"Resources or Tools for Performing Data Analysis Tasks" matching MCP servers:

• xtai-mcp-data-analysis

  vaesonshu

  -

  security

  F

  license

  -

  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

  -

  security

  F

  license

  -

  quality

  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

• veyra-tasks

  Aquariosan

  -

  security

  F

  license

  -

  quality

  Task manager for AI agents with projects, priorities, and status tracking. Reads are free, writes require Veyra commit mode.

  Last updated 2026-04-15

  MIT

• MCP Tasks

  flesler

  A

  security

  A

  license

  -

  quality

  A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.

  Last updated 2025-09-17

  5

  45

  41

  MIT

• Tasks MCP Server

  chipocrudos

  A

  security

  F

  license

  -

  quality

  Enables task management through natural language commands in English or Spanish. Supports creating, listing, updating, completing, and deleting tasks with local SQLite storage.

  Last updated 2025-10-27

  7

• Quick Data for Windows MCP

  Beaulewis1977

  -

  security

  A

  license

  -

  quality

  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
• 

  Robot Resources Routerofficial

  robot-resources

  -

  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

• Tasks MCP Server

  maxouverzou

  -

  security

  F

  license

  -

  quality

  A task management MCP server that provides tools to create, list, complete, and delete tasks using pluggable storage backends. It enables users to interact with their task lists through natural language using MCP-compatible clients like Claude Desktop.

  Last updated 2026-01-22

• 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

• Vibe Preprocessing and

  mudit14224

  -

  security

  F

  license

  -

  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

• Gemini Data Analysis &

  falahgs

  -

  security

  F

  license

  -

  quality

  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

• Google OR-Tools server

  Jacck

  -

  security

  A

  license

  -

  quality

  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated 2024-12-26

  18

  MIT

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  -

  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

  23

  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

• Google Tasks MCP Server

  mstfe

  A

  security

  A

  license

  -

  quality

  A TypeScript Model Context Protocol server that integrates with Google Tasks API, allowing users to create, list, update, delete, and toggle completion status of tasks.

  Last updated 2025-07-17

  4

  6

  MIT

• MCP Tasks Organizer

  huntsyea

  -

  security

  A

  license

  -

  quality

  An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications.

  Last updated 2025-08-05

  12

  MIT

• MCP Server for Cirro Data

  NorahZager

  -

  security

  -

  license

  -

  quality

  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

• 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

• alive-analysis-mcp

  with-geun

  -

  security

  A

  license

  -

  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

• Local Business Data MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Google Maps business data including search, reviews, photos, and geocoding. Supports searching businesses by location, area, or coordinates, retrieving detailed business information, reviews, and performing reverse geocoding operations.

  Last updated 2025-12-07

  13

  MIT

• 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

• QuantClaw Data

  yoniassia

  -

  security

  F

  license

  -

  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

  -

  security

  A

  license

  -

  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

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• yt-analysis-mcp

  Legorobotdude

  A

  security

  F

  license

  -

  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

• Excel Tools MCP

  glosc-ai

  -

  security

  A

  license

  -

  quality

  An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

  Last updated 2026-01-27

  MIT

• LinkedIn Bulk Data Scraper

  BACH-AI-Tools

  -

  security

  A

  license

  -

  quality

  An MCP server that provides access to the LinkedIn Bulk Data Scraper API and various utility tools for data extraction and processing.

  Last updated 2025-12-07

  MIT

• APT Analysis MCP Server

  zrax-x

  -

  security

  F

  license

  -

  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

• Audio Analysis MCP Server

  zachswift615

  -

  security

  F

  license

  -

  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

• 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

• MCP Data Wrangler

  shibuiwilliam

  A

  security

  A

  license

  -

  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

• mrc-data

  meacheal-ai

  A

  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 2026-04-15

  19

  119

  1

• News Analysis Agent MCP Server

  MayssenBHA

  -

  security

  F

  license

  -

  quality

  Provides tools for fetching real-time news and performing AI-powered sentiment analysis and summarization using Mistral AI. It enables users to analyze news trends and extract structured insights through natural language queries.

  Last updated 2025-08-22

• ethereum-tools

  0xGval

  A

  security

  F

  license

  -

  quality

  A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enabling contract auditing, wallet analysis, profitability tracking, and on-chain data retrieval.

  Last updated 2025-03-25

  11

  3,006

  17

• Todo for AI MCP Server

  todo-for-ai

  -

  security

  A

  license

  -

  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-audio-analysis

  hugohow

  A

  security

  A

  license

  -

  quality

  MCP to analyse local audio file.

  Last updated 2025-08-12

  8

  21

  MIT

• Web Analysis MCP

  himly0302

  A

  security

  F

  license

  -

  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

• Artificial Analysis MCP Server

  davidhariri

  A

  security

  A

  license

  -

  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

• MCP Chat Analysis Server

  rebots-online

  -

  security

  A

  license

  -

  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

• Code Analysis MCP Server

  saiprashanths

  A

  security

  F

  license

  -

  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

• lark-tools-mcp

  VienLi

  -

  security

  A

  license

  -

  quality

  lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.

  Last updated 2025-05-14

  34

  MIT

• Claude Data Buddy

  iramk11

  -

  security

  F

  license

  -

  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

• MCP Tools

  joehuangcoding

  -

  security

  A

  license

  -

  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  8

  MIT

• mcp-market-data

  ShipItAndPray

  A

  security

  A

  license

  A

  quality

  Live market data for AI agents. 8 tools: real-time crypto prices, OHLCV candles, order books, market cap rankings, trending coins, technical analysis (RSI/SMA/z-score), asset comparison, and Fear & Greed index. Zero API keys, zero dependencies.

  Last updated 2026-03-25

  8

  MIT

• MCP Stock Analysis Server

  giptilabs

  -

  security

  F

  license

  -

  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

• Li Data Scraper MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to LinkedIn data through the Li Data Scraper API, supporting profile enrichment, company details, people search, post interactions, and activity tracking.

  Last updated 2025-12-07

  20

  MIT
• 

  Hong Kong Open Data MCP Serverofficial

  mcp-open-data-hk

  A

  security

  A

  license

  -

  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

• Malware Analysis MCP Server

  SecurityTalent

  -

  security

  F

  license

  -

  quality

  Provides real-time threat intelligence and malware metadata by integrating with MalwareBazaar and VirusTotal APIs. Users can search for IOCs, analyze local file hashes, and access data transformation tools for defensive security research.

  Last updated 2026-03-17

• Advertising-Analysis

  xiaobenyang-com

  A

  security

  A

  license

  -

  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

• LinkedIn Data API MCP Server

  BACH-AI-Tools

  -

  security

  A

  license

  -

  quality

  Enables access to comprehensive LinkedIn data, including professional profile details, company information, and social engagement metrics. It supports searching for people, retrieving posts and comments, and fetching detailed experience, skills, and recommendations.

  Last updated 2025-12-07

  MIT