发现优秀的 MCP 服务器

Docs Vector MCP

Enables AI agents to semantically search GitHub repository documentation by automatically fetching, vectorizing, and indexing content into an Upstash Vector database. It provides a standard MCP interface for agents to retrieve relevant documentation snippets through natural language queries.

fetchmcp

Fetches web pages and converts them to clean, LLM-ready Markdown, with optional JavaScript rendering and honest statuses when pages are blocked or need JS.

Project Guardian MCP

A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.

HWPX MCP Server

Enables AI models to read, create, and edit Korean HWPX documents with advanced support for tables, paragraphs, styles, and images. It features enhanced stability through atomic file writing and smart layout recalculation to prevent document corruption.

changedetection-mcp

An MCP server that gives AI agents native access to ChangeDetection.io, enabling watch management, change history, and tag organization for website change detection.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.

cronalert-mcp

MCP server for CronAlert uptime monitoring — manage monitors, check results, and incidents from any MCP-compatible AI client.

Jira MCP Server

Enables users to fetch and search Jira tickets, comments, and attachments directly within Claude Code. It features JQL support and automatically exports linked Figma designs to provide comprehensive project context.

HR Leave Management MCP Server

Enables managing employee leave requests (apply, view, list leaves) through Claude desktop using natural language.

NotionMCP Light

一个模型上下文协议服务器，无需使用 LLM token 即可将 Markdown 文件与 Notion 页面同步，并通过 API 调用直接与 Notion 数据库和页面进行交互。 (Alternative, slightly more literal translation): 一个模型上下文协议服务器，它同步 Markdown 文件到 Notion 页面，且不使用 LLM token，从而能够通过 API 调用直接与 Notion 数据库和页面进行交互。

outrank-mcp

MCP server for Outrank that enables AI agents to verify credits, manage website products, queue keyword research, generate SEO articles, and fetch article content.

opencode-mcp-bridge

Exposes opencode's coding agent and shell as MCP tools, enabling MCP-only AI clients to execute shell commands, manage files, and run agent sessions with async job handling.

Trade MCP Server

Provides real-time investment news, technical analysis via TA-Lib, and Binance trading capabilities including order management and market data retrieval. It enables AI assistants to perform financial market research and execute trades through the Model Context Protocol.

MCPWorks

Cuts AI token costs by running user code in a secure sandbox, so data never enters the context window, enabling efficient data processing with MCP protocol.

notion-memory-mcp

Enables AI agents to use Notion as a persistent memory tier by providing tools to search, read, save (upsert) pages, append to pages, and query databases.

Acordos de Leniência MCP

Verifies whether a company has entered into a leniency agreement under the Brazilian Anti-Corruption Law by CNPJ, read-only, hosted without credentials, pay-per-query.

dynamic-db-mcp-server

Enables AI agents to dynamically register and query MySQL-compatible databases at runtime with built-in destructive SQL protection.

b24-mcp

A local MCP server for Bitrix24 that provides read-only access to portal data including calendar, tasks, chats, projects, call analytics, and people information.

AIVectorMemory

MCP server that provides cross-session persistent memory for AI coding assistants using local vector database and semantic search, enabling automatic recall of project context, issues, and tasks.

CodeArts MCP

Unified MCP server that wraps 8 Huawei Cloud CodeArts modules (Req, Repo, Pipeline, Check, TestPlan, Deploy, Build, Artifact) into a standardized toolset, supporting local stdio and shared HTTP modes with session isolation and encrypted credential storage.

OpenReview MCP Server

Connects Claude to OpenReview to facilitate conference reviewer and area chair workflows through the Model Context Protocol. It enables users to manage paper assignments, read submissions and reviews, and perform write actions like submitting reviews or comments using a preview-and-confirm system.

Monday .com MCP Server by CData

Monday .com MCP Server by CData

open-greenhouse-mcp

Production-ready MCP server for Greenhouse ATS that provides comprehensive recruitment tools—screening, pipeline analytics, search, and safe write operations—across read-only, recruiter, and full profiles.

crypto_mcp

Provides cryptocurrency market data (prices, symbols) and a gated demo trading flow via MCP tools, with safety defaults like dry-run and confirmation gates.

Quranpedia MCP

Provides AI clients with fast, hallucination-free access to the Quran through 13 MCP tools, covering search, navigation, morphology, tafsir, translations, and surah background over stdio and Streamable HTTP.

BeauticsLab MCP

Enables AI assistants to search beauty products from Korean catalogs (Olive Young, Daiso, e-commerce) and analyze personal skincare routines and ingredient compositions via BeauticsLab.

Social Media MCP

A local MCP adapter collection for social media channels, currently supporting Douyin with tools for channel startup, login assistance, messaging, and notifications.

Devedores da União (PGFN)

Verifica se uma pessoa ou empresa consta na Lista de Devedores da União (PGFN) a partir do CPF ou CNPJ, com consulta somente leitura.