发现优秀的 MCP 服务器

Sybil MCP

Monitors Notion databases in real-time to detect project risks, such as delayed engineering tasks overlapping with marketing campaign launches. It automatically generates alerts in a Notion Alert Center and allows users to perform on-demand risk analysis through Claude.

database-mcp-server

A Model Context Protocol (MCP) server that provides database operations as tools for LLM-powered applications. Supports PostgreSQL, MySQL, and MongoDB databases with connection pooling and flexible result formatting.

presentations-ai

Generate professional AI-powered presentations from a topic, raw text, or document file. Export to PPTX, PDF, image, or shareable link.

MCP Docs Server

Fetches and parses documentation from llms.txt files to enable AI assistants to access and query documentation dynamically.

ClinicalTrials.gov MCP Server — OncoHub

A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, providing structured, TTL-cached access to trial data worldwide and Turkey via 4 MCP tools.

ft_mcp

A Python MCP server implemented from scratch, providing tool execution capabilities like system time and file hashing via stdio or HTTP transport.

Sanções Austrália (DFAT)

MCP server to check names against Australia's DFAT sanctions list for compliance and AML due diligence.

MPT RS: Certidão Negativa de Feitos

Enables querying official MPT RS records for negative certificates of proceedings (Certidão Negativa de Feitos) via a single read-only tool, with prepaid per-query pricing.

PySqlitMCP

Enables comprehensive SQLite database management through natural language including database creation, table operations, data CRUD operations, backup/restore, and CSV import/export functionality. Built on FastMCP framework with PySqlit library for reliable database interactions.

llmsdottxt-mcp

Auto-discovers llms.txt documentation from project dependencies and exposes it to AI coding agents via MCP, enabling agents to read first-party docs without scraping or guessing.

ChromeBrowserMCP

A read-only bridge that lets ChatGPT inspect open Chrome tabs, exposing tools to list, read, and search tabs without accessing sensitive data.

PatternStack

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

MCP Data Analysis Agent

An MCP server that answers natural-language questions over CSV, Excel, and SQL data by providing deterministic tools for loading, profiling, querying, cleaning, statistical analysis, visualization, and reporting. It enables LLMs to plan and interpret while all computation is done exactly through MCP tools.

nextcloud-tasks-mcp

MCP server for managing Nextcloud Tasks (todos) via CalDAV, allowing Claude to view, add, complete, edit, and delete tasks with GitHub OAuth authentication.

Synapse

Provides structural code intelligence via 26 MCP tools, enabling AI assistants to query code symbols, dependencies, and call graphs accurately without file-pasting.

ask-user-mcp

MCP server that enables Claude to pause and ask clarifying questions via Emacs.

Alibaba Cloud MCP Demo

A Vue 3 and Express application that demonstrates interaction with Alibaba Cloud's Bailian API for natural language processing and intent parsing, supporting tasks like weather queries.

fruits-mcp

Enables management of Product Fruits knowledge base articles, categories, and images through natural language commands via MCP.

codeforge-mcp

Enables MCP-compatible clients to delegate senior software engineering tasks like code generation, review, Jira management, and architecture recommendations to a model with a senior engineer persona.

mcp-mode-switcher

An MCP server that lets you switch between different MCP configuration profiles directly from inside Claude Desktop.

Cloud Discord

An MCP server that gives AI agents full admin control over Discord servers with 59 tools for messaging, moderation, roles, channels, forums, reactions, files, and more, deployed on Cloudflare Workers.

mcp-divoom-lan

Enables AI clients to control Divoom LAN devices, including watchface management, brightness adjustment, and screen control through natural language.

MCP AI Bug Helper

Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.

Recall

Open-source MCP memory server for AI agents — persistent, searchable, tiered memory across sessions. Works over stdio (Cursor, Claude Desktop) or HTTP+SSE. MIT licensed.

mcp_server

A minimal MCP server providing currency conversion, geocoding, and weather tools, with a CLI client supporting Spanish special commands.

chart-mcp

Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabling users to switch chart types and regenerate random data without leaving the UI.

Phloem MCP Server

Enables AI agents to query self-hosted knowledge bases through hybrid retrieval and list available datasets, providing grounded, retrieval-augmented answers.

walmart-invoice-mcp

MCP server that relays Walmart order history collected by the Walmart Invoice Exporter browser extension, enabling Claude and other AI clients to query orders and spending.

gong-mcp

Enables querying Gong calls and transcripts through natural language, allowing users to list calls with date filtering and retrieve detailed transcripts with participant context.

Proof Publisher MCP

This MCP server publishes commit-bound proof summaries to a specified HTTPS webhook, featuring fail-closed writes and a clear authority boundary for safe external actions.