Discover Awesome MCP Servers

Browserbase MCP Server

Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to navigate web pages, extract data, take screenshots, fill forms, and perform automated web interactions with multi-session support.

Code Research MCP Server

Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.

OWD Platform

Owner-controlled continuity layer for Obsidian and AI agents, enabling cited handoffs and owner decisions across independent agents.

testrail-mcp-server

Enables TestRail test management through MCP tools, allowing users to manage projects, test cases, runs, and results via natural language.

App Store Connect MCP

Enables AI agents to manage Apple App Store Connect through the official API, including apps, metadata, reviews, TestFlight, provisioning, users, and reports.

kali-mcp

Enables AI assistants to perform penetration testing by running real Kali Linux security tools and returning structured, verified findings instead of raw terminal output.

ms-todo-mcp

An MCP server to read and manage your Microsoft To Do tasks through the Microsoft Graph To Do API.

cogmemai-mcp

Persistent cloud memory for AI coding assistants. 28 MCP tools for semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay across Claude Code, Cursor, Windsurf, Cline, and any MCP client. Encrypted at rest. Team shared memory with author attribution.

Intelligent PostgreSQL MCP Client

Enables natural language querying of PostgreSQL databases with intelligent SQL generation using LLMs.

Netskope NPA MCP Server

Enables management of Netskope Network Private Access (NPA) infrastructure through natural language commands. Supports Zero Trust Network Access operations including publisher management, private application configuration, policy controls, and system monitoring.

sms-validator

Validates SMS-capable phone numbers via x402 pay-per-call, detecting mobile vs landline, carrier type, and E.164 format.

Mail MCP

An email assistant MCP server that enables mailbox operations such as listing folders, reading and searching emails, composing drafts, and sending messages.

CacheBash

An MCP server that coordinates AI coding agents with mobile notifications, enabling task queues, inter-agent messaging, session monitoring, and human-in-the-loop approvals.

Agentic MCP Weather System

Provides intelligent weather services through an orchestrated multi-server architecture with Docker support, enabling natural language weather queries, forecasting, and alert monitoring powered by local LLM integration.

Instagram MCP Server

Exposes Instagram actions (posts, media, comments, DMs, insights, Messenger profile) to Claude and ChatGPT via MCP.

mcp-server

An MCP server that provides weather and web search tools, orchestrated by a LangGraph agent with OpenAI for natural language interaction.

comic-chat-mcp

An MCP server that recreates Microsoft Comic Chat (1996) to generate comic strips from conversation summaries, using original character art and deterministic layout, with no LLM calls.

feature-tracker-mcp

Enables coordinating multiple AI coding sessions by tracking features, decisions, and approval gates in a per-project Postgres database, with atomic IDs and commit-stamped append-only history.

taskfleet-mcp

Exposes TaskFleet's pay-per-call AI task APIs as MCP tools, including web search, scraping, extraction, translation, code review, summarization, and wallet intelligence. Payments are handled via x402 (USDC on Base) with no accounts or API keys.

mcp

Model Context Protocol (MCP) Server for the mcp API.

Loop Skills MCP

Serves Loop's design & brand skills as an MCP server, enabling AI agents to execute on-brand tasks using markdown playbooks and assets.

employees

A sample employee database exposed as an MCP server, enabling AI agents to search employees and query organizational structure.

Zhipu Text-to-Image MCP Server

Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports generating images from text prompts with configurable size and quality parameters through MCP-compatible clients like Claude Desktop and Cline.

Kroki MCP

A production-ready MCP server scaffold that features built-in authentication, Docker support, and a comprehensive CI/CD release pipeline. It provides a standardized template for deploying servers with multi-transport support and configurable read-only modes.

Simple Calculator MCP Server

A beginner-friendly MCP server that provides basic arithmetic operations like addition and random number generation, built with FastMCP.

mcp-postgres

Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.

Download and Analyze Costco Receipts with MCP

不是好市多 (Costco) 的 MCP 服务器。

Decision OS MCP

An LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.

ghl-mcp-server-v2

A comprehensive MCP server covering the full GoHighLevel API surface with 651 tools, enabling management of contacts, opportunities, calendars, invoices, and more through natural language, with multi-tenant support and read-only safety defaults.

Obsidian-MCP-For-Cursor

MCP server for Obsidian vaults, optimised for Cursor agents — safe note editing, lean tool surface, direct filesystem access.