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Alternatives to stepcode

Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool.

stepcode is tagged DevTools. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.

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GitHub

by github

30k ★MIT

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

$docker run -i --rm ghcr.io/github/github-mcp-server:2.0.3
AIDevTools
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Serena MCP: the IDE for your agent

by oraios

24k ★MIT

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

$uvx serena-agent@1.5.3
SearchAIDevTools
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Figma-Context-MCP

by GLips

15k ★MIT

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

$npx -y figma-developer-mcp@0.13.2
DevToolsData
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Inbox Zero

by elie222

11k ★

Search Gmail and Outlook, save drafts, manage email rules, and view email stats.

$https://www.getinboxzero.com/mcp
SearchAIDevTools
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Desktop Commander

by wonderwhy-er

6.0k ★MIT

MCP server for terminal commands, file operations, and process management

$npx -y @wonderwhy-er/desktop-commander@0.3.1
FilesDevTools
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mobile-mcp

by mobile-next

4.8k ★Apache-2.0

MCP server for iOS and Android Mobile Development, Automation and Testing

$npx -y @mobilenext/mobile-mcp@1.0.15
DevTools
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mcp-server-chart

by antvis

4.0k ★MIT

A Model Context Protocol server for generating charts using AntV.

$npx -y @antv/mcp-server-chart@0.9.0-beta.1
AIDevToolsData
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Excel MCP Server

by haris-musa

3.8k ★MIT

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

$uvx excel-mcp-server@2.2.6
FilesAIDevTools
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mcp-server-browserbase

by browserbase

3.3k ★Apache-2.0

MCP server for AI web browser automation using Browserbase and Stagehand

$npx -y @browserbasehq/mcp-server-browserbase@2.1.1
BrowserAIDevTools
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mcp-grafana

by grafana

3.0k ★Apache-2.0

An MCP server giving access to Grafana dashboards, data and more.

$docker run -i --rm docker.io/grafana/mcp-grafana:2.1.1
DevToolsData
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Semiotic

by nteract

2.7k ★Apache-2.0

Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.

$npx -y semiotic@3.13.3
AIDevToolsData
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arxiv-mcp-server

by blazickjp

2.7k ★Apache-2.0

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

$uvx arxiv-mcp-server@0.8.2
SearchDevTools