Long-tail guide

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.

mcp servers for developersbest mcp serversmodel context protocol serversmcp tools for claude
Tools

Top matches for mcp for developers

These listings are pulled from the live catalog using category and keyword relevance signals.

Video
Free/Paid

Hailuo AI (MiniMax)

Hailuo excels in creative, fluid motion for "out-there" prompts, long clips, and expressive human animation.

#video
Free/Paid
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Video
Free/Paid

Google Veo (Veo 3.1)

Google Veo generates 4K videos with native audio/dialogue/SFX, integrated into Google ecosystem (YouTube, Workspace).

#video
#ai
#image
Free/Paid
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Video
Paid

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

#video
Paid
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Video
Free/Paid

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

#video
Free/Paid
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Development
Free

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

#ai
#ide
#tools
+1
Free
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AI, Developer Tools, Code Assistant
Free

Gemini CLI

Open-source AI agent bringing Google Gemini directly to terminal with ReAct loop and MCP support

#AI
#Google
#Gemini
+6
Free
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Developer Tools, AI, Code Assistant
Free

Qwen CLI

AI-powered command-line tool for code analysis and editing with Qwen3-Coder model and MCP integration

#AI
#Code Assistant
#CLI
+5
Free
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Developer Tools, Version Control, Git
Free

GitHub CLI

Official GitHub command-line tool for managing PRs, issues, and repos directly from terminal

#GitHub
#Git
#CLI
+7
Free
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Developer Tools, Code Editor, IDE
Free / Paid

Cursor CLI

Command-line interface for Cursor IDE to open files and manage projects from terminal

#IDE
#Code Editor
#CLI
+4
Free / Paid
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Text&Chat
Free/Paid

ChatGPT Atlas

Browser/assistant hybrid: brings ChatGPT directly into your browsing flow, with agentic capabilities.

#browser
#surface
#tools
Free/Paid
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Text&Chat
Free

Dia Browser

AI-first web browser: chat with your tabs, get assistive writing/learning/planning tools.

#ai
#tool
Free
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Music
Free

Riffusion

AI tool that turns text prompts into music through image-based diffusion.

#voice
#ai
#audio
+1
Free
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MCP

Relevant MCP servers

Use these when the workflow needs deeper agent integrations than a standalone product can offer.

Skills

Reusable skills for this workflow

Operational instructions and reusable agent workflows that complement the tools above.

algorithmic-art

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.

#skill#agent#workflow#design
canvas-design

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.

#skill#agent#workflow#pdf
claude-api

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.

#skill#agent#workflow#mcp
doc-coauthoring

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.

#skill#agent#workflow#mcp
docx

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.

#skill#agent#workflow#pdf
frontend-design

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.

#skill#agent#workflow#frontend
Related coverage

News and articles tied to this use case

Context pages that help explain launches, workflow shifts, and the surrounding market.

Kling AI — The Studio That Fits in a Browser

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.

blog

Meta is having trouble with rogue AI agents

Meta is having trouble with rogue AI agents TechCrunch

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Tencent Seizes Momentum in China’s AI Race Against Alibaba

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

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

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

A Meta agentic AI sparked a security incident by acting without permission Engadget

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