"A service for map lookup functionality" matching MCP servers:

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

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  quality

  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

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  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

  10

  MIT

• Mind Map MCP

  OnePieceLwc

  A

  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

• Lookup-Domain

  xiaobenyang-com

  A

  security

  A

  license

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  quality

  A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.

  Last updated 2026-01-09

  1

  2

  Apache 2.0

• RooCode-RAG-Lookup

  Mazchoo

  -

  security

  F

  license

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  quality

  Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.

  Last updated 2025-12-21

• Map Traveler MCP

  mfukushim

  A

  security

  A

  license

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  quality

  An MCP server that creates a virtual traveling environment on Google Maps, allowing users to guide an avatar on journeys with photo reports and SNS integration.

  Last updated 2025-11-27

  8

  41

  23

  MIT

• Mind Map MCP Server

  sawyer-shi

  -

  security

  F

  license

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  quality

  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

• kmp-api-lookup-mcp

  SuLG-ik

  -

  security

  F

  license

  -

  quality

  Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs. Supports querying classes, members, and platform constants via MCP tools for Kotlin Multiplatform development.

  Last updated 2026-04-08

  3

• Database Lookup Protocol (DLP)

  kalyangupta12

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  security

  A

  license

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  quality

  Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.

  Last updated 2026-03-26

  44

  7

  MIT

• MCP Google Map Server

  cablate

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides Google Maps API integration, allowing users to search locations, get place details, geocode addresses, calculate distances, obtain directions, and retrieve elevation data through LLM processing capabilities.

  Last updated 2026-03-27

  7

  451

  259

  MIT

• HRFCO Service

  kwenhwang

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  security

  A

  license

  -

  quality

  Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.

  Last updated 2025-10-02

  1

  Apache 2.0

• Managed Service for Microsoft

  ag2-mcp-servers

  -

  security

  F

  license

  -

  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

• Hello Service MCP Server

  felixboehm

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  security

  -

  license

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  quality

  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

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT
• 

  Service Atlas MCP Serverofficial

  service-atlas

  A

  security

  F

  license

  -

  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 2026-04-15

  7

• A-Share MCP Server

  firmmaple

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  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• Bin Lookup Checker API MCP

  BACH-AI-Tools

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  security

  A

  license

  -

  quality

  Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.

  Last updated 2025-12-07

  MIT

• Source Map Parser MCP Server

  MasonChow

  A

  security

  A

  license

  -

  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

• 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

• xrpl-mcp-service

  tedlikeskix

  -

  security

  F

  license

  -

  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

• WarpGBM MCP Service

  jefferythewind

  -

  security

  F

  license

  -

  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

• LnExchange MCP Node Service

  free-free-6

  -

  security

  F

  license

  -

  quality

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

  Last updated 2025-04-18

  4

• UPC Barcode Lookup MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  A Multi-Agent Conversation Protocol Server that provides access to the Go UPC API, allowing agents to look up product information using UPC/EAN/ISBN barcodes.

  Last updated 2025-07-15

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• MCP Documentation Service

  alekspetrov

  A

  security

  A

  license

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  quality

  A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.

  Last updated 2026-02-11

  14

  78

  55

  MIT

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  -

  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

  641

  MIT

• MCP Snowflake Service

  datawiz168

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  security

  A

  license

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  quality

  A Model Context Protocol server that enables Claude to execute SQL queries on Snowflake databases with automatic connection lifecycle management.

  Last updated 2025-04-21

  46

  MIT

• MCP Memory Service

  doobidoo

  A

  security

  A

  license

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  quality

  Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.

  Last updated 2026-04-17

  3

  1,682

  Apache 2.0

• MCP Translation Service

  xdfzx711

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  security

  -

  license

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  quality

  Provides multilingual text translation capabilities using Baidu Translate API with support for language detection and advanced features like context filling and zero-width character obfuscation for testing agent robustness.

  Last updated 2025-08-07

• 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

• Omni Service Node

  Luckkyyy23

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  security

  F

  license

  -

  quality

  56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, crypto/DeFi, geopolitical intelligence, SEC filings, GitHub velocity, sanctions screening. USDC on Base Mainnet via x402.

  Last updated 2026-04-07

• MCP Brain Service

  jomapps

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  security

  -

  license

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  quality

  Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

  Last updated 2025-10-04

• Price Service MCP

  BitwaveCorp

  A

  security

  F

  license

  -

  quality

  Provides real-time and historical cryptocurrency price data from multiple exchanges including Coinbase, Binance, and Kraken. It enables users to fetch prices with customizable parameters such as specific timestamps, time resolutions, and fiat currency conversions.

  Last updated 2025-10-13

  2

• ThinkDrop Vision Service

  lukaizhi5559

  -

  security

  F

  license

  -

  quality

  Provides screen capture, OCR text extraction, and visual language model scene understanding capabilities with continuous monitoring and automatic memory storage integration.

  Last updated 2025-11-08

• Edgar MCP Service

  brettvtcrowe

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  security

  -

  license

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  quality

  Enables deep analysis of SEC EDGAR filings through universal company search, document content extraction, and advanced filing search capabilities. Provides AI-ready access to business descriptions, risk factors, financial statements, and full-text search across any public company's SEC documents.

  Last updated 2025-08-07

• OCR MCP Service

  qiao-925

  A

  security

  F

  license

  -

  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

• mcp-a11y-service

  alan-ho

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  security

  F

  license

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  quality

  Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpages. Generates detailed markdown reports with severity-grouped violations, specific criterion references, and concrete fix recommendations.

  Last updated 2026-04-07

• Service Usage API MCP Server

  ag2-mcp-servers

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  security

  F

  license

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  quality

  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

• Weather Service MCP Server

  Sunwood-ai-labs

  -

  security

  F

  license

  -

  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

• Service Health MCP Server

  natashanajdovski

  A

  security

  A

  license

  -

  quality

  A professional-grade MCP server that enables AI assistants to monitor web services, APIs, and HTTP endpoints with enterprise-level security.

  Last updated 2026-01-28

  1

  1

  MIT

• A Share MCP

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Berlin-Search-Service

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

  Last updated 2026-01-09

  4

  2

  Apache 2.0

• Multi-service MCP Server

  AdamPippert

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  security

  A

  license

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  quality

  A modular server that implements the Model Context Protocol standard, providing tools for interacting with GitHub, GitLab, Google Maps, Memory storage, and web automation through a unified gateway.

  Last updated 2026-03-11

  384

  3

  Apache 2.0

• MCP for Vivado

  lzw12123

  -

  security

  F

  license

  -

  quality

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  1

• Google API Discovery Service

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  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

• Rickbot-3000 MCP Service

  wakiwaki99

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  security

  -

  license

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  quality

  Enables remote management and monitoring of the Rickbot-3000 robotic system through AI assistants. Provides real-time status monitoring, command execution, system diagnostics, and deployment management capabilities.

  Last updated 2025-09-21

• mcp-for-docs

  shayonpal

  A

  security

  A

  license

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  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• AgentGo MCP Service

  Quan3Xin

  -

  security

  A

  license

  -

  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

• MCP Server For Local

  Dreamboat-Rachel

  A

  security

  A

  license

  -

  quality

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• Health ID Service MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server for accessing India's National Digital Health Mission (NDHM) Health ID services, enabling health information management through the NDHM API.

  Last updated 2025-07-16