发现优秀的 MCP 服务器

Enhanced Memory MCP Server

A high-performance memory management system for AI agents with 200+ tools including 4-tier memory architecture, advanced RAG pipeline, and Git-like versioning.

GitHub MCP Server

通过 GitHub API 实现与 GitHub 的交互，支持文件操作、仓库管理、高级搜索和问题跟踪，并提供全面的错误处理和自动分支创建功能。

CaseMargin MCP Server

Exposes support case reasoning tools — generate structured case briefs and check escalation readiness from any MCP-compatible AI client.

my-kifrs-mcp

Personal MCP server that wraps K-IFRS, K-GAAP, auditing standards, and Q&A from kifrs.com and FSS, providing 16 tools for search, citation verification, and feedback.

Snowflake Stored Procedure Integration

Enables execution of Snowflake stored procedures through the MCP server by providing a framework to define, manage, and call procedures from specific schemas or individual procedures.

agentic-research

Enables AI agents to perform deep web research by searching, fetching, chunking, retrieving, and synthesizing cited answers from exact source passages via a deep_research tool.

MCP Vector Proxy

A semantic proxy that reduces AI agent token usage by exposing only three core tools and using local vector embeddings to search for and execute hundreds of underlying MCP tools. It streamlines communication between agents and MCP Routers by identifying relevant tools through natural language queries.

mcp_arena

A production-ready Python library for building MCP servers with agent orchestration and domain-specific presets for platforms like GitHub, Slack, and Notion.

Enhanced Power BI DAX MCP Server

A comprehensive MCP server for Power BI DAX query execution, validation, optimization, and intelligent assistance with tools for schema analysis, template generation, and health monitoring.

ElevenLabs Text-to-Speech MCP

通过模型上下文协议将 ElevenLabs 文本转语音功能集成到 Cursor 中，允许用户在 Cursor 编辑器内使用可选择的声音将文本转换为语音。

Norish MCP Server

A Model Context Protocol server that connects AI assistants to the Norish recipe management API for recipe browsing, meal planning, and grocery list management.

Railway MCP Server

Enables interaction with Railway cloud platform through the CLI to manage projects, services, deployments, and environments. Supports creating projects, deploying templates, managing environment variables, and monitoring logs through natural language commands.

DuckDuckGo MCP Server

Enables AI assistants to perform real-time web searches, fetch webpage content, and get search suggestions using DuckDuckGo's privacy-focused search engine.

eazy-ba

Captures and organizes requirements as markdown, tracks relationships between personas, requirements, use cases, and user stories.

QRCode_MCP

一个 MCP 服务器，可以生成可自定义的二维码，并提供尺寸、颜色、纠错和边距设置选项。

YoutuberBox

MCP server for faceless YouTube video automation, turning LLM-authored scripts into narrated, captioned videos with AI-generated images and motion.

agentek-eth

一个提供加密货币研究和基于以太坊的自动化工具的 MCP 服务器。

MySQL-MCP

一个连接器，通过模型上下文协议使 Claude 能够直接访问 MySQL 数据库，从而实现自然语言查询、模式探索和数据库管理。

MCP Odoo Server

Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC for performing CRUD operations and managing modules. It supports advanced features like domain-based searching, field metadata inspection, and administrative task execution.

knowledgebased

Provides semantic search and a tag-based knowledge graph for any project, auto-discovering local markdown knowledge bases with YAML frontmatter.

TIDAL MCP: My Custom Picks

An MCP server that enables highly personalized music recommendations from TIDAL based on custom criteria, allowing users to create and manage playlists directly in their TIDAL account.

mcp-sql-guard

Validates SQL queries via AST parsing, ensuring they are single read-only SELECTs on allowed tables with enforced LIMITs, and masks PII columns based on user roles. Provides a tamper-evident audit log and runs fully offline.

InstantDB MCP Server

提供一个只读界面，用于查询 InstantDB 数据，并提供工具来执行查询和根据预定义模式检索示例。

whimsicality-mcp

Provides persistent memory for AI agents, including context storage, facts, plans, RAG search, code snippets, and conversation compaction, enabling state to survive across sessions and processes.

pagerduty-mcp

Enables PagerDuty incident response operations including listing incidents, acknowledging and resolving incidents, looking up on-call schedules, and listing services.

Runoob MCP Server

Enables users to search, retrieve, and browse tutorials from Runoob (菜鸟教程), including listing categories and hot tutorials.

MCP Google Server

提供使用 Google Custom Search API 的网页搜索功能，使用户能够通过模型上下文协议服务器执行搜索。

LLM_MCP

构建用于 LLM 的 MCP 客户端和服务器 (Gòu jiàn yòng yú LLM de MCP kèhùduān hé fúwùqì)

MCP SPARQL Server

Enables AI assistants to query semantic data via SPARQL endpoints, with support for multiple output formats and caching.