Discover Awesome MCP Servers

GPT Image MCP Server

An MCP server that enables text-to-image generation and editing using OpenAI's gpt-image-1 model, supporting multiple output formats, quality settings, and background options.

FinishKit MCP Server

Enables AI agents to scan GitHub repositories for security vulnerabilities, deployment blockers, and code quality issues. It provides detailed findings and auto-generated code patches to help developers ensure their code is production-ready.

Claude Gemini MCP Integration

A lightweight server that connects Claude Code with Google's Gemini AI models, allowing developers to leverage Gemini's massive context window (1M+ tokens) for code analysis without leaving their coding environment.

Replicate Flux MCP

用于复制通量模型的 MCP。 通过提示生成图像。

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.

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.

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.

markdown-vault-mcp

A generic Markdown vault MCP server with FTS5 full-text search, semantic vector search, frontmatter-aware indexing, incremental reindexing, and non-markdown attachment support that exposes search, read, write, and edit tools.

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.

DeepWriter MCP Server

Provides tools for creating, managing, and generating content for DeepWriter projects through a standardized Model Context Protocol interface.

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.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

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.

MySQL MCP Server

Enables AI applications to interact with MySQL databases through a secure interface, allowing database exploration, querying, and analysis with proper error handling and logging.

obsidian-mcp

Enables reading, writing, searching, and managing an Obsidian vault through Claude, operating directly on markdown files via Node.js fs without requiring the Obsidian app.

GitLab MCP Server

Enables AI agents to interact with GitLab repositories, monitor documentation changes, manage issues and merge requests, and search across projects with comprehensive file and commit operations.