"A resource for learning about geospatial data analysis" matching MCP servers:

• xtai-mcp-data-analysis

  vaesonshu

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  security

  F

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  quality

  An MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.

  Last updated 2026-02-04

• Data Analysis MCP Server

  boyzhang666

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  security

  F

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  Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.

  Last updated 2026-03-20

  4

• MCP Learning

  sadjad-chrono

  A

  security

  A

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  B

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  A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.

  Last updated 2025-12-01

  1

  1

  MIT

• Resource Hub Server

  adamwattis

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  security

  F

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  An MCP server that connects to the Resource Hub, allowing centralized configuration and management of tools and resources across different MCP environments.

  Last updated 2025-05-21

  4

• Cortex Resource Manager

  ry-ops

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  security

  A

  license

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  quality

  Manages resource allocation, MCP server lifecycle, and Kubernetes workers in cortex automation systems. Provides tools for requesting/releasing job resources, starting/stopping/scaling MCP servers, and provisioning/destroying burst workers with TTL management.

  Last updated 2025-12-19

  MIT

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

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  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• Learning Hub

  genyk1p

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  security

  F

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  AI learning assistant for families. Manages game time rewards based on school grades, homework, and bonus tasks. Syncs with EduPage/PRONOTE. 78 MCP tools with instruction workflows.

  Last updated 2026-03-14

  1

• Gemini Data Analysis &

  falahgs

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  security

  F

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  A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze datasets, generate research papers, and deliver results via email.

  Last updated 2025-04-15

  4

• Web Resource Ledger

  benpeter

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  security

  F

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  📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. Ed25519 signatures, RFC 3161 timestamps, and WACZ archives. Four tools: capture_url, get_capture, list_captures, verify_capture.

  Last updated 2026-04-06

  0

  1

• Resource Settings MCP Server

  ag2-mcp-servers

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  security

  F

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  An MCP Server that provides a natural language interface to Google Cloud Resource Settings API, enabling users to view and manage settings for Google Cloud resources through conversation.

  Last updated 2025-07-16

• Vibe Preprocessing and

  mudit14224

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  security

  F

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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

• Learning Hour MCP

  SDiamante13

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  security

  A

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  B

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  An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.

  Last updated 2025-06-24

  8

  4

  6

  MIT

• MCP Server Learning

  xstraven

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  security

  F

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  A

  quality

  Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

  Last updated 2026-03-18

  8

• Interleaved Learning MCP

  sheikhcoders

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  security

  F

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  Implements cognitive science-backed interleaved learning techniques to create study plans, generate mixed-topic quizzes, manage flashcard decks, and track learning progress for optimal knowledge retention.

  Last updated 2025-12-05

  1

• Learning Path Generator MCP

  GladwinTM

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  security

  F

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  quality

  Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.

  Last updated 2025-07-25

• Prompt Learning MCP Server

  curiositech

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  security

  F

  license

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  quality

  Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

  Last updated 2025-12-16

  2

• MCP Server for Cirro Data

  NorahZager

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  security

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  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Last updated 2025-06-03

• MCP Learning Project

  vishutorvi

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  security

  F

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  quality

  A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

  Last updated 2025-07-27

• A-Share MCP Server

  firmmaple

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  security

  A

  license

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  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

• Azure Resource Graph MCP

  hardik-id

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.

  Last updated 2025-05-06

  1

  17

  MIT

• GEO Analysis for AI SEO

  houtini-ai

  A

  security

  A

  license

  B

  quality

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-04-16

  2

  17

  17

  MIT

• MCP Self-Learning Server

  saralegui-solutions

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  security

  F

  license

  C

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  Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.

  Last updated 2025-08-30

  8

  2

• alive-analysis-mcp

  with-geun

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  security

  A

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  quality

  MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.

  Last updated 2026-03-23

  33

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

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  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

• React Learning MCP Server

  kenta-ja8

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  security

  F

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  A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.

  Last updated 2025-05-20

• Geospatial MCP Server

  gmossy

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  security

  A

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  Enables advanced geospatial analysis including elevation queries, line-of-sight calculations, terrain visualization, and autonomous drone mission planning with real-time safety analysis and 3D visualization capabilities.

  Last updated 2025-12-07

  MIT

• QuantClaw Data

  yoniassia

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  security

  F

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  quality

  Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.

  Last updated 2026-04-02
• 

  EOSC Data Commons Searchofficial

  EOSC-Data-Commons

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  security

  A

  license

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  quality

  Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

  Last updated 2026-04-01

  14

  MIT

• yt-analysis-mcp

  Legorobotdude

  A

  security

  F

  license

  A

  quality

  Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.

  Last updated 2026-01-21

  5

  1

• A-Share MCP Server

  24mlight

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  security

  A

  license

  C

  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

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

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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

• mrc-data

  meacheal-ai

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  security

  F

  license

  A

  quality

  The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.

  Last updated 2026-04-17

  19

  119

  1

• APT Analysis MCP Server

  zrax-x

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  security

  F

  license

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  quality

  Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.

  Last updated 2026-02-02

• Chainflip Broker as a Service

  CumpsD

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  security

  A

  license

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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

  10

  MIT

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

  license

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  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

• Code Analysis MCP Server

  saiprashanths

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  security

  F

  license

  A

  quality

  The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

  Last updated 2025-02-08

  4

  23

• mcp-audio-analysis

  hugohow

  A

  security

  A

  license

  B

  quality

  MCP to analyse local audio file.

  Last updated 2025-08-12

  8

  21

  MIT

• Web Analysis MCP

  himly0302

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  security

  F

  license

  B

  quality

  Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

  Last updated 2026-01-29

  1

• Audio Analysis MCP Server

  zachswift615

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  security

  F

  license

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  quality

  Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient analysis operations.

  Last updated 2025-12-11

• Artificial Analysis MCP Server

  davidhariri

  A

  security

  A

  license

  A

  quality

  Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.

  Last updated 2026-01-13

  2

  20

  3

  MIT

• Advertising-Analysis

  xiaobenyang-com

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  security

  A

  license

  D

  quality

  A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.

  Last updated 2026-01-09

  6

  2

  Apache 2.0
• 

  Hong Kong Open Data MCP Serverofficial

  mcp-open-data-hk

  A

  security

  A

  license

  A

  quality

  Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.

  Last updated 2025-08-14

  8

  5

  MIT

• Claude Data Buddy

  iramk11

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  security

  F

  license

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  quality

  Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.

  Last updated 2025-12-08

• SQL Analysis MCP Server

  jjdelorme

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  security

  F

  license

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  quality

  An MCP server designed for SQL analysis that demonstrates sampling capabilities by interacting with SQL files in a local directory. It provides a framework for testing client-side sampling while managing SQL-based contexts.

  Last updated 2025-08-05

• GeoSpatial MCP Server

  NodeGIS

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol (MCP) based geographic processing server that provides spatial analysis functions including coordinate system conversions, distance calculations, and area calculations.

  Last updated 2025-04-18

  3

  30

  3

  MIT

• MCP Stock Analysis Server

  giptilabs

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  security

  F

  license

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  quality

  Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.

  Last updated 2025-04-01

  2

• 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

• MCP Data Wrangler

  shibuiwilliam

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

  Last updated 2025-03-30

  16

  8

  MIT

• MCP Chat Analysis Server

  rebots-online

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  security

  A

  license

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  quality

  Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.

  Last updated 2025-01-05

  12

  MIT

• mcp-adr-analysis-server

  tosin2013

  A

  security

  A

  license

  C

  quality

  Transform your codebase into professional architectural decision records with intelligent AI analysis

  Last updated 2026-04-10

  62

  13

  25

  MIT