。MCP 是 AI 助手和模型使用的标准化 API 协议。

ProGear MCP Servers

Enables MCP clients to query and manage basketball-equipment inventory, customers, sales orders, and pricing through four secured domain-specific endpoints using Okta authentication.

platform-mcp-stub

Demonstrates agent-native platform onboarding with human-in-the-loop API key provisioning, plus live usage and rate-limit queries via Anthropic Admin APIs.

o1-mcp

Provides access to live swap quotes and routing on the Base network via the o1.exchange DEX aggregator. Read-only and safe by default, it returns routing data and unsigned calldata for you to sign in your own wallet.

MCP Tool Auditor

Audits MCP tool descriptions for quality and reliability, scoring them 0-100, detecting smells, and providing rewritten versions for better agent accuracy.

JIRA MCP Tools

一个模型上下文协议 (MCP) 服务器，它通过 Claude Desktop 实现与 JIRA API 的交互，允许用户使用自然语言命令来搜索、创建、更新和管理 JIRA 问题。 Alternatively, a slightly more concise and natural translation: 一个模型上下文协议 (MCP) 服务器，通过 Claude Desktop 集成 JIRA API，使用户能够通过自然语言命令搜索、创建、更新和管理 JIRA 问题。

MCP Expertise Toolkit

A template for building MCP servers that codify domain expertise into AI-accessible knowledge bases, deployable on Cloudflare Workers for AI assistants like Claude to query.

MCP Social Network

The world's first social network accessible only through AI coding agents, enabling developers to connect, share posts, and engage with others without leaving their coding environment.

FirstCycling MCP Server

提供来自 FirstCycling 的专业自行车数据，允许用户通过自然语言查询检索关于自行车手、比赛结果、历史自行车数据和车队信息的全面信息。

AgentAnycast

Discover and communicate with AI agents over encrypted P2P networks. Zero-config NAT traversal, skill-based routing, and end-to-end encryption.

Obsidian Memory MCP

Stores AI memories as Markdown files for visualization in Obsidian's graph view, allowing users to create knowledge graphs with entities, relations, and observations.

strateegia-mcp

Remote MCP server that exposes the Strateegia Projects API, enabling users to manage projects, journey maps, and collaborative points via natural language in MCP clients like Claude, Cursor, and ChatGPT.

MySQL MCP Server

A Model Context Protocol server that connects to MySQL databases, allowing execution of SQL queries, table listing, and schema inspection through Claude Desktop.

mcp-kettlelogic

A read-only MCP server that exposes Kettle Logic's published whitepapers, playbooks, and industry pages to AI agents through tools and resources, fetching content live from the public website.

docx_mcp_server_ts

Enables programmatic processing of DOCX/OOXML files through MCP, covering text, tables, images, headers/footers, structured data tags, comments, and track changes.

Idealista7 MCP Server

Enables access to Idealista API for searching and retrieving property listings across Spain, Portugal, and Italy. Supports various property types including homes, apartments, garages, commercial properties, offices, and land with detailed filtering options.

mcpserveraitools

刚刚发布了一个“模型上下文协议”（MCP）服务器，基本上就是JARVIS，但更有个性，而且没有英国口音！ 等机器人起义发生时，我肯定会在他们的“处理过这个人类的奇怪问题”名单上。

MCP-RoCQ

MCP-RoCQ 与 Coq 证明助手集成，通过 XML 协议通信实现自动依赖类型检查、归纳类型定义和属性证明。

fsnb-mcp

Offline MCP server for querying Russian construction normative rates (FSNB-2022/GESN) via SQLite with full-text search.

aiida-mcp

Control plane for AiiDA projects, managing project bindings and worker lifecycles, and exposing an MCP endpoint for the AiiDA ChatGPT plugin.