Discover Awesome MCP Servers

ShipSmart-MCP

A standalone MCP server providing shipping tools like address validation and rate previews through a centralized HTTP interface. It serves as the single source of truth for shipping tool behavior across the ShipSmart platform.

MCP Atlassian Server

Enables AI assistants to interact with Atlassian Cloud APIs for Confluence and Jira, supporting document management, search, issue tracking, and sprint operations through natural language.

invgate-mcp

A read-only MCP server for InvGate Asset Management, enabling natural language queries for assets, people, computers, servers, software, and API health.

Newline MCP

Provides utilities for formatting multi-line shell commands with backslashes for safe pasting and reading system clipboard content.

RegexForge

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

Resume Assistant MCP

An intelligent, zero-cost MCP server that securely parses local resumes and compares them against live job postings for ATS scoring, skill gap analysis, and interview prep.

Security Controls MCP Server

Enables searching and bidirectional mapping of 1,451 security controls across 262 SCF-mapped frameworks, including ISO 27001, NIST CSF, DORA, and many others, through natural language queries.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

claude-coder-mac-mcp

Enables Claude Desktop to spawn new Claude Code instances in iTerm2 windows for interactive coding sessions.

metabase-mcp-python

A Python MCP server for Metabase that enables AI assistants to query databases, manage dashboards, and interact with your Metabase instance.

Win MCP Server

Enables AI agents to securely manage and execute commands on remote Windows servers via WinRM, including PowerShell execution, system information retrieval, and service management.

bfl-flux-mcp

Minimal Python MCP server for Black Forest Labs Flux image generation API, providing tools for text-to-image, editing, expansion, variations, and credit checking.

Looker MCP Server

Provides AI assistants direct access to Looker through a standard MCP interface, enabling querying the semantic model, managing content, editing LookML, and administering users.

Sage Cloud Accounting MCP Server by CData

This read-only MCP Server allows you to connect to Sage Cloud Accounting data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

yt-mcp

MCP server for managing YouTube channels using Data API v3 and Analytics. Supports video upload, comments, playlists, and analytics via ~30 tools, with stateless OAuth authentication.

Leonardo MCP Server

A Model Context Protocol server that enables AI assistants to generate images using Leonardo AI, supporting both HTTP and stdio communication modes.

s3-mcp

A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and boto3. This server provides access to S3 functionality through MCP-compatible tools.

Unsplash MCP Server

Provides access to the Unsplash API, enabling AI assistants to search and retrieve high-quality photos, browse collections, view photographer profiles, and get photo statistics with advanced filtering options.

Gmail MCP Server

A Windows-first Python MCP server for Gmail that reads unread emails and creates correctly threaded draft replies using the Gmail API.

FGJ Multimedios MCP Server

Enables automated sending of institutional emails via Gmail SMTP with authentication and automatic signature from FGJ Multimedios' General Manager.

TreePod Financial MCP Agent

An intelligent agent that responds to financial queries about TreePod Glamping directly within Claude Desktop using MCP protocol, providing tools for tariff calculation, occupancy checking, financial analysis, and business reporting.

mcp-seo-audit

SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.

cosmosdb-mcp

MCP server for Azure Cosmos DB enabling listing accounts, databases, containers, running SQL queries, and reading/writing/deleting documents.

tavily-proxy

A Cloudflare Worker that proxies requests to the Tavily API with automatic key rotation from a pool, providing search, extract, crawl, and map tools via MCP.

FastMCP QuickCalc Server

A simple calculator MCP server that provides basic arithmetic functions (add and subtract) through HTTP transport, designed to be cloud-ready and easily deployable.

m5-petit-desire

Manages autonomous desires for the M5 Petit robot, allowing Claude to read desire levels and update them via actions and sensor effects.

Supabase MCP Server

A production-ready MCP server providing AI assistants with intelligent Supabase database access, featuring dynamic schema discovery, complete user management, and file storage operations.

mcp-icp-fit-scorer

Scores companies against a configurable Ideal Customer Profile using firmographic and signal data. Returns a weighted fit score with per-criterion breakdowns.

remote-shell-mcp

Persistent SSH sessions for AI assistants, enabling long-running remote shell connections with features like file transfer, port forwarding, and swarm mode.