Discover Awesome MCP Servers

tdnet-disclosure-mcp

MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve timely disclosure documents from listed companies on Japanese stock exchanges.

Weather MCP Server

Provides current weather information and forecasts for major cities through MCP tools and resources. Supports getting weather data, multi-day forecasts, and listing available cities with mock data for demonstration purposes.

Dify Knowledge MCP Server

A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.

XiaoHongShu MCP

Enables AI agents to publish content to XiaoHongShu (Little Red Book) social platform, including checking login status and posting with titles, content, images, and hashtags through browser automation.

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

yagms

又一个 Gmail MCP 服务器 (Yòu yīgè Gmail MCP fúwùqì)

Scrapbox AI Assistant

Enables AI-powered knowledge management and creative support by connecting Scrapbox data to Claude. Supports advanced search, relationship analysis between pages, theme extraction, and literary analysis of personal knowledge bases.

Todoist MCP Server

一个 Python 服务器，使 Claude 能够与 Todoist 的任务管理 API 交互，允许用户直接通过 Claude 的界面创建、管理和组织任务。

Discord MCP Server

一个模型上下文协议（MCP）服务器，用于 Discord 集成，与像 Claude Desktop 这样兼容 MCP 的应用程序一起使用。

Dev Tool MCP

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

artefact-mcp-server

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

APIClaw

The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.

MCP PyODBC Server

A lightweight MCP server that enables database access and querying through ODBC connections, with special support for Virtuoso DBMS features like SPARQL and AI assistance through natural language.

Lean LSP MCP

Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, providing tools for analyzing Lean projects, accessing diagnostics, goal states, documentation, and searching for theorems using both local and external search services.

CNAP内置功能

GitLab MCP 服务器实现 (This is a direct translation. Depending on the context, "MCP" might need further clarification. For example, if it refers to a specific GitLab feature or project, a more nuanced translation might be required.)

Read-Website

一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。

simplecov-mcp

Enables Claude to directly access and analyze Ruby SimpleCov coverage reports for Rails projects. It allows users to retrieve coverage summaries, filter files by coverage rates, and identify specific uncovered lines to streamline test development.

Mund

MCP security scanner for AI agents - detects prompt injection, secrets, PII, and vets MCP servers before installation

Antigravity Agent Config

Provides tools to manage, initialize, and synchronize standardized agent configurations and specialized workflows across various projects. It enables AI agents to access global rules and role-specific guidelines for development, design, and planning via the Model Context Protocol.

iMessage MCP Server

Enables Claude to send and read iMessages on macOS, with smart contact lookup, message history retrieval, and cross-conversation search using natural language commands.

Fizzy MCP Server

Enables AI agents to interact with the Fizzy task management tool through 40 specialized tools for managing boards, cards, and comments. It supports comprehensive task operations including card creation, triaging, and user assignments with built-in retry logic and secure authentication.

webclaw-mcp

MCP browser agent that runs as a Chrome extension. Control your real Chrome browser with 17 MCP tools — uses accessibility tree with @ref labels for low token usage. Supports WebMCP native tools.

xai-toolkit

Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.

AutoDocs MCP Server

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

MCP-RAG

Turns Claude Desktop into a personal document question-answering system using local vector search. Index PDF, TXT, and Markdown documents into collections and get answers based strictly on your documents with zero hallucination.

Weather Server

Provides global weather query services with features including real-time weather, weather forecasting, and multi-city weather comparison.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

agent-deploy-dashbaord

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.