发现优秀的 MCP 服务器

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research using the Exa AI Search API. Provides comprehensive web information retrieval capabilities in a safe and controlled manner.

Image Analysis MCP Server

Provides Claude with detailed image inspection capabilities, including metadata extraction, histogram analysis, tonal and color analysis, sharpness detection, and more, supporting both standard and RAW formats.

Context File MCP Service

Manages AI context files from local directories and GitHub repositories with file watching, tag-based organization, and full-text search.

Local LLM MCP server

A Node.js MCP server that exposes utility and sample HRMS tools over Streamable HTTP with shared bearer-token authentication, enabling local LLM gateways to call them in read-only mode.

Canvas MCP Server

A remote MCP server for querying Canvas LMS courses, assignments, and grades. Enables natural language interaction with Canvas data via MCP clients like Claude Desktop.

Substack MCP

Enables managing Substack publications: publish Notes and posts, manage drafts, pull analytics, and read any publication's public feed via MCP.

maps-scrapper

Enables AI assistants to search and scrape Google Maps places data (name, rating, address, etc.) directly without an API key.

Infoway MCP Server

Gives AI assistants access to real-time financial data including stock prices, crypto, forex, market sentiment, sector analysis, and company fundamentals via the Infoway API.

HCM MCP Server for Oracle Fusion Cloud (unofficial)

An MCP server that lets AI models interact with Oracle Fusion Cloud HCM across its entire REST surface. It uses generic, schema-aware tools to dynamically discover licensed modules and resources without per-endpoint code.

packet-coders-mcp

A local MCP server for interacting with a network lab, supporting read-only and configuration tools for devices like Arista EOS switches.

prolog-mcp

MCP server wrapping SWI-Prolog for symbolic reasoning, enabling coding agents to assert facts and query rules deterministically.

GitHub PR Context MCP

Retrieves historical pull request context from GitHub repositories and provides it to IDE agents for reasoning, review, and code generation without modifying files.

Moyasar MCP Server

Payments for AI agents. A Stripe-style MCP server for Moyasar — Saudi Arabia's payment gateway — that lets Claude create payment links, check transactions, and issue refunds in plain Arabic or English.

Prowler MCP Server

Analyzes Prowler security scan results for cloud environments, providing detailed security analysis and summary reports through Claude Desktop.

Skyflow PII MCP

Remote MCP server for PII detection, de-identification, tokenization, and re-identification using a Skyflow Vault.

StudyPilot MCP Server

Exposes course documents as searchable resources and provides tools for reading, study task management, and source-grounded quiz prompts. Supports hybrid retrieval and integration with DeepSeek-based agents.

cdmx-mcp

Provides direct access to Mexico City's open data including crime, 911 calls, air quality, ECOBICI bike sharing, and business registries through Claude without requiring data ingestion code.

aruba-fatturazione-elettronica-mcp

Exposes read-only Aruba Fatturazione Elettronica API operations for managing electronic invoices, notifications, and providing fiscal document helpers.

neighbors

Enables multiple Claude Code sessions to communicate and coordinate through broadcast and peer-to-peer messaging.

cloudflare-mcp-google-auth

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

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.

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.

agentops-mcp-server

AgentOps SDK 的官方 MCP 服务器

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).

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.

MCP Debugger Tools

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

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.

Halo PixelBar MCP

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