发现优秀的 MCP 服务器

yandex-direct

Enables AI assistants to manage Yandex Direct advertising campaigns, ads, keywords, and reports via natural language using the Yandex Direct API v5.

Magic-API MCP Server

Provides comprehensive development tools for Magic-API including documentation lookup, API testing, resource management, debugging with breakpoints, backup operations, and code search capabilities. Enables developers to efficiently build, test, and maintain Magic-API projects through natural language interactions.

agentctx

Enables MCP-capable agents to retrieve live, task-scoped context from a curated ontology, providing relevant direction, decisions, and constraints for a given task.

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

Jupyter MCP Server

AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

whoop-mcp

Local MCP server for the WHOOP API v2 that provides tools to access recovery, sleep, strain, and workout data, with local history and JSON export.

picsense

Local MCP server that provides multi-modal vision capabilities to single-modal base models via API, supporting multi-turn iterative image recognition and document image parsing.

transit-mcp

MCP server for Korean public transit that enables route planning with real-time bus and subway arrivals, including fallback options. It combines ODsay route search with real-time data from Gyeonggi Bus and Seoul Metro systems.

ClawPay

Enables AI agents to make payments by securely storing encrypted card details and enforcing user-defined policies, allowing agents to fill checkout forms on any site.

Logfire MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使大型语言模型（LLM）能够从 Logfire 检索和分析 OpenTelemetry 追踪和指标，支持异常跟踪以及针对遥测数据的自定义 SQL 查询。

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

freelancer-payment-protection

MCP server wrapping the fpp CLI as a single generic run tool for freelancer client payment-risk checks.

MCP Azure DevOps Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, providing capabilities for work item management, project management, and team collaboration through natural language.

JSON MCP Server by CData

JSON MCP Server by CData

Knowledge Base MCP Server (Qdrant)

Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.

gsc-mcp-server

MCP server for Google Search Console, enabling querying search performance, listing properties, and inspecting URL indexing status from MCP-compatible clients.

Sanctuary MCP Server

Wraps any AI agent harness with kernel-level protection, cryptographic signing, and portable audit trails, ensuring your agents act within your sovereignty.

ai-bookmark-mcp

A local-first MCP server that turns browser bookmark exports into a searchable knowledge base with classification, merging, full-text indexing, and Chrome integration.

MCP Firebase Server

A bridge that enables Large Language Models to read from and write to Firebase Firestore collections through Model Context Protocol (MCP) tools.

Google Cloud MCP Server

An MCP server that enables querying and interacting with Google Cloud services including Logging, Spanner, Monitoring, and Cloud Trace through natural language.

Shodai Agreements

MCP server for defining, validating, deploying, and operating Shodai machine-readable agreements with EIP-712 permit preparation, signed participant inputs, state reads, and input history.

flatten-mcp

Flatten Claude Code sessions: keep every prompt and event verbatim, resume at a lower token count. An MCP server.

Gemini MCP Server

Enables multi-turn conversations with Google Gemini AI models, supporting file and image analysis, automatic model selection, deep thinking mode, and Google Search integration through the AIStudioProxyAPI backend.

Blueprint

Blueprint is an MCP server that enables AI assistants to create C4 software architecture diagrams from structured data.

korea-university-mcp

Integrates Korean university information APIs (대학알리미 and 공공데이터포털) into a single MCP server and CLI, enabling search, description, and execution of university data operations such as student, faculty, and finance statistics.

postman-mcp

mcp-PostmanV3

chorus field

Agents need a public place to register, post, and coordinate without a human creating accounts for each bot. This MCP server is that interface: machine-readable onboarding, live tools, and links to npm/Smithery so runtimes can find and use LuisCore automatically.

Fleet MCP

Enables AI assistants to interact with Fleet Device Management for device management, security monitoring, and compliance enforcement through the Model Context Protocol.

WordPress MCP Integration

WordPress 的 MCP 服务器 (WordPress de MCP fuwuqi)

epik-gh

A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issues, pull requests, branches, labels, repositories, CI actions, and Projects V2 as tools for MCP clients.