"Resources and Assistance in Embedded Programming, C, and C++" matching MCP servers:

• C++ MCP Server

  kandrwmrtn

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  security

  A

  license

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  quality

  An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

  Last updated 2025-09-18

  27

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  C

  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

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  B

  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

  45

  7

  MIT

• M/M/1 and M/M/c Queue

  kiyoung8

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  security

  A

  license

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  quality

  Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy, with tools for parameter validation, theoretical metric calculation, simulation execution, and comparison of separate vs pooled queue strategies.

  Last updated 2025-12-05

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  C

  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

• Account and Transaction MCP

  ag2-mcp-servers

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  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

• C++ Style Guide MCP Server

  SongJiangzhou

  A

  security

  A

  license

  A

  quality

  Provides professional C++ code style checking, best practices analysis, and modern C++ upgrade suggestions with tools for naming conventions, memory safety, const correctness, and access to comprehensive C++ style documentation.

  Last updated 2026-02-18

  5

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  B

  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

• C++ Style Guide MCP Server

  SongJiangzhou

  A

  security

  A

  license

  A

  quality

  Provides C++ code analysis tools for checking naming conventions, include guards, memory safety, const correctness, and modern C++ upgrade suggestions, along with style guide documentation and code review templates.

  Last updated 2026-02-18

  5

  MIT

• C++ UML Class Diagram

  hydavinci

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  security

  A

  license

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  quality

  Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.

  Last updated 2025-08-27

  1

  MIT

• Axivion MISRA C:2012

  varunjain-byte

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  security

  A

  license

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  quality

  An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violations.

  Last updated 2026-02-13

  MIT

• 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

• 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

• In Memoria

  pi22by7

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  security

  A

  license

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  quality

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

  Last updated 2025-12-23

  171

  165

  MIT

• Robot Resources Scraper

  robot-resources

  A

  security

  A

  license

  B

  quality

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-03-20

  2

  27

  1

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

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  security

  A

  license

  -

  quality

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-03-20

  25

  1

  MIT

• OnlineGDB MCP Server for C++

  ayushtiwari110

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  security

  F

  license

  -

  quality

  Enables AI agents to execute C++ code, test solutions against multiple test cases, analyze performance, and generate test cases using OnlineGDB's online compiler. Perfect for solving competitive programming problems with iterative self-correction capabilities.

  Last updated 2025-07-05

  2

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT

• All-in-MCP

  isomoes

  A

  security

  A

  license

  C

  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

• Date and Time MCP Server

  MarcinMalczewski

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  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
• 

  Bitrefill Search and Shopofficial

  bitrefill

  A

  security

  A

  license

  A

  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

• OpenAI and Claude MCP

  Spysailor

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  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

• All-in-One Dev

  nguyenvanduocit

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  security

  F

  license

  -

  quality

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

  Last updated 2025-02-24

  103

• Bilibili Mcp Server

  365903728-oss

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  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

• Document Reading and Converter

  mffrydman

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  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

• Realty In Au MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  B

  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

• Realty In Ca1 MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  B

  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

• mcp-dreamlaunchers-in

  dreamlaunchersin

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  security

  -

  license

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  quality

  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• Access and SQLite MCP Server

  scanzy

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  security

  A

  license

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  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

  8

  MIT

• Radarr and Sonarr MCP Server

  BerryKuipers

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  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

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  security

  A

  license

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  quality

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

  Last updated 2025-05-29

  MIT

• Music and Madness Sync Bridge

  CaptainCurso

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  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

• Banking and Fintech MCP Server

  anhtuanluu

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  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

• Two Truths and a Twist

  ErgodicLabs

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  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

• FreeRTOS Embedded Development

  aitersmam888

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  security

  A

  license

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  quality

  Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.

  Last updated 2025-10-18

  3

  MIT

• Social Download All In One

  BACH-AI-Tools

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  security

  A

  license

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  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

• Serper Search and Scrape MCP

  tahaswx

  A

  security

  A

  license

  B

  quality

  Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

  Last updated 2025-03-13

  2

  1,437

  MIT

• Jimeng MCP Server

  c-rick

  A

  security

  F

  license

  D

  quality

  Integrates Jimeng AI image and video generation services through MCP protocol, enabling users to generate high-quality images and videos from text prompts with support for image mixing, reference images, and multiple AI models.

  Last updated 2026-03-17

  3

  10

  51

• lunar-mcp

  XiaoYijiang-c

  -

  security

  F

  license

  -

  quality

  lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditional calendar, fortune telling, and divination. It enables AI agents to integrate Chinese cultural computations into their workflows.

  Last updated 2026-03-05

• MetaMask Embedded Wallets MCP

  Web3Auth

  A

  security

  A

  license

  A

  quality

  Teaches AI coding agents how to reason correctly about MetaMask Embedded Wallets / Web3Auth architecture, SDK choice, key derivation, auth flows, and common integration pitfalls.

  Last updated 2026-04-10

  5

  1

  MIT

• Vibe Preprocessing and

  mudit14224

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  security

  F

  license

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  quality

  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3

• Financial News and Notes MCP

  guangxiangdebizi

  A

  security

  A

  license

  D

  quality

  A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.

  Last updated 2026-03-04

  5

  36

  529

  MIT

• Redmine Analytics and

  a1official

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  security

  F

  license

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  quality

  A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  Last updated 2026-02-13

• Weather and Stock Information

  suraj2906

  A

  security

  F

  license

  B

  quality

  An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

  Last updated 2025-06-06

  5

• MCP Server for stock and

  aahl

  A

  security

  A

  license

  B

  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT

• IMF Data MCP Server

  c-cf

  A

  security

  A

  license

  A

  quality

  The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:

  Last updated 2026-04-05

  10

  8

  Apache 2.0

• Canvas MCP - College and High

  aryankeluskar

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  security

  A

  license

  -

  quality

  A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.

  Last updated 2026-03-11

  18

  11

  ISC

• Government of Canada Open Data

  krunal16-c

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  security

  F

  license

  -

  quality

  Provides access to 250,000+ Canadian government datasets and specialized querying of transportation infrastructure including bridges, airports, cycling networks, transit systems, railways, and tunnels across multiple provinces.

  Last updated 2025-12-02

  1

• MCP Remote with Adobe and Okta

  adobe-rnd

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  security

  A

  license

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  quality

  A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.

  Last updated 2025-07-25

  7

  2

  MIT

• Hello World MCP FastAPI

  bankszach

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  security

  F

  license

  -

  quality

  A minimal Model Context Protocol server built with FastAPI that provides a basic "Hello World" resource and tool. Serves as a starting point for building and validating MCP client integrations with richer resources and tools.

  Last updated 2025-10-14