发现优秀的 MCP 服务器

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 PropTech

Enables AI agents to automate property maintenance workflows by managing tickets, sending WhatsApp notifications via Twilio, and triggering n8n automation webhooks. It allows users to query maintenance statuses, notify tenants, and escalate issues to vendors using natural language.

Remote MCP Server with GitHub OAuth

Enables remote MCP connections with GitHub OAuth authentication, providing tools like add, userInfoOctokit, and image generation (restricted) deployed on Cloudflare Workers.

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.

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.

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.

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.

@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.

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.

bug-bounty-intelligence-mcp

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

mcp-excel

MCP 服务器赋予客户端读取 Excel 文件的能力。

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.

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.

crawlgraph-mcp

MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink lookups and competitor gap analysis built on the public Common Crawl webgraph (4.4B edges, 120M domains).

PDF MCP Server

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

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.

phylokit-mcp

Phylogenetic inference server driving IQ-TREE 2, always returning per-clade bootstrap support plus model selection, tree comparison, and alignment simulation, with detailed diagnostics like conflicting clades and model uncertainty.

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.

AI Delivery MCP

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

CNAP内置功能

GitLab MCP 服务器实现 (This is a direct translation. Depending on the context, "MCP" might need further clarification. For example, if it refers to a specific GitLab feature or project, a more nuanced translation might be required.)

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.

LinkedIn MCP Server

Lets an AI assistant operate LinkedIn through an authenticated browser session, enabling profile management, posting, networking, messaging, job search, and automated applications.

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.

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.