MCP servers for developers

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

1. 1

   io.github.YawLabs/ctxlint

   MCP

   UnknownLast commit: unavailable

   Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase

   mcpmeasured growthOpen source ↗

   Install claude mcp add ctxlint -- npx @yawlabs/ctxlint

   4 989downloads over 7 days+2 501 (+100.5 %)
2. 2

   io.github.YawLabs/caddy-mcp

   MCP

   UnknownLast commit: unavailable

   MCP server for managing Caddy web servers via the admin API

   mcpmeasured growthOpen source ↗

   Install claude mcp add caddy-mcp -- npx @yawlabs/caddy-mcp

   695downloads over 7 days+559 (+411.0 %)
3. 3

   io.github.YawLabs/fetch-mcp

   MCP

   UnknownLast commit: unavailable

   HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata extraction

   mcpmeasured growthOpen source ↗

   Install claude mcp add fetch-mcp -- npx @yawlabs/fetch-mcp

   569downloads over 7 days+452 (+386.3 %)
4. 4

   io.github.YawLabs/aws-mcp

   MCP

   UnknownLast commit: unavailable

   AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

   mcpmeasured growthOpen source ↗

   Install claude mcp add aws-mcp -- npx @yawlabs/aws-mcp

   635downloads over 7 days+433 (+214.4 %)
5. 5

   io.github.YawLabs/tailscale-mcp

   MCP

   UnknownLast commit: unavailable

   Tailscale MCP server for managing your tailnet from AI assistants

   mcpmeasured growthOpen source ↗

   Install claude mcp add tailscale-mcp -- npx @yawlabs/tailscale-mcp

   620downloads over 7 days+409 (+193.8 %)
6. 6

   io.github.Cubiczan/codesentinel

   MCP

   UnknownLast commit: unavailable

   AI codebase health analysis: dead code, circular deps, coupling, architectural drift.

   mcpmeasured growthOpen source ↗

   Install claude mcp add codesentinel -- npx @cubiczan/codesentinel-mcp

   416downloads over 7 days+384 (+1200.0 %)
7. 7

   io.github.YawLabs/lemonsqueezy-mcp

   MCP

   UnknownLast commit: unavailable

   LemonSqueezy MCP server for managing your store from AI assistants

   mcpmeasured growthOpen source ↗

   Install claude mcp add lemonsqueezy-mcp -- npx @yawlabs/lemonsqueezy-mcp

   507downloads over 7 days+381 (+302.4 %)
8. 8

   io.github.WaterTian/wechat-devtools

   MCP

   UnknownLast commit: unavailable

   MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

   mcpmeasured growthOpen source ↗

   Install claude mcp add wechat-devtools -- uvx wechat-devtools-mcp

   915downloads over 7 days+416 (+83.4 %)
9. 9

   TopicGate

   MCP

   UnknownLast commit: unavailable

   Secure local access to MQTT topics through MCP.

   mcpmeasured growthOpen source ↗

   Install claude mcp add topicgate -- uvx topicgate

   860downloads over 7 days+359 (+71.7 %)
10. 10

    appllama-skills

    MCP

    ActiveLast commit 3 days ago · 2026-08-28

    A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

    License: MIT

    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-skill

    githubcreated 19 days agonewmeasured growthOpen source ↗

    425GitHub stars+239 (+128.5 %)
11. 11

    io.github.YawLabs/ssh-mcp

    MCP

    UnknownLast commit: unavailable

    MCP server for SSH operations with built-in diagnostics

    mcpmeasured growthOpen source ↗

    Install claude mcp add ssh-mcp -- npx @yawlabs/ssh-mcp

    316downloads over 7 days+212 (+203.8 %)
12. 12

    Bitbucket MCP

    MCP

    UnknownLast commit: unavailable

    Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

    mcpmeasured growthOpen source ↗

    Install claude mcp add bitbucket-mcp -- npx bitbucket-mcp

    4 018downloads over 7 days+1 069 (+36.2 %)
13. 13

    io.github.YawLabs/redis-mcp

    MCP

    UnknownLast commit: unavailable

    Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA advisor

    mcpmeasured growthOpen source ↗

    Install claude mcp add redis-mcp -- npx @yawlabs/redis-mcp

    328downloads over 7 days+186 (+131.0 %)
14. 14

    io.github.YawLabs/electron-mcp

    MCP

    UnknownLast commit: unavailable

    Electron.js MCP server — IPC scaffolding, security auditing, build tooling for AI assistants

    mcpmeasured growthOpen source ↗

    Install claude mcp add electron-mcp -- npx @yawlabs/electron-mcp

    291downloads over 7 days+153 (+110.9 %)
15. 15

    io.github.YawLabs/mcp-compliance

    MCP

    UnknownLast commit: unavailable

    CLI tool and MCP server that tests MCP servers for spec compliance

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-compliance -- npx @yawlabs/mcp-compliance

    458downloads over 7 days+190 (+70.9 %)
16. 16

    io.github.CrumbtrailDev/crumbtrail

    MCP

    UnknownLast commit: unavailable

    Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle.

    mcpmeasured growthOpen source ↗

    Install claude mcp add crumbtrail -- npx crumbtrail-node

    1 166downloads over 7 days+317 (+37.3 %)
17. 17

    io.github.YawLabs/npmjs-mcp

    MCP

    UnknownLast commit: unavailable

    npm registry MCP server — package intelligence, security audits, dependency analysis

    mcpmeasured growthOpen source ↗

    Install claude mcp add npmjs-mcp -- npx @yawlabs/npmjs-mcp

    292downloads over 7 days+141 (+93.4 %)
18. 18

    Pane

    MCP

    UnknownLast commit: unavailable

    Hand a human a rich interactive UI by URL and get structured data back, from any MCP client.

    mcpmeasured growthOpen source ↗

    Install claude mcp add pane -- npx @paneui/mcp

    124downloads over 7 days+85 (+217.9 %)
19. 19

    io.github.YawLabs/postgres-mcp

    MCP

    UnknownLast commit: unavailable

    PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants

    mcpmeasured growthOpen source ↗

    Install claude mcp add postgres-mcp -- npx @yawlabs/postgres-mcp

    6 663downloads over 7 days+657 (+10.9 %)
20. 20

    Graft

    MCP

    ActiveLast commit today · 2026-08-31

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

    TypeScriptLicense: MIT

    • ai-agents
    • anthropic
    • claude-code
    • cli
    • code-graph

    githubcreated 59 days agomeasured growthOpen source ↗

    5 247GitHub stars+354 (+7.2 %)
21. 21

    Cortex

    MCP

    UnknownLast commit: unavailable

    Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cortex -- uvx abbacus-cortex

    106downloads over 7 days+46 (+76.7 %)
22. 22

    GST Cranes Public Discovery MCP

    MCP

    UnknownLast commit: unavailable

    Public read-only discovery tools for GST Cranes marketplace, wanted ads, and Crane Wiki.

    mcpmeasured growthOpen source ↗

    Install claude mcp add gstcranes-mcp-server -- npx @gstcranes/mcp-server

    53downloads over 7 days+25 (+89.3 %)
23. 23

    io.github.YawLabs/vew-mcp

    MCP

    UnknownLast commit: unavailable

    Browser MCP: drive a real Chromium via Playwright with compact ref-addressable page snapshots

    mcpmeasured growthOpen source ↗

    Install claude mcp add vew-mcp -- npx @yawlabs/vew-mcp

    131downloads over 7 days+42 (+47.2 %)
24. 24

    io.github.F-loat/mtop-devtools

    MCP

    UnknownLast commit: unavailable

    让 AI 与 Chrome 浏览器实时交互：获取历史请求、控制台日志、RUM/埋点事件，并动态设置 Mock 数据。

    mcpmeasured growthOpen source ↗

    Install claude mcp add mtop-devtools -- npx @mtop-devtools/mcp-server

    102downloads over 7 days+34 (+50.0 %)
25. 25

    worldmonitor

    MCP

    ActiveLast commit today · 2026-09-01

    Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

    TypeScriptLicense: AGPL-3.0

    • agent
    • ai
    • dashboard
    • geopolitics
    • mcp

    githubcreated 7 months agomeasured growthOpen source ↗

    85 227GitHub stars+1 072 (+1.3 %)