Discover Awesome MCP Servers

metabase-mcp-server

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

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.

Spectral

Spectral records HTTP traffic from apps, uses an LLM to understand API calls, and generates MCP tools that let AI agents call private APIs directly without browser automation.

PDF Reader MCP Server

Empowers AI agents to securely read and extract information (text, metadata, page count) from PDF files within project contexts using a flexible MCP tool.

slm-mesh

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

postgres-mcp-legacy

Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new TypeScript version with enhanced features.

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.

Lodgify MCP Server

Enables interaction with the Lodgify vacation rental API to manage properties, bookings, and calendar data. It provides tools for retrieving property details, creating or updating bookings, and monitoring rental availability.

Armor Crypto MCP

Enables AI agents to interact with cryptocurrency ecosystems through wallet management, trading operations (swaps, DCA, limit orders), staking, and multi-chain support starting with Solana.

fal.ai MCP Server

MCP server for interacting with the fal.ai API — run AI models, submit jobs, and manage media generation workflows from Claude or any MCP-compatible client.

mermaid-to-jpeg-mcp

A local MCP server for Cursor that converts Markdown files and Mermaid diagrams to JPEG images with configurable dimensions and quality.

ntfy-mcp

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

E-commerce MCP Server

Enables comprehensive product management for e-commerce with CRUD operations, AI-powered product description generation, inventory tracking, and MySQL database integration.

MCP Self-Learning Server

Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.

Organization Policy API Server

An MCP Server that enables interaction with Google's Organization Policy API, allowing users to manage organization policies that control resource behavior within Google Cloud environments.

Shadcn Registry manager

MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries

poly-observability-mcp

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

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.

wellulu-insight

Automatically saves valuable insights, learnings, and business knowledge from Claude conversations as GitHub Issues, categorized and searchable.

MongoDB MCP Server

Enables interaction with MongoDB databases through the Model Context Protocol, supporting CRUD operations, secure connections, and easy IDE integration.

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.

Crypto Options Desk MCP

An MCP server that gives an LLM agent a typed, audited tool surface over quant crypto-options desk analytics: gamma exposure, vanna, skew, vol surface, options flow, technicals, portfolio greeks, scenario analysis, and live positions.

Simple Snowflake MCP

Simple Snowflake MCP Server to work behind a corporate proxy.

Zeotap CDP MCP Server

Enables Claude to interact with Zeotap's Customer Data Platform through natural language queries, allowing users to fetch audience data, check sync status, and manage destinations without needing API IDs.

MySQL MCP Server

Allows Cursor to interact with MySQL databases through the MCP protocol, enabling creation, querying, modification and deletion of database tables and records.

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.

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.

crypto-rss-mcp

crypto-rss-mcp