发现优秀的 MCP 服务器

NS MCP China

Connects MCP-compatible AI assistants to NetSuite ERP with easy OAuth setup. Provides tools for records, SuiteQL, saved searches, reports, and metadata.

vedetta-mcp

Market intelligence MCP server enabling AI agents to buy crypto sentiment reads, divergence verdicts, and analyst answers via pay-per-call x402 micropayments on Base.

Hatchet MCP

Enables running durable, traceable AI agents via LangGraph through a universal MCP interface, integrating with Hatchet for orchestration, logging, and retries. Provides tools for knowledge management (ingestion, RAG) and Kubernetes operations (diagnosis, auto-fix).

MCP Neo4j Cypher Server

Enables Claude to query Neo4j databases using natural language, running on Cloudflare Workers for serverless deployment.

@iamsamuelfraga/mcp-hubspot

A comprehensive MCP server providing Claude with enterprise-grade access to HubSpot CRM, including contacts, deals, quotes, workflows, and automation through 37 tools.

spectra-mcp-server

MCP server that exposes cosmology tools to LLM agents, including CLASS matter power spectrum computation, eBOSS DR14 Lyman-α forest data retrieval, and plotting capabilities.

lore

Living typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.

SystemManager

Provides system-specific metadata through a tool that returns data for a given category.

mdmem

Provides a hierarchical memory management system using Markdown files. Enables creating, reading, linking, splitting, and archiving memory files with bidirectional wikilinks, keyword+graph search, and optimistic concurrency control.

IATA-Geo-Core

Enables AI agents to query airport information and calculate Great Circle distances between global airports using IATA codes, following the FFP industry standard in statute miles.

agent-crm

Enables AI agents to manage CRM data including companies, contacts, prospects, pipelines, forecasts, and tasks via typed MCP tools, with local SQLite storage and a JSON CLI.

yagms

又一个 Gmail MCP 服务器 (Yòu yīgè Gmail MCP fúwùqì)

datetime-mcp-server

Enables querying current date and time via MCP tools, with timezone support and ISO 8601 formatted output.

mcp-dockhand

MCP server exposing the Dockhand API as MCP tools. Enables AI assistants to manage Docker infrastructure including containers, stacks, images, networks, and volumes across multiple hosts.

DocHub Architect Tool

An MCP server that helps transfer C4 diagrams from DrawIO and PlantUML into a DocHub architecture repository.

temporal-mcp

Provides AI agents with read-only access to Temporal infrastructure through 28 tools, plus an Agent Skill with expert guidance for writing correct Temporal code.

selenium-mcp-server

A Model Context Protocol server for browser automation using Selenium WebDriver, enabling LLMs and teams to automate browsers with multi-browser support and a standard MCP API.

mcp-excel

MCP 服务器赋予客户端读取 Excel 文件的能力。

mcp-nexus

Unified MCP server that bridges Tavily and Brave Search APIs with key management, rate limiting, and an admin UI for monitoring and configuration.

mcp-garmin-connect

An MCP server that gives LLMs access to Garmin Connect data, including training, recovery, sleep, stress, VO2 Max, and running summaries for personalized fitness advice.

PDF MCP Server

An MCP server that exposes PDF files as resources, page by page, over Streamable HTTP.

Antigravity Agent Config

Provides tools to manage, initialize, and synchronize standardized agent configurations and specialized workflows across various projects. It enables AI agents to access global rules and role-specific guidelines for development, design, and planning via the Model Context Protocol.

Daft.ie MCP Server

An MCP server that enables interaction with the Daft.ie API for searching rental properties and retrieving detailed information about specific rental listings.

Validate

This MCP server assists founders in customer discovery by structuring hypotheses, finding interviewees, generating call guides, and synthesizing insights to achieve product-market fit.

mcp-confluence

Enables searching, reading, listing, creating, and updating Confluence pages via natural language in GitHub Copilot.

AI Delivery MCP

Automates task delivery by providing tools for running delivery workflows, creating merge requests, updating Jira issues, and generating release notes.

bug-bounty-intelligence-mcp

AI-powered smart contract security analysis for AI agents and developers, enabling scanning of Solidity repos for vulnerabilities.

SayAll MCP

Provides read-only access to local voice-to-text transcription history from the SayAll wireless mic app on macOS. Enables MCP-compatible assistants to query and paginate past transcripts by time and app with strong privacy boundaries.

Long Run Hybrid Coach

Provides a personal hybrid running and strength training coach that integrates with Intervals.icu, offering 28-day plans, activity reconciliation, and delivery of scheduled workouts to calendars via MCP.

memory-lancedb-mcp

Enables AI agents to store and recall persistent long-term memories across sessions using LanceDB, with semantic search, automatic linking, conflict detection, and maintenance tools.