Developer Tools & Repos MCP Servers for Gemini CLI

Check, translate and fix app localization files — ARB, iOS strings, Android XML, i18next JSON.

MCP server for Swift and SwiftUI best practices

SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic-level analysis of Swift codebases to any AI models. By

Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.

MCP server for the Snipe-IT REST API — 100% endpoint coverage (read + write), hand-wrappers + OpenAPI codegen, stdio transport.

Unofficial CLI and MCP server for the Toptal Talent platform — personal-productivity tool

MCP server for prose linting + AI-slop detection: weasel words, passive voice, hedging, filler adverbs, and research-cited AI tells

MCP server for interactive Agda proof development — type-checking, goal inspection, case splitting, proof search, and more via the Model

AgentsKB CLI - Researched answers to any problem. Your AI, upgraded. Lock answers, check coverage, verify facts.

AGLedger MCP Server: thin API pass-through for AI agents via MCP protocol

Make AI Consensus a standing review layer for your coding agent — Claude, GPT and Gemini answer independently, cross-examine each other

MCP server for private, signed AI task receipts and optional validated AIPOU claims.

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.

brandguide/AI MCP server — brand strategy knowledge base for Claude Code, Cursor, and any MCP client

Model Context Protocol server that wraps the CADLens REST API.

MCP App that renders 2D molecular structures from SMILES using RDKit.js

Chrome breakpoint debugging MCP server for inspecting runtime values and stepping through code

MCP server enabling AI consciousness persistence across sessions using RAG technology

Codebase health MCP: dead code, cycles, coupling, architectural drift.

Context optimization tools MCP server for AI coding assistants - compatible with GitHub Copilot, Cursor AI, and other MCP-supporting