发现优秀的 MCP 服务器

byndr-dev

Enables LLM-driven data enrichment for EPLAN article databases, allowing proposals for missing translations and descriptions through a Model Context Protocol server.

sqlite-readonly-mcp

A read-only SQLite MCP server for remote Linux deployment that provides secure database querying via SELECT statements and table listing. It uses Bearer Token authentication and returns JSON results through Streamable HTTP, designed to run behind Nginx with HTTPS.

小记（AI记账）

小记是一款基于AI的个人智能记账工具，通过自然语言交互实现“一句话极速记账、查账”。 你只需说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统将自动解析金额、分类、支付方式并记录到账本中。 而且支持🔥MCP客户端使用。 **Translation:** 小记是一款基于AI的个人智能记账工具，它通过自然语言交互，实现了“一句话极速记账、查账”的功能。 你只需要说“早餐25元，支付宝付款”或“工资到账银行卡18000元”，系统就会自动解析金额、分类、支付方式，并记录到账本中。 而且它还支持🔥MCP客户端使用。

MiniMax MCP JS

基于 JavaScript 实现的 MiniMax MCP，可以通过兼容 MCP 的客户端与 MiniMax AI 服务进行交互，实现图像生成、视频生成、文本转语音和声音克隆等功能。

Stock Analysis MCP Server

Provides comprehensive stock analysis tools including chip distribution, pattern detection, trend reversal analysis, company fundamentals, and market scanning for bullish/bearish signals using Yahoo Finance and FMP data.

ms-agentframework

Production-ready integration of Microsoft Agent Framework with MCP, enabling AI agents to access tools like weather queries, calculations, and Taiwan stock prices through SSE/HTTP streaming transport with Azure OpenAI GPT-4 backend.

mcp-server-ads

An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.

Proton Drive MCP

MCP server that provides full access to Proton Drive via Claude Desktop or CLI, enabling file operations, sharing, and trash management with end-to-end encryption.

mcp-page-monitor

Enables AI assistants to monitor web pages for content changes and receive alerts when changes occur.

PubMed MCP Server

MCP server for searching PubMed scientific articles using NCBI E-utilities API. Supports query, fetch summaries, and full text retrieval with caching and rate limiting.

Stealth-Browser-MCP-Server

Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable web automation, navigation, interaction, and data extraction.

Jira MCP Server with OAuth

Enables seamless Jira integration through browser-based OAuth authentication, providing tools for issue management, JQL search, and project access without manual API token configuration.

Planfix MCP Server

Integration between Planfix business process management system and Model Context Protocol (MCP) for use with Claude and other AI assistants, enabling task management, project handling, contact management, and analytics reporting through natural language.

miro-remote-mcp

An MCP server that enables Claude AI to programmatically create and manipulate Miro boards via the Miro API with OAuth2 authentication. Supports 14 tools for board, item, and connector operations.

Apify Store API MCP Server

Enables querying the Apify Store to retrieve structured data on public Actors including pricing, usage trends, ratings, and categories. Integrates with AI agents for market research and competitor tracking.

SAP Fieldglass MCP Server by CData

This read-only MCP Server allows you to connect to SAP Fieldglass data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

McPortfolio

Enables LLM-driven portfolio optimization using natural language, providing tools for mean-variance, HRP, Black-Litterman, and other optimization methods.

MusicMCP.AI MCP Server

Enables AI-powered music generation through natural language commands, supporting inspiration and custom modes with dual song outputs.

@theyahia/1c-rest-mcp

MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документы, регистры, отчёты.

dangsaju-mcp

Calculates Korean traditional Dangsaju 12 stars based on birth date and time, returning deterministic structured data with star attributes and period readings.

harness-bridge

Bridges Claude Code and OpenAI Codex through MCP, allowing cross-harness querying, code review, explanation, and implementation delegation.

Conductor MCP Server

Enables AI agents to create, execute, and analyze workflows on a Conductor instance through natural language.

local-component-mcp

Enables AI to precisely use local Vue components by extracting their Props, Events, and Slots via AST analysis.

vision-mcp

MCP server for analyzing images using multiple vision LLM providers (OpenCode, OpenAI, Anthropic, Google, and custom OpenAI-compatible endpoints). Provides tools to analyze single or multiple images, list providers, and test vision capabilities.

Ownership & Provenance Protocol

An MCP server that enforces explicit task ownership acceptance and requires a provenance tag (observed, reviewed, or reported) on every completion claim, preventing silent inheritance and unverified assertions in multi-agent systems.

MCP Agent Bridge

A bridge server that enables Hermes Agent and OpenClaw to share tools and memory, forming a cooperative multi-agent system.

pgverdict

Postgres performance MCP server that analyzes hotspots, explains query plans, and detects dead-weight indexes. It aims to produce evidence-backed recommendations through a verification loop.

MinIO MCP Server

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

PubChem-MCP

An MCP server that provides tools for querying the PubChem database for detailed information on chemical compounds, substances, bioassays, and molecular properties. It enables users to search by name, structure, or identifier to retrieve chemical classifications and cross-references through natural language.