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.

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
Learn more
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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Marketing
Paid

ADCreative.ai

Generate ad banners, texts, photoshoots, and videos that outperform those of your competitors.

#ai
#tools
#seo
+1
Paid
Learn more
IDE, AI Assistant
Free/Paid

Windsurf

Windsurf is a purpose-built Integrated Development Environment (IDE) designed to enhance coding experiences by leveraging AI capabilities.

#ide
#ai
#tools
Free/Paid
Learn more
Text&Chat, Legal
Paid

ROSS

AI systems promise to scale a lawyer's capabilities and capacity. Lets walk through how ROSS' AI Search makes that a reality.

#legal
Paid
Learn more
Coding Tools, IDE, AI Assistant
Free/Paid

Trae

AI-powered IDE for code generation, agent-based programming, and seamless GitHub integration.

#ai
#ide
#code
+10
Free/Paid
Learn more
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.

#design#ui#code#development
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.

#pdf#documents#design#ui
claude-api

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#mcp#pdf#documents#presentations
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.

#mcp#documents#design#ui
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.

#pdf#documents#data#analysis
frontend-design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

#frontend#ui#design#branding
Related coverage

News and articles tied to this use case

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

Goose vs Claude Code: The Ultimate Coding Agent Showdown

Block's Goose offers a free, local alternative to Anthropic's costly Claude Code. Discover why developers are making the switch to open-source AI agents.

blog

Goose: The Free Coding Agent

Block's open-source Goose offers a free, local alternative to Anthropic's pricey Claude Code. It prioritizes privacy and autonomy over subscription fees.

news

Building Visual Document Retrieval Pipelines with ColPali AI

Learn to build a robust visual document retrieval pipeline using ColPali and late interaction scoring. Resolve dependencies and optimize AI search results today.

blog

ColPali Tutorial: Visual Document Pipeline

A new tutorial guides developers through building a robust visual document retrieval pipeline using ColPali. It covers resolving dependency conflicts and using late-interaction scoring for accurate results.

news

Mastering Gradio's gr.HTML for One-Shot Web Apps

Discover how Gradio's new gr.HTML component allows you to build and integrate web apps instantly. A game-changer for rapid AI prototyping.

blog

Gradio's One-Shot Web App Feature

HuggingFace introduces gr.HTML to Gradio, allowing developers to embed entire web applications instantly. This update streamlines the integration of custom UIs into machine learning demos.

news