Discover Awesome MCP Servers

pexbot-mcp

An MCP server for the pex.bot AI simulated crypto exchange that enables users to manage accounts, check real-time market data, and execute trades. It provides tools for profile management, order execution, and asset tracking within a simulated cryptocurrency trading environment.

ImmoStage Virtual Staging MCP Server

AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders, classify rooms, generate German property descriptions, and get style recommendations.

Systems MCP

An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

YApi MCP Server

Provides tools for AI assistants to list, search, and get details of YApi interfaces.

Factograph MCP

Enables building and exploring a knowledge graph from files (PDF, DOCX, code) with AI enrichment via Ollama or Claude. Supports pinning documents, linking entities, and traversing the graph.

mcp-zen-of-languages

Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.

Oreo Pudding

Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, supporting listing calendars, retrieving, creating, updating, and moving events.

Jokes MCP Server

Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, from specific categories. It serves as a demonstration for deploying and integrating Model Context Protocol servers with Microsoft Copilot Studio and Azure.

Quran MCP Server

Provides AI assistants with comprehensive access to Islamic resources including Quran verses with translations, Tafsir commentary, Hadith collections, and audio recitations. Enables users to explore Islamic texts, get daily inspiration, and access scholarly interpretations through natural language queries.

tkinter-mcp-server

MCP server for launching, inspecting, and interacting with Tkinter GUI applications. Enables AI agents to automate Tkinter apps without code modifications.

PostgreSQL MCP Server with Authentication

Provides authenticated access to PostgreSQL databases for Claude AI, enabling users to browse database tables, discover schemas, and execute custom SQL queries through natural language interaction.

Google Workspace MCP Server

A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calendar, and Apps Script APIs, featuring unique Apps Script support for AI-driven automation.

Monarch Money MCP Server

Provides read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, and cashflow.

Hiito MCP Server

Enables AI assistants to query nearby parties, retrieve party details, and generate WeChat mini-program share links for the '螺母车尾派对' app.

PostgreSQL Products MCP Server

用于与 PostgreSQL 产品数据库交互的 MCP 服务器。

SQLite MCP Server

A zero-config MCP server that enables AI to access, analyze, and manage local SQLite databases with secure read-only querying and automatic schema discovery.

FastAPI OpenAPI MCP Server

Converts FastAPI application OpenAPI documentation into MCP tools for AI assistants to efficiently query API information. Reduces token consumption by enabling on-demand, structured API queries instead of loading complete OpenAPI specifications.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

angr-api-mcp

MCP server for angr binary analysis API workflow retrieval. Extracts real API usage patterns from angr's source code and angr-doc examples, then indexes them with semantic search so LLMs can query correct API call sequences.

CSS MCP Server

Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browser compatibility checks for CSS properties.

mcp-ssh-toolkit

A Model Context Protocol server for executing commands via SSH on remote servers and groups using secure authentication and regex-based command policies. It supports hot-reloading configurations and both sequential and parallel command execution across multiple named hosts.

MCP Logging NL Query Server

Allows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.

GeoOntology-MCP

A geographic ontology layer MCP server that exposes hierarchical relations, topological adjacency, toponym disambiguation, spatial operations, and geo-constraint verification, enabling LLMs to reason with geographic structures instead of raw SQL.

ccg-mcp-tool

This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's massive token window, Codex's specialized coding capabilities, and Claude's advanced reasoning.

@cogniahq/mcp

Enables AI assistants to query end-to-end encrypted memories from Cognia workspace via MCP. Supports search, retrieval, and action execution against connected services like Slack, Notion, and GitHub.

Bring! Shopping MCP Server

Enables interaction with Bring! shopping lists through natural language, allowing users to manage shopping items, lists, and collaborate with other users via the unofficial Bring! API.

Keepit MCP

MCP server for interacting with Keepit backup and data protection services. Enables monitoring, management, and security operations through natural language.

Gemini Image MCP

An MCP server that enables AI image generation, editing, and analysis using Google's Gemini 3.0 models. It supports high-resolution outputs up to 4K, style transfers, and multi-image mixing through specialized tools.

Notion MCP Server

Enables interaction with Notion workspaces through the Notion API. Supports creating, retrieving, and updating Notion pages and their properties, allowing users to manage Notion content through natural language.