Start with the smallest useful stack
For most coding sessions, one or two high-value servers are enough. Claude Code already has repository and terminal capabilities, so an MCP server should close a repeated gap rather than duplicate a built-in path. Begin with documentation or one system of record, then add browser, database, or project tools when the workflow proves it needs them.
How the live shortlist is computed
The table is generated from the active catalog rather than hand-written. Candidates must match a developer workflow category, declare Claude Code compatibility, and clear the displayed adoption floor. Duplicate repositories are collapsed; eligible entries are ordered by TrustScore, then stars. TrustScore combines public maintenance, adoption, usability, health, and community signals. It is not a security score.
| # | Server | TrustScore | Stars | 客户端 |
|---|---|---|---|---|
| 1 | io.github.D4Vinci/ScraplingScrapling MCP Server | 93 | 73,830 | claude-code · derived |
| 2 | io.github.microsoft/playwright-mcpPlaywright Tools for MCP | 87 | 36,128 | claude-code · derived |
| 3 | io.github.homeassistant-ai/ha-mcpComprehensive Model Context Protocol server for managing Home Assistant through | 87 | 4,381 | claude-code · derived |
| 4 | io.github.bytebase/dbhubDBHub | 87 | 3,365 | claude-code · derived |
| 5 | io.github.ChromeDevTools/chrome-devtools-mcpChrome DevTools MCP | 86 | 48,873 | claude-code · derived |
| 6 | io.github.usekaneo/kaneoOfficial MCP server for Kaneo: manage tasks, projects, and labels from Claude an | 86 | 8,047 | claude-code · derived |
| 7 | io.github.Ataraxy-Labs/semEntity-level code intelligence: semantic diff, impact analysis, blame, and conte | 86 | 3,302 | claude-code · derived |
| 8 | io.github.atilaahmettaner/tradingview-mcpReal-time market data, screeners, technical analysis & backtesting for stocks, c | 85 | 3,937 | claude-code · derived |
| 9 | io.github.zereight/gitlab-mcpGitLab MCP server for projects, merge requests, issues, pipelines, wiki, release | 85 | 1,886 | claude-code · derived |
| 10 | io.github.github/github-mcp-serverGitHub | 84 | 32,250 | claude-code · derived |
这些分类下 2077 个活跃维护的 server 中，10 个越过了 500 star 采用度门槛，按 TrustScore 排序。每日依据公开的 GitHub、npm 和 Registry 信号重新生成，完整权重见编辑方针页。✓ 表示我们在沙箱中安装并确认可启动。
Read the compatibility basis before the rank
The 2026-08-05 snapshot has 2,400 Claude Code compatibility rows. Only two are marked verified from stored sandbox startup and tool-list evidence; 2,398 are derived from a declared stdio or remote transport. Derived means 'configuration appears compatible,' not 'MCP Radar completed a Claude Code workflow.' Open each entity page and inspect the basis before installation.
Set up and smoke-test one pick
Add the server at local scope first, inspect it with `claude mcp list` and `claude mcp get`, open `/mcp`, and run one non-destructive task. Record the exact server identity, command/URL, auth scope, tools exposed, result, and date. Move a definition to project scope only after the team reviews the command and permission boundary.
Exclude servers that add more risk than leverage
Exclude a candidate when ownership or package identity is ambiguous, maintenance is stale, the requested credential is broader than the task, the same outcome is simpler through a trusted CLI, or the server exposes a large tool surface you will not use. A high rank cannot override a failed source, permission, or client test.