MCP Servers for Developers
Discover MCP servers for coding, automation, data access, browser control, and agent workflows with developer-focused filtering.
MCP is the integration layer behind deeper agent workflows.
This cluster is for developers and agent builders who need Model Context Protocol servers for repositories, browsers, filesystems, APIs, databases, and operational tooling.
Top matches for mcp for developers
These listings are pulled from the live catalog using category and keyword relevance signals.
Hailuo AI (MiniMax)
Hailuo excels in creative, fluid motion for "out-there" prompts, long clips, and expressive human animation.
Google Veo (Veo 3.1)
Google Veo generates 4K videos with native audio/dialogue/SFX, integrated into Google ecosystem (YouTube, Workspace).
Sora
Sora is OpenAI's state-of-the-art text-to-video model that creates realistic, dynamic videos with audio from natural language prompts or images, emphasizing 3D
Kiling AI
Kling AI is a next‑generation generative media platform for creating high‑quality videos, images and audio from text prompts, reference images or short clips, w
Continue
Continue is an open-source AI code assistant that allows users to connect various models and contexts to create custom autocomplete and chat experiences within
Gemini CLI
Open-source AI agent bringing Google Gemini directly to terminal with ReAct loop and MCP support
Qwen CLI
AI-powered command-line tool for code analysis and editing with Qwen3-Coder model and MCP integration
GitHub CLI
Official GitHub command-line tool for managing PRs, issues, and repos directly from terminal
Cursor CLI
Command-line interface for Cursor IDE to open files and manage projects from terminal
ChatGPT Atlas
Browser/assistant hybrid: brings ChatGPT directly into your browsing flow, with agentic capabilities.
Dia Browser
AI-first web browser: chat with your tabs, get assistive writing/learning/planning tools.
Riffusion
AI tool that turns text prompts into music through image-based diffusion.
Relevant MCP servers
Use these when the workflow needs deeper agent integrations than a standalone product can offer.
project-sentinel
npm audit for AI agents — scan, certify, and enforce trust for MCP servers. Security scanner, trust certificates, YAML-configured gateway.
logan
AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP agent integration, live serial/logcat/SSH/Datadog connections, pattern
justoneapi-mcp
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
docmole
🔍 Explore any documentation with AI using Docmole, an MCP server that makes querying easy and efficient.
che-apple-mail-mcp
📧 Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
symbiote
Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA.
Reusable skills for this workflow
Operational instructions and reusable agent workflows that complement the tools above.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
News and articles tied to this use case
Context pages that help explain launches, workflow shifts, and the surrounding market.
A deep dive into the AI video generator that went from a quiet Chinese tech lab to one of the most talked-about creative tools on the planet.
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Meta is having trouble with rogue AI agents TechCrunch
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Tencent Seizes Momentum in China’s AI Race Against Alibaba Bloomberg.com
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Op Ed: Riaan Van Schoor On Sabre’s MCP Changing How We Innovate The Company Dime
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Announcing the Colab MCP Server: Connect Any AI Agent to Google Colab blog.google
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A Meta agentic AI sparked a security incident by acting without permission Engadget
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