Developer Tools & Repos MCP Servers for Zed

VLI AI Trust Protocol — cryptographic accountability for AI decisions. Every AI action sealed, signed, and anchored.

MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows

Unified MCP server for Android development — combines project knowledge, Android CLI execution, live dependency versions, and agentic

Cursor CLI delegation for verified bulk reads and reference-driven code generation.

MCP server providing resources and tools for Appium mobile gestures

MCP (Model Context Protocol) server for Appium v2

MCP Server for Arduino CLI providing sketch, board, library, and file management tools.

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

Artifacta MCP server — artifact store for AI agents (TypeScript, Node 20+).

Pre-deploy ship gate AI agents call before shipping. Also audits the agent's own MCP config.

Generate Express.js backend projects with ORMs, auth, payments, and DevOps

MCP server for the Beszel system/container monitoring tool

Delegate bulk code edits to a cheap worker model. Gated, atomic. PHP and Python.

A Model Context Protocol (MCP) server for BitBucket Cloud operations

Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.

MCP server for Claude Code, Codex, and Gemini integration

MCP server for AI agents — structured code analysis that cuts token usage by 87%

Universal Changelog MCP Server - manage changelogs from any AI assistant

A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry.

MCP server for Chestnyi Znak — Russian product marking system. 10 tools: codes, documents, stocks.

MCP server for parsing Chinese fuzzy time expressions to standard datetime formats