Best MCP servers for Build (2026)
Labelhead Artist Momentum is the best mcp server for the Build phase - 109k GitHub stars. Strong alternatives: Sequential Thinking and Scrapling MCP Server.
5183 MCP servers for developers in MCP servers, 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 October 31, 2026.
The top 10 MCP servers for build
| # | MCP Server | Stars |
|---|---|---|
| 1 | Labelhead Artist Momentumcollectionpaperclipai · paperclipai/paperclipTop pick Trending hip-hop artist momentum scores across four cultural dimensions. | 109k |
| 2 | Sequential Thinkingcollectionmodelcontextprotocol · modelcontextprotocol/servers Sequential Thinking is one of the official Model Context Protocol reference servers. It gives an agent an explicit scratchpad for multi-step reasoning: thoughts are recorded in sequence, can be revised, and branches can be explored and abandoned - so a hard problem is decomposed on the record instead of inside one opaque completion. Published as @modelcontextprotocol/server-sequential-thinking. | 91.7k |
| 3 | Scrapling MCP ServercollectionD4Vinci · D4Vinci/Scrapling Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. | 90.5k |
| 4 | Context7upstash · upstash/context7 Context7 is Upstash's Model Context Protocol server for live library documentation. It fetches current, version-specific docs and working code examples for a library and puts them straight into the agent's context, so generated code matches the version you actually depend on instead of whatever the model memorised at training time. Available as a hosted remote endpoint and as an npm package. | 64k |
| 5 | Metabasemetabase · metabase/metabase Lets AI clients search, explore, query, and visualize data in a Metabase instance. | 50k |
| 6 | Codebase MemorycollectionDeusData · DeusData/codebase-memory-mcp Persistent codebase knowledge graph. Survives session restarts and context compaction. | 47.9k |
| 7 | Mcp Server Browsercollectionbytedance · bytedance/UI-TARS-desktop MCP server for browser use access | 39.5k |
| 8 | Mcp Server Commandscollectionbytedance · bytedance/UI-TARS-desktop An MCP server to run arbitrary commands | 39.5k |
| 9 | Mcp Server Filesystemcollectionbytedance · bytedance/UI-TARS-desktop MCP server for filesystem access | 39.5k |
| 10 | GitHubcollectiongithub · github/github-mcp-server Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. | 34.1k |
Why these MCP servers rank for build
1. Labelhead Artist Momentum
Labelhead Artist Momentum ranks #1 of the 5183 MCP servers for Build by adoption, with 109k GitHub stars. It trending hip-hop artist momentum scores across four cultural dimensions.
2. Sequential Thinking
Sequential Thinking ranks #2 of the 5183 MCP servers for Build by adoption, with 91.7k GitHub stars. It sequential Thinking is one of the official Model Context Protocol reference servers. It gives an agent an explicit scratchpad for multi-step reasoning: thoughts are recorded in sequence, can be revised, and branches can be explored and abandoned - so a hard problem is decomposed on the record instead of inside one opaque completion. Published as @modelcontextprotocol/server-sequential-thinking.
3. Scrapling MCP Server
Scrapling MCP Server ranks #3 of the 5183 MCP servers for Build by adoption, with 90.5k GitHub stars. It web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
4. Context7
Context7 ranks #4 of the 5183 MCP servers for Build by adoption, with 64k GitHub stars. It context7 is Upstash's Model Context Protocol server for live library documentation. It fetches current, version-specific docs and working code examples for a library and puts them straight into the agent's context, so generated code matches the version you actually depend on instead of whatever the model memorised at training time. Available as a hosted remote endpoint and as an npm package.
5. Metabase
Metabase ranks #5 of the 5183 MCP servers for Build by adoption, with 50k GitHub stars. It lets AI clients search, explore, query, and visualize data in a Metabase instance.
Common questions
What is the best mcp server for the Build phase?
Labelhead Artist Momentum is the top-ranked mcp server for Build, with 109k 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 Sequential Thinking and Scrapling MCP Server. All 5183 options are compared in the table above, ranked by real adoption.
How are these MCP servers ranked?
By GitHub stars across the 5183 MCP servers tagged to the Build phase - none of these MCP servers report installs yet. Data from GitHub.
More in MCP servers
Browse all MCP servers in the catalog, or see every best-of shortlist.