"A map or mapping service" matching MCP servers:

• MCP-Serve 多语言翻译服务

  oofengoo

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  security

  F

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  A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

  Last updated 2025-05-21

  2

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  security

  A

  license

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  quality

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  6

  1

  MIT

• 棒読みちゃんMCPサーバー (Node.js版)

  uraoz

  A

  security

  A

  license

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  quality

  A Model Context Protocol server that enables AI assistants like Claude to use Bouyomichan (a Japanese text-to-speech program) for voice reading with adjustable voice types, volume, speed, and pitch.

  Last updated 2025-05-07

  1

  2

  MIT

• 即梦AI图片生成 MCP

  comeonzhj

  A

  security

  A

  license

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  quality

  A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

  Last updated 2025-06-10

  1

  5

  59

  MIT

• MCP智能简历投递助手

  guangliangyang

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  security

  F

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  quality

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

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  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Mind Map MCP Server

  sawyer-shi

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  security

  F

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  Generates beautiful mind map images from Markdown text with multiple layout options, running completely locally with no external services or API keys required for full data privacy.

  Last updated 2025-12-15

  3

• Chainflip Broker as a Service

  CumpsD

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  security

  A

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  2

  MIT

• 文化天府MCP服务器

  PizzaYx

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  A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

  Last updated 2025-07-15

• 紫微斗数 MCP 服务器 (MCPIztro)

  wuunicorn

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  security

  A

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  A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

  Last updated 2025-09-05

  3

  6

  5

  MIT

• LnExchange MCP Node Service

  free-free-6

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  security

  F

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  quality

  A Node.js service that provides spot trading functionality through the LnExchange API.

  Last updated 2025-04-18

  4

• MCP微信公众号爬虫

  ditingdapeng

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  security

  F

  license

  -

  quality

  基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

  Last updated 2025-07-03

  35

• Azure AI Agent Service + Azure

  0lovesakura0

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  security

  F

  license

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  quality

  Enables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.

  Last updated 2025-11-19
• 

  Service Atlas MCP Serverofficial

  service-atlas

  A

  security

  F

  license

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  quality

  Provides tools to communicate with a service dependency API, enabling users to query and interact with service relationship data and dependency mappings.

  Last updated 2026-04-14

  7

• Source Map Parser MCP Server

  MasonChow

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  security

  A

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  quality

  Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.

  Last updated 2025-09-28

  3

  34

  2

  MIT

• Mind Map MCP

  OnePieceLwc

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  security

  F

  license

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  quality

  Automatically generates mind map images from text content using Coze API workflow. Returns accessible image links that can be used in MCP-compatible tools like CodeBuddy, Cursor, and Qoder.

  Last updated 2025-11-28

  1

  46

  1

• Xero OAuth 2 Identity Service

  ag2-mcp-servers

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  security

  F

  license

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  quality

  An MCP server that enables interaction with Xero's Identity Service API, providing OAuth 2 authentication and identity management capabilities through natural language commands.

  Last updated 2025-07-16

• Managed Service for Microsoft

  ag2-mcp-servers

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  security

  F

  license

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  quality

  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Last updated 2025-07-16

• 富途 MCP 服务器 (Futu MCP Server)

  shuchaang

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  security

  F

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  quality

  Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, allowing AI assistants to access stock data from Futu through a standardized interface.

  Last updated 2025-07-01

  10

  11

• xrpl-mcp-service

  tedlikeskix

  -

  security

  F

  license

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  quality

  A Model Context Protocol (MCP) server providing comprehensive access to the XRP Ledger (XRPL). This service enables AI models to interact with XRPL through standardized endpoints.

  Last updated 2025-02-01

  4

• Service Usage API MCP Server

  ag2-mcp-servers

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  security

  F

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  An MCP Server that enables interaction with Google's Service Usage API, allowing management and control of which Google Cloud Platform APIs and services are enabled for a project.

  Last updated 2025-07-16

• WarpGBM MCP Service

  jefferythewind

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  security

  F

  license

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  quality

  Provides GPU-accelerated gradient boosting model training and inference through a cloud service. Enables AI agents to train models on NVIDIA A10G GPUs and get fast cached predictions with portable model artifacts.

  Last updated 2025-10-17

  1
• 

  Oracle Service Cloud MCPofficial

  CDataSoftware

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  security

  A

  license

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  quality

  This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle Service Cloud (beta): https://www.cdata.com/download/download.aspx?sku=KOZK-V&type=beta

  Last updated 2025-10-18

  MIT
• 

  Jira Service Management MCPofficial

  CDataSoftware

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  security

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  license

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  quality

  This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Jira Service Management (beta): https://www.cdata.com/download/download.aspx?sku=GKZK-V&type=beta

  Last updated 2025-10-18

  1

  MIT

• OCR MCP Service

  qiao-925

  A

  security

  F

  license

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  quality

  Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

  Last updated 2026-03-15

  2

• Google API Discovery Service

  ag2-mcp-servers

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  security

  F

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  An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.

  Last updated 2025-07-16

• Digital Zen Garden (數位枯山水) MCP

  simonliu-moltbot

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  security

  F

  license

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  quality

  Enables AI agents to create and interact with ASCII-based Zen gardens through tools for raking sand, placing stones, and practicing digital meditation. It provides resources for random Zen koans and generates meditation guides based on the current garden state.

  Last updated 2026-01-30

• MCP Google Maps

  BACH-AI-Tools

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  security

  F

  license

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  quality

  Provides access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

  Last updated 2025-12-04

  8

  48

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

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  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  3

• MCP AI Service Platform

  dkb12138ggg

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  security

  A

  license

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  quality

  A powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.

  Last updated 2025-06-19

  Apache 2.0

• Hello Service MCP Server

  felixboehm

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  security

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  license

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  A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) functionality over HTTP endpoints, allowing clients to list available tools and call them through a standardized API.

  Last updated 2025-07-26

  8

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

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  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  636

  MIT

• B&R Automation Studio MCP

  AndrewMusser

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  security

  A

  license

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  quality

  Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.

  Last updated 2026-01-19

  9

  MIT

• AI Customer Service MCP Server

  yakir-Yang

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  security

  F

  license

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  quality

  A customer service MCP server that enables order lookup by phone number and store location queries by coordinates. Supports Excel data import and provides comprehensive customer service tools for order management and store information retrieval.

  Last updated 2025-09-05

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

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  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• Weather Service MCP Server

  Sunwood-ai-labs

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  security

  F

  license

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  quality

  A simple note-taking MCP server that allows storing and summarizing notes with custom URI schemes and provides functionality to add notes and generate summaries with different detail levels.

  Last updated 2024-11-30

  5

• Real-time Stock MCP Service

  DannyWongIsAvailable

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  security

  A

  license

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  quality

  Provides real-time stock market data and analysis from Chinese markets through 34 MCP tools, including K-line charts, technical indicators, fundamental analysis, financial metrics, and market insights without requiring authentication or API tokens.

  Last updated 2025-12-27

  27

  MIT

• KnowledgeGraph MCP Server

  n-r-w

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  security

  A

  license

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  quality

  Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

  Last updated 2025-11-10

  46

  20

  MIT

• x-ai-mcp

  olivier-motium

  A

  security

  F

  license

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  quality

  An MCP server that integrates X (Twitter) API access with Grok-powered intelligence for real-time social media analysis and account management. It provides tools for reading and writing tweets, managing direct messages, and generating AI-powered topic summaries or daily briefings.

  Last updated 2026-02-14

  23

• Adyen Checkout Utility Service

  bassilkhilo-ag2

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  security

  F

  license

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  quality

  An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

  Last updated 2025-05-28

• MCP Google Maps

  ArtixZ

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  security

  F

  license

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  quality

  Provides access to Google Maps functionality including places search, geocoding, directions, distance calculations, elevation data, and static map generation through the Model Context Protocol interface.

  Last updated 2025-08-10

  30

  4

• e代驾 MCP Server

  fengfengsu

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  security

  F

  license

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  quality

  A service that provides complete driver-for-hire functionality based on e代驾 open APIs, enabling users to order drivers, calculate pricing, create and track orders.

  Last updated 2025-07-13

• portkey-admin-mcp

  s-b-e-n-s-o-n

  A

  security

  A

  license

  -

  quality

  MCP server for Portkey Admin API - 116 tools for prompts, configs, analytics & more.

  Last updated 2026-04-14

  23

  100

  187

  4

  MIT

• service-economics

  DigitalCoreApp

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  security

  A

  license

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  quality

  Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

  Last updated 2026-01-25

  MIT
• 

  Superglue MCPofficial

  superglue-ai

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  security

  F

  license

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  quality

  A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

  Last updated 2026-04-10

  2

  2,003

• AgentGo MCP Service

  Quan3Xin

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  security

  A

  license

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  quality

  A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

  Last updated 2025-06-13

• SQL Server MCP Service

  vini-cius

  A

  security

  A

  license

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  quality

  A secure Model Context Protocol service that enables executing SQL Server queries with built-in protection against SQL injection and destructive operations.

  Last updated 2025-08-22

  9

  2

  1

  MIT

• NodeMCU MCP Service

  amanasmuei

  A

  security

  A

  license

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  quality

  A Model Context Protocol service that enables remote management and control of NodeMCU/ESP8266 IoT devices with AI assistant integration through Claude Desktop.

  Last updated 2026-01-28

  4

  1

  MIT

• MCP Weather Service

  terisuke

  A

  security

  A

  license

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  quality

  A simple service using Model Context Protocol (MCP) to provide weather information for multiple cities including Fukuoka, Tokyo, Osaka, Moscow, and New York.

  Last updated 2025-05-06

  1

  2

  5

  MIT

• Weather MCP Service

  haichaozheng

  -

  security

  F

  license

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  quality

  A Model Control Protocol (MCP) based service that allows users to query weather forecasts by coordinates and receive weather alerts for U.S. states.

  Last updated 2025-06-17

  4