Discover Awesome MCP Servers

Memory MCP

A production-grade memory server for LibreChat that stores conversation turns and distills durable memories like decisions, constraints, and assumptions. It provides hybrid retrieval and consistency auditing to ensure AI plans remain aligned with established context and previous decisions.

sage-mcp

Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

WhatsApp MCP

A Model Context Protocol server that enables interaction with WhatsApp through local stdio or remote HTTP/SSE connections. It allows users to send messages, manage groups, and access chat history using natural language.

Oracle SCM MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle SCM (beta): https://www.cdata.com/download/download.aspx?sku=KSZK-V&type=beta

Bay Wheels MCP Server

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

jhabit-mcp

A standalone MCP server for managing habits and quit trackers through a jhabit instance. It enables users to list trackers, log entries, and retrieve detailed statistics like streaks and abstinence time.

Inoyu Apache Unomi MCP Server

A Model Context Protocol server enabling Claude to maintain user context through Apache Unomi profile management.

OpenAI MCP Server

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

word-orb

Vocabulary intelligence MCP server — 162K words, 47 languages, definitions, IPA pronunciation, etymology, translations, and daily lessons. 19 tools for AI agents.

12306-mcp

The server provides a simple API interface that allows users to search for 12306 tickets.

Library MCP

An MCP server that enables interaction with Markdown knowledge bases, allowing users to search and retrieve content by tags, text, URL, or date range from their local markdown files.

Uncover MCP

khám phá máy chủ MCP

🚀 JMeter MCP Server

Gương của

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools, with secure OAuth authentication for managing clusters, executing SQL queries, and accessing workspace resources.

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting protection and supports listing all available pages from a sitemap.

UI Preset MCP Server

Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

Portfolio Manager MCP Server

Máy chủ MCP: Quản lý Danh mục Đầu tư

ygocdb-mcp

ygocdb-mcp

EVE Online EST MCP Server

An MCP server for EVE Online that provides EVE Server Time (EST) information and downtime calculations. EVE Server Time (EST) is identical to UTC and is the standard time used across all EVE Online servers. This server provides current EST time and calculates time remaining until the next daily ser

Twitter MCP Tool

A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.

Kafka MCP Server

Enables interaction with Apache Kafka topics, allowing users to publish messages to and read messages from Kafka instances through natural language.

Iconsult MCP

An architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

ONLYOFFICE DocSpace MCP Server

Connects AI agents to ONLYOFFICE DocSpace, enabling them to manage rooms, collaborate on files, and handle permissions via natural language. It supports multiple transport protocols and authentication methods to facilitate document workflow automation.

mcp-server-pacman

mcp-server-pacman

MCP MQTT Light Controller

Enables control of smart lights through MQTT messaging protocol, supporting operations like turning lights on/off and adjusting brightness levels from 0-100.

YouTube Search MCP Server

A Model Context Protocol server that provides comprehensive YouTube search functionality, enabling users to search for videos, channels, and playlists with advanced filtering options using the YouTube Data API.