Best MCP servers for Build (2026)
Labelhead Artist Momentum is the best mcp server for the Build phase - 74.8k GitHub stars. Strong alternatives: Scrapling MCP Server and Metabase.
4266 MCP servers for developers in Build phase, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed July 28, 2026.
The top 10 MCP servers for build
| # | MCP Server | Stars |
|---|---|---|
| 1 | Trending hip-hop artist momentum scores across four cultural dimensions. | 74.8k |
| 2 |  Scrapling MCP ServercollectionD4Vinci · D4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. | 71.4k |
| 3 |  Metabasemetabase · metabase/metabaseLets AI clients search, explore, query, and visualize data in a Metabase instance. | 48.4k |
| 4 |  Mcp Server Browsercollectionbytedance · bytedance/UI-TARS-desktopMCP server for browser use access | 38.3k |
| 5 | Mcp Server Commandscollectionbytedance · bytedance/UI-TARS-desktop An MCP server to run arbitrary commands | 38.3k |
| 6 | Mcp Server Filesystemcollectionbytedance · bytedance/UI-TARS-desktop MCP server for filesystem access | 38.3k |
| 7 |  Codebase MemorycollectionDeusData · DeusData/codebase-memory-mcpPersistent codebase knowledge graph. Survives session restarts and context compaction. | 35.6k |
| 8 |  GitHubcollectiongithub · github/github-mcp-serverConnect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. | 31.7k |
| 9 |  Serena MCP: the IDE for your agentcollectionoraios · oraios/serenaA powerful toolkit for coding, providing semantic retrieval and editing capabilities. | 27k |
| 10 |  SkyvernSkyvern-AI · Skyvern-AI/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website. | 22.6k |
Why these MCP servers rank for build
1. Labelhead Artist Momentum
Labelhead Artist Momentum ranks #1 of the 4266 MCP servers for Build by adoption, with 74.8k GitHub stars. It trending hip-hop artist momentum scores across four cultural dimensions.
2. Scrapling MCP Server
Scrapling MCP Server ranks #2 of the 4266 MCP servers for Build by adoption, with 71.4k GitHub stars. It web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
3. Metabase
Metabase ranks #3 of the 4266 MCP servers for Build by adoption, with 48.4k GitHub stars. It lets AI clients search, explore, query, and visualize data in a Metabase instance.
4. Mcp Server Browser
Mcp Server Browser ranks #4 of the 4266 MCP servers for Build by adoption, with 38.3k GitHub stars. It mCP server for browser use access.
5. Mcp Server Commands
Mcp Server Commands ranks #5 of the 4266 MCP servers for Build by adoption, with 38.3k GitHub stars. It an MCP server to run arbitrary commands.
Common questions
What is the best mcp server for the Build phase?
Labelhead Artist Momentum is the top-ranked mcp server for Build, with 74.8k GitHub stars - Trending hip-hop artist momentum scores across four cultural dimensions..
What are the best alternatives to Labelhead Artist Momentum for build?
Strong alternatives ranked just behind Labelhead Artist Momentum are Scrapling MCP Server and Metabase. All 4266 options are compared in the table above, ranked by real adoption.
How do I install Labelhead Artist Momentum?
Run: claude mcp add LabelheadArtistMomentum -- npx -y paperclipai/paperclip
How are these MCP servers ranked?
By GitHub stars across the 4266 MCP servers tagged to the Build phase - none of these MCP servers report installs yet. Data from GitHub.
More in Build phase
See every tool on the Build phase hub, browse all MCP servers, or see every best-of shortlist.