发现优秀的 MCP 服务器

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

TTS-MCP

一个模型上下文协议（Model Context Protocol，MCP）服务器，集成了高质量的文本转语音（Text-to-Speech，TTS）功能，可与 Claude Desktop 和其他 MCP 兼容的客户端配合使用，支持多种语音选项和音频格式。

zettelkasten-mcp

Implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

vchart-mcp-server

A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.

kelnix-receipt-mcp-api

Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision extracts merchant, date, line items, tax, totals, and suggests GL accounts for instant bookkeeping. 50 free credits on signup.

Screen Agent

Enables AI assistants to capture screenshots and control desktop input (mouse, keyboard) to see and interact with your screen. Features user-first safety controls including automatic pause on user activity and app allowlists to restrict interactions to approved applications only.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

Backlog MCP Server

一个 MCP 服务器，连接到 Backlog API，提供通过自然语言命令搜索、检索和更新 issue 的功能。

MCP Server

A Model Context Protocol server implementation that provides basic utility tools including echo, uppercase text conversion, and mathematical calculations.

MCP Custom Tools Server

A comprehensive MCP server with 30+ custom tools organized into categories: date/time operations, file management, system information, text processing, and web operations. Enables async communication with robust error handling and flexible CLI integration.

Exa MCP Server 🔍

镜子 (jìng zi)

MCP Server : Sum Numbers

MCP服务器示例

Country Info MCP Server

Provides tools to retrieve and compare detailed information about countries, including population, region, and currency data. It allows users to search for specific countries or list them by region.

Nipoppy MCP Server

An interface for the Nipoppy neuroimaging framework that enables AI agents to list files and manage clinical datasets. It facilitates interaction with neuroimaging data organized according to the Brain Imaging Data Structure (BIDS) standard.

AnyCrawl MCP Server

Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.

Open Legal Compliance MCP Server

Enables AI assistants to search and analyze legal documents from multiple jurisdictions including US federal and state law, case law, EU regulations, UK legislation, Canadian law, Congress bills, SEC filings, and FDA data through free government APIs.

Confluence MCP Server by CData

Confluence MCP Server by CData

CSV File MCP Server by CData

CSV File MCP Server by CData

mcp-server-multiverse

一个中间件服务器，它允许多个隔离的 MCP 服务器实例独立共存，并具有唯一的命名空间和配置。

HA Vibecode Agent

An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.

GitLab MCP Server

一个模型上下文协议服务器，可以通过自然语言与 GitLab 账户交互，从而管理代码仓库、合并请求、代码审查和 CI/CD 管道。

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

Poker Task Management MCP

Enables AI assistants to manage tasks through YAML-based storage with subtask suggestions, status updates, and Mermaid Gantt chart generation. Supports hierarchical task structures with attributes like dependencies, milestones, and parallel execution.

POEditor MCP Server

Enables interaction with POEditor's translation management API to create terms, add translations, and manage multilingual content. Supports operations like adding translations, updating existing ones, and listing terms and languages for translation projects.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.

Math MCP Server

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

NeuroStack

A local-first CLI and MCP server that helps you build and search a personal knowledge vault from Markdown notes, with semantic search and AI-powered features like stale note detection and session memory harvesting. It’s provider-agnostic, requires no GPU in its default mode, and exposes your vault as long-term memory to any MCP-compatible AI tool like Claude Code.

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.

Roam Research MCP Server

A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.