发现优秀的 MCP 服务器

Smart Connections MCP Server

Enables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.

mcp-browser-use

一个 MCP 服务器，它使用 browser-use 将任何 MCP 客户端（例如 Claude 或 Cursor）与浏览器连接起来，从而允许客户端利用现有的 LLM，而无需额外的 API 密钥。

pref_rs_canela_cnd

MCP server for querying municipal debt clearance certificates (Certidão Negativa de Débitos) from the Canela/RS city government. Enables read-only certificate lookups via natural language in MCP-compatible clients.

PsiAnimator-MCP

Enables quantum physics simulations and visualizations by integrating QuTip for quantum computations with Manim for generating publication-quality animations of quantum states, circuits, and dynamics.

Knowledge Graph MCP Server

Enables fast code analysis and navigation through hybrid semantic search, graph-based relationship tracking, and structure exploration across multiple programming languages with optimized indexing for large codebases.

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.

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.

mcpSovereign SDK

A two-sided marketplace that enables AI agents to buy and sell datasets, prompt packs, and MCP tools using Bitcoin Lightning for instant settlement. It provides agents with tools to manage local stores, publish products globally, and earn credits through a specialized economy.

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.

speckitmcp

MCP server that integrates GitHub Spec-Kit with AI coding agents to manage Spec-Driven Development workflows, including specification authoring, planning, task generation, and consistency analysis.

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.

menami

Personalized restaurant recommendations, table bookings, and delivery via MCP, CLI, or API, learning user taste and acting proactively.

discord-mcp

An MCP server for managing Discord servers with 73 tools including channels, roles, messages, moderation, voice, events, forums, emojis, invites, and permissions.

Enterprise AI Bridge (MCP)

An MCP server bridging AI agents with enterprise productivity suites, enabling Jira automation, Microsoft Graph integration, and web research via Tavily.

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.

infra-mcp

Securely inspect and operate self-hosted infrastructure including Linux host health, Docker containers and logs, Dokploy deployments, and OCI resources through a narrowly scoped, auditable MCP gateway.

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.

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.

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.

neighbors

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

Skyflow PII MCP

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

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.

aruba-fatturazione-elettronica-mcp

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

Prowler MCP Server

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

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.