发现优秀的 MCP 服务器

bamboohr-mcp

Enables natural language interaction with BambooHR to manage employee records, time off, hiring, and benefits. It provides 74 tools and pre-built workflows to automate HR operations like onboarding, reporting, and performance tracking.

Dependency Tracer MCP Server

Maps function and component dependencies in Haskell and ReScript codebases, providing LLMs with a real dependency graph for accurate test generation and change-impact analysis.

Phala Network MCP Server

Enables interaction with Phala Network's confidential computing infrastructure, including TEE worker management, AI agent deployment in secure enclaves, and blockchain operations.

db-mcp

Enables LLM agents to query databases with read-only access, while requiring human approval for writes through a token-based confirmation system.

rubyhash-mcp

Enables comparing Ruby hash literals and converting Ruby hashes to JSON with deterministic diff reports, running locally for privacy.

compliance-aiops

Converts audit trails from AIops agents into framework-mapped, tamper-evident compliance evidence bundles for HIPAA, PCI-DSS, SOC 2, and GDPR.

memory-bank-mcp-mongodb

MCP server for MongoDB-powered memory bank management with multi-project isolation, version control, and real-time statistics.

Miftah

A local MCP auth wrapper and credential broker for multi-account workflows, enabling profile switching, secret injection, and policy enforcement for upstream MCP servers.

lab-modbus-mcp

MCP server for Modbus RTU/TCP instrument control, enabling query and write operations on Modbus registers through a standardized interface, supporting both standalone use and integration with lab-executor.

mcp-google-tasks

Enables AI assistants to manage Google Tasks (list, create, complete, delete tasks) through the Model Context Protocol.

Bitcoin SV MCP Server

A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.

Search-Apple-Docs

Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.

FastPospal

FastPospal is a Python SDK and MCP server for the PosPal Web backend, enabling AI agents to manage products, members, inventory, and logistics through natural language commands.

Crypto MCP Server

Provides real-time and historical cryptocurrency market data using ccxt, enabling price tracking and alerts through the Model Context Protocol.

WinCommander

Turns any Windows device into a remotely controllable MCP toolset, allowing a mobile AI agent to execute CLI, GUI, browser, and system commands on Windows without an API key.

InspireHEP MCP Server

An MCP server that integrates InspireHEP high-energy physics literature with LLMs. Search papers, explore citations, retrieve author metrics, and generate formatted references.

Image Generation MCP Server

镜子 (jìng zi)

eBird MCP Server

A Model Context Protocol server that allows AI assistants to access bird observation data, hotspots, and taxonomy information from eBird.

Telegram MCP Server

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

unhollow

Provides semantic search over project knowledge layers (memories, wiki, docs) using local embeddings, enabling AI coding agents to recall relevant context without external API calls.

@maheidem/linkedin-mcp

Integrates with Claude to enable LinkedIn post creation, profile optimization, content generation, and analytics through natural language.

Employee Leave Management MCP Server

Enables managing employee leave through natural language, including applying, approving, rejecting, and canceling leave, checking balances, and listing requests, using an in-memory data model.

Gemini Search MCP

Enables AI-powered web searches using Google's Gemini 2.5 models with Google Search Grounding. Supports multiple Gemini models (Flash, Flash-Lite, Pro) with configurable thinking budget and web search capabilities.

Work-Timer

An MCP server for time tracking and billing that allows freelancers to control timers, manage projects, and export invoices via natural language in any MCP-compatible AI assistant.

Netmind Code Interpreter

Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.

dump-analyzer-mcp-server

MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze crash dumps via CDB commands through standard MCP interfaces.

knife4j-mcp

MCP server that converts OpenAPI documentation to Markdown with tolerant parsing, enabling LLMs to batch query and explore APIs.

DataCite Librarian MCP

Enables repository QA, funder compliance, CSV index analytics, search/facets, and exports over DataCite monthly and public datafiles, all run locally with stream-read performance.

Obsidian MCP Server

Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted Zettelkasten workflows including creating atomic notes, searching content, managing links and tags, and performing precise content editing operations.

Google Workspace MCP Server

A Model Context Protocol server that gives Claude access to Google Workspace including Gmail, Calendar, Drive, Contacts, Sheets, Docs, Slides, Tasks, and 100+ APIs via the gws CLI.