App & platform development MCP servers

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

Complete Unreal Engine development toolkit exposed as MCP tools.

Query and analyze Apple Health CSV exports using DuckDB.

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP

Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

MCP server for Android device control via ADB and scrcpy

Banco Central do Brasil (BCB): SGS series, Focus expectations, PTAX, stats + provenance. 17 tools.

Android in docker solution with noVNC supported, video recording and mcp server

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Dynamically expose tools from proxied servers based on an Agent Persona

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

MCP server for verifying mobile app changes on iOS Simulators and Android Emulators

MCP server for App Store Connect & Google Play Console — iOS/Android app management

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

241 RF & electronics calculators + 13 simulation tools for AI agents.

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros

Expose your personal, professional, educational, and social profile to any AI assistant via MCP.

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.

Turn HTML or mobile-learning exports into SCORM 2004/1.2 packages, and validate any SCORM zip.

PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.

Test your design on the real thing: load a built web app, turn its knobs, verify 1:1, export.

The most advanced, fully offline client-side AI suite on Android today.

Unofficial local-first MCP server for Apple Health export data.

An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode instance and delegate work to its subagents — so orchestrator models like Opus/Fable/GPT5.6 Sol can hand off tasks to the other models OpenCode exposes.

Query 190 Apple Health metrics from any MCP agent: zero-dependency, read-only, local-first.

Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

Expose the ChatGPT desktop app's browser bridge (formerly Codex Desktop) as an MCP server — drive Chrome and Edge from Claude Code and other agents.

An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.

Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI

Checks AI-written SvGrid code against the real API, plus version-pinned Svelte 5 grid docs.

Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools

Eyes and hands for AI agents on Android and iOS devices.

A zero-dependency MCP and Local tool gateway: host your own tools in any language, forward and curate tools from other MCP servers, expose them leanly to cut agent token cost, gate every call through your own policy hooks before it runs, create your own MCP servers easily with zero code - and wrap any MCP server so it speaks both protocol eras! :)

Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.

Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

MCP Server for interacting with Android Devices.

OPC UA companion spec types, namespace dependencies, and engineering units for AI agents

Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.

Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model

Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

FastMCP server exposing Joplin notes, notebooks, tags, and imports.

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

58 CQRS tools exposing 230 GitLab operations across 26 entity types

MCP server exposing the YourImageShare upload API (upload/list/delete) as tools for AI agents.

Opptrix — AI驱动的全球多市场投研工作台 | Open-source LLM research assistant for China A-shares. 170+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.

Governed, read-only MCP server exposing Google Ad Manager inventory discovery to buyer agents

An MCP server that exposes arbitrary CLI tools and shell scripts as MCP Tools

Brand and competitor trend volume over time, with growth signals. Free key at trendsmcp.ai

MCP server for EasyEDA Pro: PCB inspection, BOM, exports, and hardware review.

SQLite MCP — query databases, inspect schemas, explain queries, export data.

Complete MCP server for the Google Play Developer API. 150 tools covering the full Android Publisher API v3 and Play Developer Reporting API v1beta1. Works with Claude, Cursor, VS Code Copilot, Gemini CLI, and any MCP client.

Free passive security scanning - check any domain's DMARC, TLS, headers, and exposures.

Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

MCP server for SAPUI5/OpenUI5 development

UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House

74 open-source Agent Skills for Claude Code and Codex: AI SEO, AEO and GEO, code review with an A-F ship grade, CI gates, AI evals, design systems, conversion copy, Instagram growth, iOS and Android app shipping, creator rights, and consumer refund recovery.

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

Local-first MCP password and credential manager for AI agents. Use passwords, API keys, SSH identities, and TOTP without exposing hidden plaintext to the model.

Headless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.

smartfetch direct-URL fetch, smartsearch web discovery, smartcrawl sites, and docs export MCP.

Drive a running React Native or Expo app from inside its JS runtime: see, act, prove.

Notion MCP server — search, export, and import pages as markdown

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.

Read-only search and navigation of Sparx Enterprise Architect .qea model exports

Drives a real Android device over ADB and attaches the resulting screen to every action.

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

Mobile runtime detection workbench for AI (iOS and Android)

Read-only MCP server for browser bookmarks: Chrome, Safari, Firefox, and read-later exports.

🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editing, color grading, audio mixing, effects, export & more. Control video editing with natural language via Claude, GPT, or any AI assistant. The most comprehensive MCP server for any NLE.

MCP server for Kontur.Diadoc — electronic document interchange, EDI (Russia)

Lossless archive and search for AI agent sessions across clients, exposed to agents over MCP.

MCP server for Yuque — expose your knowledge base to AI assistants.

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

Claude Config Editor is a lightweight web tool that helps you clean and optimize your Claude Code/Desktop config files (.claude.json). Analyze project sizes, bulk delete chat histories, export data for backup, manage servers visually, and speed up Claude—all locally, with auto-backup, no dependencies, and cross-platform support.

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

Create keyframe animations from hand-drawn Excalidraw diagrams — timeline editor, camera animation, sequence reveals, and an MCP server for AI-driven creation with real-time live preview Export as MP4, WebM, GIF, or animated SVG.

Deterministic firmware simulator for ARM Cortex-M and RISC-V — with hardware-validated parity

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

MCP server that can execute commands such as keyboard input and mouse movement on macOS

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

A comprehensive MCP server for Gradle.

Evidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs.

MCP orchestrator — connect dozens of MCP servers while exposing only 8 meta-tools, so tool definitions stop eating your context window

MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iCloud/Google/Exchange.

A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human

A generic MCP server that dynamically exposes tools, resources, and prompts based on a project-level config.

MCP server for UI5 Web Components development assistance

3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.

MCP server for Android emulator automation via ADB.

MCP server for exploring AOSP internals and Jetpack libraries

iOS development ClaudeCode plugin for mindful token and context usage. Contains modular MCPs that group various Xcode/IDB tools based on your current workflow.

Zero trust gateway for MCP servers. Aggregate, filter, and securely access MCP tools from anywhere without VPNs, open ports, or exposed endpoints. Built on OpenZiti, zrok, and Agora with cryptographic identity, mTLS, per-client isolation, and tool-level permission control.

XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclosure of tool responses to reduce context usage. Use --mini param for build-only with tiny context footprint.

The complete Model Context Protocol (MCP) server for Apple's App Store Connect API — 1200+ tools, 100% OpenAPI spec coverage including TestFlight, Xcode Cloud, Game Center, App Clips, in-app purchases, subscriptions, review submissions, analytics, and provisioning. Works with Claude, Cursor, VS Code Copilot, Codex, and any MCP client.

Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text, fleet pipeline. Batch without GUI tour. For Cursor / Claude Desktop. Webapp + Tauri.

LLM exposed as a 9P filesystem

UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard and an experimental, authenticated same-user loopback bridge for local AI control. Complements Epic's official UEFN MCP; Toolbelt is not exposed through Epic's MCP server.

MCP server for Denmark's Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.

Calibre library automation via FastMCP — metadata, shelves, RAG-friendly export. Companion to Calibre, not a replacement. For Cursor / Claude Desktop.

Forecast a WooCommerce CSV import and migrate Shopify exports. 61 documented rules.

Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a custom Python WAAPI library, allowing MCP clients such as Claude or Cursor to automate and compose complex, multi-step Wwise workflows.

Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps REST APIs as MCP tools. Per-agent isolation. Never expose a raw key.

MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools

MCP server exposing IMAP/SMTP email over a fast local cache. Read, search, compose, and manage email from any IMAP provider with near-instant response times via IDLE push notifications.

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.

Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…

Manage Proton Drive from MCP clients through Proton's official CLI without exposing credentials.

Tailwind CSS for Flutter — classes like flex, p-4, dark:bg-gray-800 compose into widget trees. MCP server + Claude Code skill for AI agents.

Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud, zero cost.

Android engineering MCP server with verified documentation grounding and AI validation tools.

Cross-platform Electron desktop studio for Roku developers: remote control, device queries, sideload, telnet console, RALE/App Connector, BrightScript Fiddle, JSON Action Scripts, an `rds` CLI, an MCP server for AI agents, and an internet relay.

A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool

Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.

Powerful Blockbench MCP server and AI-native low-poly workbench for modeling, pixel texturing, rigging, animation, and game-ready exports from a prompt.

iOS dynamic library MCP for agents

An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.

Local-first beat library built for producers — catalog, BPM/key analysis, license tiers & PDFs, tagged-MP3 + loopkit export, and assisted multi-platform publishing. Chat with your catalog via a built-in AI Agent (Claude · ChatGPT · DeepSeek), or wire it to any MCP client. Desktop + web.

An MCP (Model Context Protocol) layer that exposes sktime’s native registry and semantics to an LLM

Agent-native installer and control plane for Paydirt iOS feedback

iOS App Store revenue & download estimates with confidence labels

MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes.

FreeCAD 3D CAD automation via FastMCP — headless document/export plus FluidX3D/OpenFOAM CFD extensions. For Cursor / Claude Desktop. Webapp.

Local MCP server that exposes classic Outlook desktop (mail, calendar, contacts, tasks, rules) to Claude and other MCP clients via COM. No Azure app, no Graph API, no OAuth.

Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with SwiftUI, Swift MLX and Apple Intelligence using Apple's on device model on MacOs Tahoe (MacOS 26). Now with side-by-side Qwen3-VL for vison

Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports and Power BI.

Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai

530 MCP tools across 561 fintech tools: ChainGraph AP2 decisions, execution_hash. Zero PII.

An MCP (Model Context Protocol) server that enables AI assistants to control iOS Simulator. Seamlessly integrates with Claude Desktop, Cursor, Claude Code, and other MCP-compatible clients.

Search, label and export your LinkedIn saved posts, then draft, schedule and publish from them.

Berlin real estate for AI agents: granular market data and property search, free, by GUTHMANN®.

PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.

Read-only AI project discovery, verification, comparison, shortlisting, and stack planning.

Model Context Protocol server for CyberChef — exposes GCHQ's "Cyber Swiss Army Knife" as AI-agent tools: 504 operations across encryption, encoding, compression and forensics, on MCP protocol revision 2026-07-28

Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP

A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

MCP server for Rockwell/Allen-Bradley Studio 5000 — parse L5X project exports and give AI agents structured access to PLC tags, UDTs, routines, and programs.

Thick client penetration testing and MSIX security audit toolkit for Windows. Audits .NET, Electron and native binaries: static and runtime checks, IL-verified findings, computed CVSS v4.0, CWE/ATT&CK mapping, SBOM, HTML/Excel reports. PowerShell engine, GUI, MCP server and agentic AI triage.

MCP server exposing live Helldivers 2 galactic war data.

Push notifications for AI agents - send instant iPhone notifications from any MCP client.

MCP Server to expose the GDB debugging capabilities

Give any chat AI a real terminal. Local stdio MCP for Warp, Claude Desktop, and other hosts. macOS, Swift.

A self-hosted MCP proxy and aggregation platform. Manage multiple MCP servers and expose them through a single endpoint.

Browser-only Markdown editor that packages any document into a Claude Agent Skill (SKILL.md / .skill bundle) in one click — and exposes an MCP server for Claude Code. Live preview, GFM tables, Mermaid, Prism, HTML/PDF export. No account, 100% local. Next.js + React.

ASO analytics and App Store optimization tools for indie iOS developers and AI agents.

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

MCP server giving AI agents eyes and hands inside Android devices via ADB

MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.

Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.

Ultra-lightweight AI Agent & Assistant for $10 SBCs & Android. Urdu-first, Go-based, and privacy-focused. 99% smaller memory than typical gateways.

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.

Open-source MCP server connecting Claude AI to Oracle EPM Cloud via REST APIs. Run business rules, export data, and automate month-end close through natural language. Full tutorials and articles at fmepm.com. Built by Fred Mamadjanov, Oracle ACE Pro.

C# MCP server exposing Windows ETW (.etl) trace analyzers — CPU, scheduler waits, image loads, file/disk/mmap/network I/O, memory resources, CLR runtime — over Claude Code, Codex, and other MCP clients. Common uses: app startup, slow process creation, AV/EDR stalls, disk regressions.

MCP Server for inspecting, creating, editing, running, exporting, and deleting macOS Alfred 5 workflows.

iOS MCP server: 49 tools free (58 with Pro), xcresult parsing, WDA UI automation, fast screenshots.

Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents

MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history

Publish an HTML document as a link anyone can open in one tap, plus PDF, image and Word export.

Give your AI agents full control over any Electron app. Zero changes to your existing code. Made for AgentsRoom.dev.

AI-Powered Document Intelligence for Paperless-ngx — Semantic search, auto-classification, receipt extraction, DATEV export. 100% local with Ollama. MCP Server for Claude Code.

MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

Hotel PMS pricing, comparisons, OTA savings math, docs search and live demo availability.

MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.

Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tweetsmash

Nabu is an ASP.NET Core extension that makes it easy to expose existing application endpoints and actions as Model Context Protocol (MCP) tools, allowing AI agents and MCP-compatible clients to interact with your application with minimal configuration.

Convert .eml email exports to Markdown with YAML front matter

An MCP server for Android's Tasker automation app.

TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsapi.ai

Инструмент для выгрузки синтаксис помощника в файлы

Unofficial read-only MCP server for VeryChic hotel offers

AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.

Search, play, and control Stremio on Android TV over native ADB.

Swift-native MCP server for Word (.docx) manipulation with 148 tools

MCP server exposing 40 PM skills + 11 workflows + 8 utility tools (59 tools) via Model Context Protocol. In maintenance mode (v2.9.x line, latest v2.9.3; catalog frozen at v2.9.2 build). For new users, the file-based install from product-on-purpose/pm-skills is recommended.

AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).