Live survey286 models · 13 providers · 17,592 auditsAudited Using Git Worktrees · SAFE →What changedHow we verifyllms.txt

MCP servers · by job

Mobile development MCP servers

51 MCP servers that build, run and debug iOS and Android apps. 15 are SAFE, 12 CAUTION and 24 BLOCK. Ranked by trust score; each card opens the full audit.

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Cite this page

ModelsAtlas. “Mobile development MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/mobile/page/3

Verdicts · 51 servers

✓SAFE15!CAUTION12✕BLOCK24

Transports

  • stdio, runs locally38
  • Streamable HTTP, remote16
  • SSE, legacy remote2
  • Not declared6

A server can list more than one transport.

Tool risk

10

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 9 tools.

Servers with no destructive tools →

51 mobile development servers

49–51 of 51 · ranked by trust score, then stars

code-graph

cyberchronos00/code-graph

✕BLOCK F

A deterministic code graph for codebases: every caller, route, page and table a change touches, with file:line evidence. CLI, MCP server and web view for AI agents and reviewers.

★ 42 destructive

feedback-kit-skills

tianhaoz95/feedback-kit

✕BLOCK F

Turn in-app user feedback into agent-ready coding prompts.

★ 12 writestdio

SoloMD

zhitongblog/solomd

✕BLOCK F

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

★ 1,130Not listed in sourcestdio

Other jobs

Memory & knowledge330Cloud & infra239Code intelligence179Agent orchestration171Databases155Finance & crypto123Web search121Security119Browser automation116Marketing & analytics95Image, video & audio92Files & storage83Payments65Design tools63Chat & email62Git & code hosting41Project management38Calendar & office35Logs & monitoring33

By risk

Read-only servers1,620No destructive tools3,145Remote servers2,120

Questions

How do you decide which servers are mobile development servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which mobile development MCP servers rank highest on trust?
Mobile Next (mobile-next/mobile-mcp), Apktool (zinja-coder/apktool-mcp-server) and Apple Doc (mightydillah/apple-doc-mcp), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many mobile development servers only read?
20 of the 51 declare tools that all only read; 10 expose at least one destructive tool.

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