发现优秀的 MCP 服务器

mcp-rag

Enables retrieval-augmented generation over a local markdown corpus, allowing grounded, cited answers via an MCP tool or CLI.

Filesystem MCP Server

一个模型上下文协议服务器，通过标准化的工具接口提供文件系统操作、分析和处理能力。

Modular RAG MCP Server

Enables building production-grade RAG systems with agentic reasoning, hybrid retrieval, and MCP protocol integration for use with Claude Desktop.

Poetry MCP Server

Manages poetry catalogs with state-based tracking, thematic connections via nexuses, quality scoring across 8 dimensions, and submission tracking to literary venues, treating poems as artifacts with metadata stored in markdown frontmatter.

GitHub Dev Copilot

Enables AI agents to interact with GitHub via MCP, managing repositories, issues, PRs, and analyzing repository health through tools like list_repositories, read_issues, create_issue, comment_on_pr, and analyze_repo_health.

Multimodal MCP Server

Enables MCP-compatible clients to leverage OpenAI's multimodal capabilities (vision, image generation, speech-to-text, text-to-speech) through file-oriented tools with a security-first architecture.

Codex Native Memory

Provides local cross-session memory for Codex by importing transcripts, indexing in SQLite, and exposing search, context, and memory management through MCP tools.

Unified Memory MCP

Local explicit memory vault exposing MCP tools for storing, searching, and managing memories, providing a shared memory layer for agents like Codex and ChatGPT.

expert-mcp-server

Enables MCP-compatible agents to query beliefs, search documents, and explore reasoning chains from expert-service knowledge bases.

playLocal MCP

Enables to generate day trip itineraries in Korea using real-time public data from Korea Tourism Organization, weather, and congestion APIs.

MCP Server for EAI Services

Implements a Multi-Channel Platform Server that integrates with existing Enterprise Application Integration services, providing tools and endpoints to securely fetch network reports and access management features.

RyanNg

Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code through MCP, and coding agents, such as Kimi K2.

OpenAI MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器的实现，它支持 OpenAI API 和 MCP 客户端之间的连接，从而实现编码辅助功能，包括命令行界面（CLI）交互、Web API 集成和基于工具的架构。

fengchong-demo

风虫演示 (Fēng chóng yǎnshì)

Document Intelligence MCP Server

Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.

MCP Brain Service

Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

picoclaw-mcp-server

Enables browser automation with stealth features, GitHub integration, and persistent opencode repository access through MCP tools.

LI.FI MCP Server

集成了 [LI.FI API]( 的 MCP 服务器

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

servarr-analytics-mcp

Provides a structured data interface for Servarr apps (Sonarr, Radarr, Prowlarr) enabling health checks, analytics, simulations, backups, and guarded write operations.

MCP Google Analytics Server

Enables comprehensive integration with Google Analytics 4, allowing users to read analytics reports and send custom events through both the Data API and Measurement Protocol v2.

ble-fleet-mcp

MCP server for managing large fleets of BLE devices with connection pooling, scheduling, retries, and partial-failure handling. Enables AI agents to run fleet-level reads/writes without worrying about radio connection limits.

OpenMCPSever

MCP服务器的开源版本

github-actions-audit

Audits GitHub Actions workflow files for supply-chain risks like script injection, leaked tokens, unpinned actions, and broad permissions.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

paprika-mcp-server

Gives AI assistants access to your Paprika Recipe Manager data by unpacking recipe archives and serving them via MCP.

BitBooth MCP

Multi-chain x402 payment gateway enabling AI agents to pay per HTTP call with real on-chain settlement across 5 mainnet chains, providing 18 paid endpoints for utilities, data, and security.

keycae-mcp

Argentine electronic invoicing (facturación electrónica) MCP Server for ARCA/AFIP. Emit invoices, manage credentials, check delegations, and look up taxpayers. 10 tools.

k-data-mcp

MCP server for Korean market data with metered USDC payments, providing kimchi premium, translated headlines, Upbit KRW markets, and USD/KRW rates.

qb-mcp

An MCP server that enables AI agents to interact with QuickBooks Online accounts to manage invoices, customers, payments, and financial reports. It provides 20 tools to automate accounting workflows and retrieve financial data through natural language interfaces.