Discover Awesome MCP Servers

code-memory-rs

Enables local semantic code search across repositories using natural language, with AST-aware chunking and hybrid vector/FTS5 retrieval.

markdown-mcp

Provides structured, addressable access to a local markdown vault with heading-anchored fragments, BM25 search, and stable IDs for verifiable retrieval.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.

OpenReplay MCP Server

Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.

mcp-presentation

MCP server for building presentations (PDF/web) with a task-based async pipeline, enabling session management, project creation, presentation IR saving, git commits, building, and deployment.

HQBase

Provides a self-hosted shared email workspace with team access controls, multi-domain support, drafts, audit history, and an OAuth-protected MCP server, all running on your own Cloudflare infrastructure.

OpenUKPublicDataMCP

A no-key-first MCP server providing access to UK public data including postcodes, bank holidays, carbon intensity, flood warnings, and government datasets.

mcp-mux

A dynamic MCP server orchestrator and multiplexer that routes requests to multiple remote and local sub-MCP servers, with hot-reload config, SSE/Streamable HTTP support, and a summary endpoint to reduce context token usage.

poly-observability-mcp

Unified MCP server for observability and monitoring, providing tools to query metrics, logs, and traces through Prometheus, Grafana, Loki, and Jaeger.

HybridHub

Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite, etc.) and unstructured object storage (AWS S3, Alibaba OSS, Huawei OBS, etc.) through a single interface.

GoDaddy Orders MCP Server

MCP Server that enables interaction with GoDaddy's Orders API using natural language, auto-generated from the OTE GoDaddy Orders OpenAPI specification.

Tiendanube MCP Server

Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting operations for products, orders, customers, and categories. It provides flexible integration through SSE, HTTP, and STDIO transport modes with full Docker support.

SQL Query MCP Server

A FastMCP server that enables natural language querying of PostgreSQL databases through LLM integration, allowing users to generate SQL queries from plain English and visualize the results.

web-stylebook-mcp

Provides deterministic, read-only design knowledge for AI coding agents to help them choose visual directions, plan UI states, and compose design tokens, all without network access.

photo-marketplace-listing-assistant

This MCP server analyzes product photos using AI to generate listing drafts, publishes to Mercari Shops via GraphQL API, and exports drafts for other marketplaces.

slm-mesh

Enables peer-to-peer communication, discovery, shared state, and file coordination between AI coding agents across machines and sessions.

ntfy-mcp

MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.

sevdesk-mcp

An MCP server for the sevDesk accounting API with complete API coverage and a bookkeeping audit layer that detects VAT mis-bookings.

UIPin MCP Server

Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) with live UI annotations, screenshots, and structured context via JSON-RPC + SSE.

metabase-mcp-server

Enables interaction with Metabase through its API, allowing users to list cards, databases, collections, execute queries, and create cards or bookmarks.

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

Chrome MCP Server

A browser extension that turns Chrome into an AI-controlled automation tool, allowing AI assistants like Claude to control your browser, leverage existing login states, and perform complex tasks through a Model Context Protocol server.

GuardrailAI

An MCP server that evaluates file write requests for sensitive data and compliance using deterministic policies and Google Gemini reasoning, providing auditable governance and risk scoring.

datev-mcp-server

A local MCP server for analyzing DATEV bookkeeping data in natural language. It reads EXTF export files locally and provides tools for balances, open items, and booking search.

Gemini Agent MCP Server

An advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.

mcp-simple

A simple MCP server in Python, configurable via environment variables and database, designed for integration with Claude Desktop.

CRE Intelligence MCP

Provides live commercial real estate data (rates, demographics) and analysis tools (DCF, rent roll parsing, lease abstraction, IC memo generation) within Claude Desktop.

bugzilla-mcp

MCP server for managing Bugzilla tickets and projects, with a built-in cron job for scheduled polling.

Zoom MCP Server

Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.

Image Beautifier MCP Server

Enables AI-powered image generation, icon creation, hero banner design, and UI beautification using Google's Gemini Nano Banana API.