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Spring Based MCP Server

GitLab MCP provides a comprehensive bridge to the GitLab API, enabling AI assistants to interact with GitLab repositories through a set of standardized tools. Developed by nguyenvanduocit, it supports operations like listing projects, managing merge requests, retrieving file contents, analyzing pipelines, and exploring user events. The implementation is particularly useful for developers seeking programmatic interaction with GitLab through a conversational AI interface.

Official MCP server for IntelCue — live market & competitive intelligence (trending topics, competitor alerts, keywords) delivered to Claude and any MCP client. intelcue.ai

Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools to call any API method and list methods with minimal context cost.

Export .pen design to React/Tailwind code.

Enables creating Jira issues and listing issue types for a Jira Cloud project using Basic Auth credentials.

Provides futures market analytics (Open Interest, Liquidations, Long/Short Ratio, Funding Rates) via the CoinGlass API v4, enabling natural language queries for crypto derivatives data.

This WeCom bot MCP server, developed by an unnamed author, provides a bridge between MCP and WeCom (WeChat Work) group messaging. Built with Go and leveraging the mcp-go library, it offers tools for sending various message types including text, markdown, images, news articles, and template cards to WeCom groups. The implementation also supports file uploads and mentions specific users or mobile numbers. It's designed for easy integration into workflows requiring team communication, making it particularly useful for developers and teams looking to automate notifications, share updates, or integrate WeCom messaging into their AI-assisted applications.

Official MCP server for Lovable, the AI-powered full-stack app builder.

MCP server for the Chief Editor AI slop detector — analyses text for AI-generated writing patterns

Enables generation of UUIDs (v4, v7) and ULIDs, UTC time retrieval, and customizable random string creation with options for length, case, numbers, and special characters.

Enables AI models to interact with SQLite Cloud databases, supporting SQL queries, schema management, and performance analysis.

WIP MCP server for file management.

An MCP server for validating and rendering Mermaid diagrams. Accepts Mermaid syntax as input and returns either a successfully rendered SVG image or detailed validation errors explaining what went wrong. Useful for ensuring diagram correctness before embedding in documentation or presentations.

Propamp.ai for Amazon Sellers: Get FBA sales analytics, PPC performance, inventory forecasts and landed cost calc directly in Claude/Cursor. SEO-optimized for Amazon ops.

This MCP server provides integration with CoinGecko's cryptocurrency API, enabling AI assistants to access real-time and historical cryptocurrency market data including prices, market caps, trading volumes, and other financial metrics. Built by kasnino, it uses the official @coingecko/coingecko-mcp package and connects to CoinGecko's remote MCP endpoint via server-sent events, requiring a CoinGecko API key for authentication. The implementation is particularly useful for cryptocurrency analysis, portfolio tracking, market research, and building financial applications that need access to comprehensive crypto market data without direct API integration complexity.

A design-style library for AI agents: search real styles, fetch a ready-to-apply design spec.

AI-native business intelligence data query & chart visualization agent (Basedash style)

Connect Windsurf to live trend data: Google, YouTube, TikTok, Reddit, Amazon, news, Steam, npm and more. One MCP, free tier, no scraping.

tarot-draw MCP — wraps StupidAPIs (keyless — no credential needed)