发现优秀的 MCP 服务器

Gaffer MCP Server

Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

JamJet

Durable, agent-native AI runtime with native MCP client and server support. Rust core for performance with Python SDK for workflow authoring. Features graph-based workflows, durable execution, A2A protocol support, and multi-agent coordination.

Shopify Storefront MCP Server

Provides access to the Shopify Storefront API via MCP, enabling AI assistants to query and interact with Shopify store data such as products, collections, carts, and customer information.

mcp-mistral-queue

An MCP server that coordinates Mistral API calls across multiple processes/clients using a shared SQLite queue, enforcing automatic rate limiting and priority-based queuing.

classmcp

Multi-framework MCP server that enables AI to generate clean, semantic CSS class names (e.g., btn-primary) instead of verbose utility strings, with support for Tailwind, Bootstrap, UnoCSS, Tachyons, SSR safety, and minification for token savings.

MCP Server (deprecated)

一个模型上下文协议 (MCP) 服务器，用于 PayPal API 集成，具有改进的错误处理、全面的 API 覆盖和详细的文档。

AgentHub

A local MCP server that orchestrates multi-agent coding teams by spawning workers, delegating tasks, and managing session lifecycles through an external MCP client.

PostgreSQL MCP Server

Enables AI assistants to query and manage local PostgreSQL databases through SQL execution and schema exploration tools. It supports both read-only queries and write operations including table creation and data modification via natural language.

davinci-resolve-mcp

A Model Context Protocol (MCP) server that connects AI coding assistants to DaVinci Resolve, enabling query and control through natural language.

agent-memory

MCP server for zero-config, traceable long-term memory using SQLite, enabling agents to store, search, trace, and monitor memory with tools like memory_store, memory_search, and memory_health.

falcon-mcp

Connects AI agents with the CrowdStrike Falcon platform to programmatically access detections, threat intelligence, host management, and other security capabilities for intelligent security analysis and automation.

CodeDoc MCP Server

Enforces code quality, security, and architectural integrity by auditing, refactoring, and documenting codebases within Cursor and Claude.

MCP File Manager

Enables listing, reading, and searching local files and directories through MCP tools.

Power BI Report MCP Server

Build Power BI reports with natural language through an MCP server that connects AI assistants to Power BI's PBIR file format for creating pages, visuals, themes, and filters locally.

nexus-mcp

MCP server for the Plugin Federation Nexus control plane, enabling coding agents and humans to inspect catalogs, plugins, proposals, and run governance actions via GitHub SSO or OIDC.

korea-shopping-mcp

Enables searching, price comparison, trend analysis, and saving of Korean e-commerce products (Naver Shopping) using natural language.

Gmail Server for Model Context Protocol (MCP)

镜子 (jìng zi)

DataProbe MCP

A minimal MCP server for DataProbe data question answering and read-only SQL queries, supporting stdio and streamable HTTP modes.

actual-mcp-server

MCP server that connects AI assistants to Actual Budget for budget management, enabling natural language queries, transaction creation, and spending analysis.

freshsales-mcp

A read-only MCP server that enables AI assistants to query Freshsales CRM data (leads, contacts, deals, accounts) via search, saved views, and record lookup.

Roboflow MCP Server

A Model Context Protocol server that gives AI coding agents programmatic access to Roboflow's computer vision platform, providing tools for discovery, rapid creation, inference, workflows, and utilities.

Inventory MCP Server

Manages inventory operations using Supabase/PostgreSQL database, enabling users to add, remove, check stock levels, and list inventory items across multiple locations.

Crawl-MCP

Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

memoire

Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma or Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally.

Moodle MCP Server

Exposes Moodle data (courses, users, enrollments, grades, SCORM, completion reports) as tools for Claude via stdio or HTTP transport.

Lokka (Microsoft 365 MCP server)

Lokka 是一个用于 Microsoft Graph API 的 MCP 服务器，可用于查询和更新 Microsoft 365 租户中的所有资源。 此 MCP 服务器支持所有 Microsoft Graph API，包括更新操作（受限于您授予应用的权限）。

mytime-mcp

Remote MCP server for MY:TIME's competitive intelligence platform. Enables querying competitor e-commerce data, social metrics, and demand estimates via Claude, Power BI, and other tools.

ServiceNow MCP Lite

Connects AI assistants to a ServiceNow instance, providing tools for Table API CRUD, incident lifecycle, CMDB queries, knowledge search, and user lookup.

PromptReady MCP

Converts PDF and CSV files to Markdown from AI agents via cloud API, with browser-based Google login and saved convert defaults.