发现优秀的 MCP 服务器

cloudflare-mcp-google-auth

Deployable MCP server with Google OAuth for remote connections, enabling authenticated tool access via Cloudflare Workers.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

laozhang-image MCP

Enables image generation and editing using laozhang.ai's OpenAI-compatible API, with tools for text-to-image and image-to-image transformations.

MCP Code Editor

A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.

sisrun-mcp

Enables AI assistants to read your SisRUN training plan with your own credentials and answer questions about prescribed workouts, like weekly coach plans, in a structured format.

psamvault-mcp

MCP server for psamvault — lets AI agents use your stored credentials without ever seeing their plaintext values.

repomap-mcp

An MCP server that generates ranked, token-budgeted code structure maps using Tree-sitter AST analysis and PageRank, enabling AI agents to quickly understand unfamiliar codebases.

reversi-mcp-apps

An MCP server that provides a Reversi game where the AI cannot cheat because game rules are handled server-side.

notion-ops-mcp

MCP server that combines Notion document search, reading, updating, and verification into single tool calls (notion_read_document and notion_publish_document), using the official Notion MCP over Streamable HTTP. Enables conflict-safe read/publish operations with OAuth/PAT authentication via local stdio.

account-pool-mcp

An MCP server that manages a pool of test accounts, leasing them out one at a time to prevent concurrent session collisions, with automatic reclamation of expired leases.

HubSpot MCP Server

Enables AI clients to seamlessly take HubSpot actions and interact with your HubSpot data through the Model Context Protocol.

MCP Hybrid Forecasting

Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.

Directus MCP Server

Enables comprehensive management of Directus instances through tools for schema manipulation, content CRUD operations, and dashboard management. It allows AI assistants to programmatically interact with collections, fields, relations, and workflow automation using the official Directus SDK.

DocNav-MCP

DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to read, analyze, and manage lengthy documents intelligently, mimicking human-like comprehension and navigation capabilities. Available Tools - load_document: Load a document for navigation and analysis - Args: `fi

markitdown-mcp

Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and stores them locally with search and retrieval capabilities.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

The Things Stack MCP Server

Enables interaction with The Things Industries LoRaWAN platform via MCP tools, supporting application, device, gateway, and webhook management.

Celigo MCP Server

Enables interaction with Celigo integrator.io API to manage integrations, flows, connections, and data operations. Supports integration lifecycle management, flow execution, and connection configuration through natural language commands.

Halo PixelBar MCP

A local MCP server for controlling an EDIFIER Halo PixelBar's ambient light, pixel screen, and hardware volume on Windows.

ARC-1

MCP server for SAP ABAP systems

MCP SSH Server

A centralized MCP server that enables LLM agents to securely execute commands and manage Linux servers via SSH.

steam-trends-mcp

Track concurrent player counts and game momentum for any title on Steam via AI assistants.

Selenix-MCP

MCP server that bridges Claude Desktop with Selenix for browser automation and testing. Enables creating, running, debugging, and managing browser automation tests through natural language via MCP.

chouseisan-mcp

MCP server to read and write events on chouseisan.com (Chouseisan), a Japanese scheduling tool, using unofficial HTTP protocol. Enables creating events, fetching schedules, and managing responses via AI agents or CLI.

Gmail MCP Server

Provides MCP clients with safe local access to read, search, and send Gmail messages using token-efficient outputs and explicit permissions.

MCP Debugger Tools

A VSCode extension that enables AI agents to programmatically control VSCode's debugging features through the Model Context Protocol (MCP).

Tesseron

Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.

bd-explore

Enables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.

Python Code Validator

Validates AI-generated Python: syntax, lint, security scan and deterministic repair.

Recon

Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.