"Tools and services for orchestrating, organizing, and assisting in app development" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Development Tools MCP Server

  code-alchemist01

  A

  security

  A

  license

  -

  quality

  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  9

  2

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  -

  quality

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  -

  quality

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  28

  7

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Reuters Business and Financial

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  -

  quality

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• In Memoria

  pi22by7

  -

  security

  A

  license

  -

  quality

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  171

  165

  MIT

• gdb and rr Debugging

  schuay

  A

  security

  A

  license

  -

  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• mcp-services

  san-npm

  -

  security

  A

  license

  -

  quality

  Multi-tool MCP server for AI agents with 29 tools across web scraping, SEO analysis, screenshot and PDF generation, domain intelligence, content extraction, multi-chain EVM blockchain queries, and security toolkit. Free tier available with no auth required.

  Last updated 2026-03-10

  54

  1

  MIT

• Realty In Ca1 MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  13

  MIT

• All-in-MCP

  isomoes

  A

  security

  A

  license

  -

  quality

  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  10

  2

  MIT

• Realty In Au MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• MCP Server for stock and

  aahl

  A

  security

  A

  license

  -

  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT

• Social Download All In One

  BACH-AI-Tools

  -

  security

  A

  license

  -

  quality

  Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

  Last updated 2025-12-07

  MIT

• Total Development Toolkit MCP

  su-record

  -

  security

  -

  license

  -

  quality

  An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.

  Last updated 2025-07-04

• MCP Server with LangChain and

  durgeshmca

  -

  security

  F

  license

  -

  quality

  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• FastMCP Development Assistant

  kongyo2

  A

  security

  -

  license

  -

  quality

  Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.

  Last updated 2025-08-28

  6

  MIT

• MCP Tools for Obsidian

  jacksteamdev

  -

  security

  A

  license

  -

  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT

• AI Development Pipeline MCP

  theburgerllc

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

  Last updated 2025-06-06

  7

  MIT

• Game Services MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with Google Cloud Game Services API, allowing users to manage game server deployments, realms, and configurations through natural language.

  Last updated 2025-07-16

  1
• 

  Bitrefill Search and Shopofficial

  bitrefill

  A

  security

  A

  license

  -

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• Local Services MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.

  Last updated 2025-07-16

• OpenAI and Claude MCP

  Spysailor

  -

  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8
• 

  Databutton App MCPofficial

  databutton

  -

  security

  A

  license

  -

  quality

  A proxy server that allows LLM clients to use Databutton app API endpoints as tools through the MCP protocol over websockets.

  Last updated 2025-04-04

  1

  MIT

• app-publish-mcp

  mikusnuz

  A

  security

  A

  license

  B

  quality

  Unified MCP server for App Store Connect & Google Play Console — manage listings, screenshots, releases, reviews & submissions

  Last updated 2026-03-19

  91

  27

  3

  MIT

• Databricks MCP Server App

  rohit-db

  -

  security

  F

  license

  -

  quality

  Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.

  Last updated 2026-02-23

  5

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  -

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• All-in-One Dev

  nguyenvanduocit

  -

  security

  F

  license

  -

  quality

  All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...

  Last updated 2025-02-24

  103

• OCI Core Services FastMCP

  adibirzu

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  security

  -

  license

  -

  quality

  A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.

  Last updated 2025-09-04

  1

  MIT

• Spec-Driven Development MCP

  formulahendry

  A

  security

  A

  license

  -

  quality

  Facilitates spec-driven development workflows by providing structured prompts for generating requirements in EARS format, design documents, and implementation code following a systematic approach.

  Last updated 2025-09-26

  33

  428

  MIT

• Document Reading and Converter

  mffrydman

  -

  security

  F

  license

  -

  quality

  Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

  Last updated 2025-06-25

  1

• Bilibili Mcp Server

  365903728-oss

  -

  security

  F

  license

  -

  quality

  ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

  Last updated 2026-03-11

  78

  2

• Date and Time MCP Server

  MarcinMalczewski

  -

  security

  F

  license

  -

  quality

  A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

  Last updated 2025-06-11

• Banking and Fintech MCP Server

  anhtuanluu

  -

  security

  F

  license

  -

  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28

• Access and SQLite MCP Server

  scanzy

  -

  security

  A

  license

  -

  quality

  Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

  Last updated 2025-09-17

  6

  MIT

• mcp-dreamlaunchers-in

  dreamlaunchersin

  -

  security

  -

  license

  -

  quality

  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• Music and Madness Sync Bridge

  CaptainCurso

  -

  security

  F

  license

  -

  quality

  Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

  Last updated 2026-02-21

• MCP Tools

  dlightyupgrade

  -

  security

  F

  license

  -

  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• Goose App Maker MCP

  michaelneale

  A

  security

  F

  license

  -

  quality

  This MCP server allows users to create, manage, and serve web applications through Goose, storing apps in configurable directories and providing web app serving capabilities.

  Last updated 2025-04-29

  9

  3

• MCP Server for EAI Services

  iamsumit-git

  -

  security

  F

  license

  -

  quality

  Implements a Multi-Channel Platform Server that integrates with existing Enterprise Application Integration services, providing tools and endpoints to securely fetch network reports and access management features.

  Last updated 2025-08-01

• autonomous-frontend-browser

  Winds-AI

  A

  security

  A

  license

  -

  quality

  Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.

  Last updated 2025-09-05

  9

  9

  10

  MIT

• Garmin MCP App

  chenhunghan

  -

  security

  A

  license

  -

  quality

  An MCP server featuring an interactive React UI for Garmin Connect integration. It allows users to access and interact with Garmin fitness and health data through the Model Context Protocol.

  Last updated 2026-03-26

  7

  MIT

• MCP Linear App

  zalab-inc

  A

  security

  F

  license

  -

  quality

  A server that enables AI assistants to interact with Linear's project management tools through the Model Context Protocol, supporting features like searching, creating, and updating issues, adding comments, and retrieving user profiles and team information.

  Last updated 2025-03-19

  9

• app-screen-mcp

  xmuweili

  A

  security

  F

  license

  B

  quality

  An MCP server for reliable iOS Simulator automation that enables agents to control devices, read accessibility UI trees, and capture screenshots. It supports deterministic grounded actions like tapping, typing, and swiping to create a closed-loop observe-reason-act cycle.

  Last updated 2026-02-28

  15

  2

  1

• Things App MCP

  lucas-flatwhite

  A

  security

  F

  license

  -

  quality

  An MCP server for Things 3 on macOS that enables AI assistants to create, read, update, and manage tasks, projects, and areas. It utilizes the Things URL scheme for write operations and AppleScript for querying data directly from the application.

  Last updated 2026-03-25

  15

  6

  2

• MCP Tools

  starzzzzzzzzzzzzzz

  -

  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• Radarr and Sonarr MCP Server

  BerryKuipers

  -

  security

  F

  license

  -

  quality

  A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs.

  Last updated 2025-10-25

  32

• URL Reputation and Validity

  prismon

  -

  security

  A

  license

  -

  quality

  Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

  Last updated 2025-05-29

  MIT

• Two Truths and a Twist

  ErgodicLabs

  -

  security

  A

  license

  -

  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT