发现优秀的 MCP 服务器

OpenStack-MCP

A Model Context Protocol server that provides 123 tools across 7 OpenStack domains (compute, network, storage, etc.) for managing cloud resources via natural language, with stateless per-caller authentication and Kolla log observability.

Anima MCP Server

Provides 77 tools for AI agent communication, enabling agents to manage emails, phone messaging, domains, and webhooks. It allows AI models to interact with the Anima platform to automate workflows and administrative tasks across various communication channels.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.

juno-mcp

Enables LLMs to interact with MGMU Juno ERP, providing tools to fetch student profile, attendance, fees, schedule, results, and search students.

Cloud Jira MCP

Enables management of multiple Jira Cloud instances through MCP, including workspace linking, issue creation and editing, workflow transitions, attachment retrieval, and administration via a web interface.

thought-graph-mcp

Enables LLMs to break down reasoning into an explicit, editable graph of thinking steps, with visualizations and the ability to revise individual steps.

niceassos-seed-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources, enabling folding and analysis of state vectors in any MCP client.

Notion MCP Server

一个模型上下文协议服务器，使 Claude 和其他大型语言模型能够与 Notion 工作区进行交互，提供诸如搜索、检索、创建和更新页面以及管理数据库等功能。

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through tools for web automation tasks like navigation, typing, clicking, and taking screenshots.

Moderator MCP Server

Allows users to manage multiple remote AI coding agents from a single Claude Code session, with a controlled execution model where operations require moderator approval.

Model Context Protocol (MCP) Example

模型上下文协议（MCP）的参考实现，支持LLM和应用程序之间的无缝工具调用。其特点是客户端/服务器架构，具有HTTP API、本地CLI执行以及AWS Bedrock集成，并且是一个生产就绪、可扩展的框架。

Respond.io MCP Server

Enables AI assistants to manage contacts, send messages, handle conversations, and manage workspace via the Respond.io API.

YAML to JSON Converter MCP Server

Provides deterministic conversion between YAML and JSON formats, enabling autonomous agents to flawlessly translate complex configurations without LLM formatting errors.

nbp-mcp

Local MCP server for the Polish National Bank (NBP) public API enabling exchange rates, gold prices, and currency conversion without authentication.

Contex

Converts any OpenAPI 3.x specification into a fully functional MCP server with OAuth 2.1 support and a purely functional architecture.

Redmine MCP Server

Provides an MCP server for interacting with Redmine's REST API, enabling LLMs to manage issues, projects, users, and time entries.

stackql

Open source SQL-native query and provisioning engine for cloud and SaaS infrastructure. Ships as a single signed binary with MCP tools for provider discovery, schema exploration, queries, and lifecycle operations.

Bitbucket Cloud MCP Server

Enables interaction with Bitbucket Cloud through 25+ tools for managing repositories, pull requests, branches, commits, issues, pipelines, and code search with OAuth 2.0 authentication.

ielts-speaking-coach MCP Server

A local MCP server that enables IELTS speaking practice by managing training selections, session reviews, practice history, and dashboard data through tools like initialize_ielts_workspace, set_training_selection, save_session_review, and get_dashboard_data, all stored locally on the learner's computer.

Unofficial UWM Mortgage Reader

A read-only MCP server for mortgage tracking that connects to UWM's portal via a browser adapter, providing summary, payment history, escrow, statements, and extra payment calculations without initiating financial activity.

Databricks Code Execution MCP

Enables AI-assisted development by running and testing code directly on Databricks clusters via natural language, then deploying Databricks Asset Bundles.

APIMatic Validator MCP Server

用于通过 APIMatic 的 API 和 MCP 验证 OpenAPI 规范的 APIMatic Validator MCP 服务器。

WalkMyPlan MCP Server

Enables users to create and edit 3D floor plans conversationally, describing rooms and layouts or uploading DWG/PDF drawings, then view them in 2D/3D via a live link.

OracleForge MCP

MCP server providing real-time crypto price feeds from Pyth Network, Chainlink, and Uniswap v3 10 tools for LLM agents and AI workflows.

Cerebras Code MCP Server

Enables planning with Claude Code and high-speed code generation using Cerebras, avoiding API limits while producing quality code with visual diffs.

gsc-mcp

Turns Google Search Console into an SEO copilot by enabling natural language queries for search analytics, URL inspection, sitemap management, and opportunity discovery.

uefn-mcp

MCP server that enables AI assistants to inspect and build Fortnite maps by driving a running Unreal Editor for Fortnite instance via Python, exposing tools for spawning actors, browsing content, and executing editor operations.

BNB Chain MCP Server

A comprehensive Model Context Protocol server that enables AI agents to interact with BNB Chain, opBNB, and other EVM networks through natural language. It provides tools for DeFi trading, DEX swaps, smart contract deployment, token operations, security analysis, and market data across multiple blockchain networks.

Ratatoskr

No-code MCP server that converts any API spec (OpenAPI, GraphQL, etc.) into MCP tools, enabling natural language interaction with APIs, TOON compression, and AI-powered response pruning with SQL post-processing.

Apple Calendar MCP

Enables Claude and other MCP clients to directly interact with macOS Calendar.app using AppleScript for local calendar management. Provides tools for listing, searching, creating, updating, and deleting calendar events without cloud APIs or CalDAV setup.