发现优秀的 MCP 服务器

Agentic Financial Research MCP Server

Provides tools for RAG-based financial document retrieval, financial calculations, Yahoo Finance stock data, and portfolio analysis via JSON-RPC 2.0 protocol.

nous-portal-mcp

Portable, read-only MCP server for Nous Portal capabilities, providing configuration status, route derivation, and OAuth device code authentication without invoking paid tools.

duckcoop

MCP server for sandboxed, read-only SQL queries on CSV/Parquet/JSON files via DuckDB, limited to a specified directory.

MCP Guide

A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

Discord MCP Server

Enables AI models to send plain text messages, formatted release announcements, and teaser previews to Discord channels using webhooks. It provides secure local webhook management and supports rich embeds with customizable styles for automated notifications.

claude-peers

Enables Claude Code instances to discover and communicate with each other across different sessions, supporting peer-to-peer messaging and coordination.

databricks-mcp

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

mcp-data-angers

Enables searching, exploring, and querying Angers Loire Métropole open data datasets (mobility, urban services, environment) using natural language or direct tool calls.

Surf Forecast MCP

Provides surf forecast data including swell height, period, direction, and wind conditions for any location worldwide using the Open-Meteo Marine API. It also includes tools to find the best day to surf and integrates with MCP clients via a Python server.

Android Screenshot MCP Server

Enables capturing screenshots from Android devices over WiFi for UI debugging and visual inspection during app development.

vonage-mcp-server-api-bindings

MCP Server that integrates various Vonage APIs as MCP tools, to make it easier for developers to work with and create Vonage applications.

minecraft-diagnostic-mcp

An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection, log analysis, configuration linting, and performance diagnostics.

Nexonco

一个 MCP 服务器，可以访问 CIViC 数据库中的临床证据，允许用户搜索变异、疾病、药物和表型，以支持精准肿瘤学研究。

mcp-lint-tools

Code linting and style checking tools for AI agents, exposed as an MCP server. Supports style checks, naming conventions, complexity analysis, dead code detection, and import analysis.

review-gate-mcp

An MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.

mcp-bbs

A FastMCP-based telnet client that enables AI agents to interact with legacy Bulletin Board Systems (BBS) through the Model Context Protocol. It features full ANSI terminal emulation, pattern-based screen reading, and automatic discovery of menus and navigation flows.

Proof Mode

An MCP server implementing a multi-phase backend for structured model interactions, bounded compilation, exact-hash confirmation, and Codex-run provenance, with trust-separation hardening.

mcp-server-siebel

Enables AI models to interact with Oracle Siebel CRM via its REST API, supporting account, contact, opportunity retrieval, activity creation, record updates, and custom queries.

figma-mcp

Model Context Protocol integration for the Figma API, enabling AI applications to access Figma files, components, and design tokens.

MCP-demo

MCP server that demonstrates PostgreSQL database interaction, providing a tool to retrieve user data from a users table.

Project Explorer MCP Server

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

AWS Cost Explorer MCP Server

Enables querying AWS costs and usage data from Claude Desktop through the Cost Explorer API.

Remote MCP Server

A Cloudflare Workers-based server for deploying Model Context Protocol tools without authentication, allowing integration with AI assistants like Claude Desktop and the Cloudflare AI Playground.

Adobe Express MCP Server

Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.

ChEMBL-MCP-Server

🔍 通过简单的 MCP 接口，使 AI 助手能够搜索、访问和分析 ChEMBL。

UpMath MCP Server

Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents into SVG or PNG formats via the UpMath API. It supports a wide range of TeX Live packages and syntax validation without requiring a local TeX installation.

Atlassian MCP Server

A read-only MCP server that enables querying and searching Atlassian Confluence pages and Jira issues through their REST APIs. Supports retrieving content by ID or URL, searching using CQL/JQL, and listing spaces and projects.

vcf-mcp-sddc-vc

Enables natural language interaction with VMware SDDC Manager and vCenter APIs through MCP tools, allowing users to query workload domains, VMs, clusters, and more.

subway-mcp

실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.