Discover Awesome MCP Servers

TaskUp MCP Server

A centralized workspace orchestration server that enables natural language task management across Notion, Google Calendar, and Telegram. It allows users to analyze intent, create database tasks, schedule calendar events, and send instant notifications.

OpenShift OVN-Kubernetes Benchmark MCP Server

Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.

TwinCAT Validator MCP Server

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

AINative ZeroDB MCP Server

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB. Enables storing and retrieving context across sessions, semantic document search, and analytics through natural language interactions.

Cloud IoT API MCP Server

A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.

MCP Weather Free

An MCP server that provides real-time weather data, hourly forecasts, and daily summaries using the free Open-Meteo API with no API key required. It enables users to search for weather conditions by specific coordinates or city names across multiple measurement units.

KeepGoing MCP Server

Provides AI coding assistants with persistent project memory by capturing development checkpoints during git commits, branch switches, and inactivity. It enables seamless task resumption through tools that retrieve session history, momentum, and synthesized re-entry briefings.

NexusAPI

NexusAPI provides a suite of 18 compute tools for AI agents, including web scraping, sandboxed Python code execution, and NLP processing. It enables agents to perform complex tasks like sentiment analysis, image manipulation, and data extraction through a unified interface.

touch-grass

Claude Code plugin and MCP server that nudges you to take outdoor breaks based on local weather, sunset timing, and session streaks. Exposes check_grass_conditions, suggest_activity, log_touch_grass, and get_stats tools — fully local, no API keys, no cloud storage.

MCP Web Scraper Server

An advanced web search and scraping server that enables AI models to perform targeted DuckDuckGo searches and extract clean content, tables, and metadata from webpages. It provides specialized tools for news discovery, link extraction, and comprehensive search-and-scrape workflows.

TAKO MCP Server for Okta

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

Laravel AI MCP Server

Provides AI assistants with direct access to Laravel documentation, coding rules, and implementation templates stored locally. It enables searching documentation, retrieving design system guides, and accessing domain-specific code examples to streamline Laravel development.

TxtAI MCP Server

txtai 是一个一体化的嵌入数据库，用于语义搜索、LLM 编排和语言模型工作流程。所有功能都可以通过其 API 提供，并且该 API 支持 MCP。 文档：https://neuml.github.io/txtai/api/mcp/

weather-mcp

一个获取天气的测试 MCP 服务器 (Yī gè huòqǔ tiānqì de cèshì MCP fúwùqì) This translates to: "A test MCP server for getting weather information."

MyMCP Prompt

MyMCP Prompt 是一个工具，用于从自然语言描述生成模型上下文协议 (MCP) 服务器。这个 MVP 使用 Google Gemini API 将用户描述转换为功能性的 Python MCP 服务器，并带有相应的 JSON 配置。

Kimi Coding MCP

Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching and content retrieval. It enables LLMs to perform targeted searches and crawl web pages using standardized interfaces.

vantagate-mcp-server

Human-in-the-Loop authorization gateway for AI Agents. Securely pause MCP workflows and route high-risk actions to human approvers via Slack or Email.

Sophia Labs

Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-chapter architecture blueprint (4 tools). /devops/mcp serves a 7-chapter coding agent playbook (3 tools). Each product has its own Gumroad license key. Free chapters available without auth.

Gumroad MCP Server

Gumroad API 的模型上下文协议 (MCP) 服务器实现

LLM Tool-Calling Assistant

Connects local LLMs to external tools (calculator, knowledge base) via MCP protocol, enabling automatic tool detection and execution to enhance query responses.

Genai Toolbox

开源的 MCP 服务器，专注于为数据库提供简单、快速且安全的工具。

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.

Umami MCP Server

Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

Browser MCP Server (Anchor)

Enables browser automation through Anchor Browser's cloud infrastructure with built-in proxies, stealth features, and anti-detection capabilities. Allows LLMs to navigate, click, type, take screenshots, and interact with web pages using Playwright's accessibility tree without requiring local browser installations.

qontoctl

MCP server for Qonto

tokencost-dev

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM. An MCP server that gives AI assistants accurate, up-to-date model pricing from the LiteLLM community registry. Look up pricing and capabilities for any LLM with fuzzy matching, estimate costs for token volumes, and compare models by provider, context window, or mode.

Concurrent Browser MCP

A concurrent browser MCP server that supports multiple parallel browser instances

MCP Browser Text Reader

Controls a real Chrome browser to navigate web pages and extract text content with flexible options including CSS selectors, multiple text extraction types, and intelligent waiting mechanisms for dynamic content.

ABSD DevOps MCP Server

Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.

better-bear

MCP server for Bear notes via CloudKit. Full CRUD, tags, search, TODOs, attachments, and a context library for curated LLM knowledge bases.