发现优秀的 MCP 服务器

Note App MCP Server

MCP server for a JWT-authenticated note-taking API, exposing CRUD tools for notes.

simply-outlook-mcp

Enables AI assistants to manage Outlook calendars and emails through the Microsoft Graph API, supporting calendar events, email operations, and selective tool control.

Aurora-MCP

Enables querying relationships between plant species, small molecules, and mitochondrial Complex I inhibitors by bridging natural-product, biodiversity, and PubMed datasets. Allows LLMs to perform structured searches and reasoning over biological data to identify potential plant-derived mitochondrial inhibitors.

Rice Stock Data Portal MCP Server

Enables querying Rice Business Stock Market Data Portal using natural language through Claude Desktop, allowing users to ask about financial ratios, stocks, and companies.

sonarqube-mcp-py

A Python MCP server for SonarQube, enabling AI agents to query projects, issues, quality gates, coverage, and security hotspots.

kio-orzeczenia-mcp

MCP server for Polish public-procurement rulings (KIO / Krajowa Izba Odwoławcza) with verifiable citations.

MCP Movie Assistant

Enables searching, discovering, and reading movie information from TMDB through MCP tools.

Scraper MCP

A context-optimized web scraping server that converts HTML to markdown/text and applies CSS selectors server-side, reducing token usage by 70-90% while providing AI tools with clean, filtered web content.

Swift Poe Search MCP

An MCP server that integrates with Poe's API to provide AI-powered search and research tools from Perplexity, Reka, Exa, and Linkup.

Editmamei

Editmamei provides a natural-language interface for Adobe Photoshop, running as a local MCP server. Rather than focusing on generative AI, it acts as an AI orchestration layer that plans edits and executes them with native Photoshop tools.

signal-mcp-server

MCP Server for retrieving Signal messages using signal-export logic.

telegram-bot-mcp

MCP server that enables interaction with the Telegram Bot API, allowing users to send messages, retrieve updates, and access chat information through natural language.

usaspending-mcp-server

Interact with USASPENDING.gov to track government spending over time, search by agency, explore spending to communities, and more.

Raindrop.io MCP Server

用于访问 Raindrop.io 书签管理器的 MCP 服务器。

mcp-bps-id

Enables access to Badan Pusat Statistik (Statistics Indonesia) data through natural language queries via the Pipeworx gateway.

gr-splitwise-mcp

MCP server for Splitwise. Enables creating and managing expenses, splits, and groups directly from Claude without manual entry.

Walkthrough Agent

An MCP server that reads app source code, generates contextually valid dummy data, and drives a browser through pages with narrated steps, error correction, and output reports.

ANSYS Workbench MCP

A clean MCP server and ACT extension for controlling ANSYS Workbench and ANSYS Mechanical from any MCP client, enabling launching Workbench journals, executing Mechanical Python scripts, and interacting with a running Mechanical session via file queue or socket timer bridge.

Arai

* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, must_not) emit permissionDecision: deny to block tool calls in Claude Code; advisor

AI SOC Agent MCP Server

Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calculate severity, and recommend remediation actions.

domain-check

Fast domain availability checker with RDAP/WHOIS lookup, batch checking, TLD presets, pattern generation, and detailed registration info. Built in Rust for native performance.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

mcp-breweries

Enables users to search and browse brewery data from Open Brewery DB, including detailed brewery lookups and listings by city.

dados-pt

Enables querying Portugal's national open data portal (dados.gov.pt) through natural language.

Polyrama MCP Server

Enables MCP-compatible assistants to research prediction markets on Polymarket and Kalshi, analyze public wallets, read market signals, and run paper-only trading simulations.

kubeleash

A local MCP server for Kubernetes that applies RBAC-style, context-scoped access control to constrain AI agents, with tools for common Kubernetes operations.

PostgreSQL MCP Server

Read-only access to PostgreSQL databases, enabling schema inspection and safe SQL queries.

pocketledger

MCP server for personal finance management. Enables natural language expense logging, budgeting, recurring charge detection, and statement import with deterministic local calculations.

BuildMcpServer

A lightweight framework for building and running Model Context Protocol (MCP) servers using FastMCP, providing tools for development, debugging, and server management.