"A server or tool for tabular data management and processing" matching MCP servers:

• Data Discovery Tool

  SofiaPurtova

  -

  security

  F

  license

  -

  quality

  Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

  Last updated 2026-03-18

• MCP Tabular Data Analysis

  K02D

  A

  security

  F

  license

  -

  quality

  Enables comprehensive analysis of CSV files and SQLite databases through tools for statistics, correlations, anomaly detection, pivot tables, time series analysis, visualization, and automated insights discovery.

  Last updated 2025-12-05

  16

• Processing MCP Server

  twelve2five

  -

  security

  A

  license

  -

  quality

  An MCP server that enables AI assistants to create and run Processing sketches directly through natural language commands.

  Last updated 2025-06-03

  4

  MIT

• powerbi-tabular-mcp

  jonaolden

  -

  security

  F

  license

  -

  quality

  tabular-mcp

  Last updated 2025-12-02

  19

• 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

• LNR-server-01-input-data

  ayupow

  -

  security

  A

  license

  -

  quality

  This server is to precess files for LNR.

  Last updated 2026-01-06

  1

  MIT

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

  -

  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

• Perplexity Tool for Claude

  letsbuildagent

  A

  security

  A

  license

  -

  quality

  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  5

  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

• FastMCP Novel Processing Tool

  imohuan

  -

  security

  A

  license

  -

  quality

  An MCP server for intelligent novel processing that enables precise token-based text segmentation and management of bulk rewriting tasks. It integrates with the Cursor editor to facilitate automated content transformation workflows and prompt management.

  Last updated 2025-10-14

  2

  MIT

• A-Share MCP Server

  firmmaple

  -

  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

• 3D Asset Processing MCP

  GeoLibra

  -

  security

  F

  license

  -

  quality

  Enables processing, validation, optimization, and analysis of 3D models with glTF/GLB support, including format conversion, compression (Meshopt/Draco), texture optimization, and detailed model statistics.

  Last updated 2025-11-12

  23

• mem0 MCP Server for Project

  KunihiroS

  -

  security

  F

  license

  -

  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• A VMware ESXi/vCenter

  bright8192

  -

  security

  A

  license

  -

  quality

  A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.

  Last updated 2025-07-01

  57

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  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

• MCP Data Analytics Server

  Edwin1719

  -

  security

  A

  license

  -

  quality

  A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.

  Last updated 2025-06-02

  2

  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-tool-server

  devjason41

  -

  security

  F

  license

  -

  quality

  A TypeScript prototype for an MCP-style registry providing local utility tools for shell command execution, filesystem access, and search functionality. It features Zod input validation and project manifest resource exposure for embedding into larger MCP implementations.

  Last updated 2026-03-09

• Cost Management MCP

  knishioka

  A

  security

  A

  license

  -

  quality

  An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.

  Last updated 2026-03-28

  10

  MIT

• agent-tool

  knewstimek

  A

  security

  A

  license

  A

  quality

  Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.

  Last updated 2026-04-16

  2

  51

  15

  MIT

• Two Truths and a Twist

  ErgodicLabs

  -

  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

• A-MEM: Agentic Memory System

  tobs-code

  -

  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 Tool

  PiuQiuPiaQia

  A

  security

  F

  license

  -

  quality

  A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.

  Last updated 2025-10-15

  1

  1

• Tool-Plaid

  reilly3000

  -

  security

  F

  license

  -

  quality

  Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.

  Last updated 2025-12-24

• Weather & HR Management MCP

  yashdhokane

  A

  security

  F

  license

  -

  quality

  Enables AI assistants to access real-time weather data by city and manage HR operations including job applications, recruitment tracking, and interview scheduling through a unified, modular interface with live updates via SSE.

  Last updated 2026-01-12

  1

• 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

• 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

• Tabular Document Retriever MCP

  lbaret

  -

  security

  F

  license

  -

  quality

  Transforms CSV and Excel data into Markdown-formatted vector embeddings stored in a local ChromaDB instance for semantic search. It enables MCP clients to retrieve relevant tabular data through single-row, batch, or free-text queries.

  Last updated 2026-04-08

• MCP Reflection Tool

  fourcolors

  -

  security

  F

  license

  -

  quality

  Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants, forcing structured step-by-step reasoning through complex problems to improve accuracy and maintain context during task execution.

  Last updated 2025-08-30

  1

  6
• 

  Treasure Data MCP Serverofficial

  treasure-data

  -

  security

  A

  license

  -

  quality

  Enables AI assistants to query and interact with Treasure Data through a secure interface, supporting SQL queries, database exploration, CDP segment management, and workflow monitoring across multiple regions.

  Last updated 2026-03-02

  139

  6

  Apache 2.0

• 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

• Email Management MCP Server

  Karopatu

  A

  security

  F

  license

  -

  quality

  Enables users to connect to their email inbox via IMAP to search, filter, and summarize emails based on criteria like subject, date, and sender. Supports marking emails as read and provides customizable email summarization with various prompt options.

  Last updated 2025-10-25

  2

  13
• 

  Nasuni Management MCP Serverofficial

  nasuni-labs

  -

  security

  F

  license

  -

  quality

  Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.

  Last updated 2026-04-17

  1

• Wealth Management MCP

  babuvenky76

  -

  security

  A

  license

  -

  quality

  Provides specialized tools for portfolio health analysis, rebalance simulations, and trade execution via a single interface powered by MongoDB. It enables AI agents to manage investment portfolios while adhering to organizational governing rules, clearance guards, and rate limits.

  Last updated 2026-04-16

  1

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

  -

  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

• 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

• Firebase Management MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server providing access to Google's Firebase API, allowing natural language interaction with Firebase services and resources.

  Last updated 2025-07-16

• crypto-data-mcp

  Wh0FF24

  -

  security

  F

  license

  -

  quality

  Free MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.

  Last updated 2026-04-06

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  -

  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

  28

  7

  MIT

• MCP Tool Factory

  tarunjain15

  -

  security

  F

  license

  -

  quality

  A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

  Last updated 2025-11-23

• MCP Think Tool

  piotrpalek

  A

  security

  F

  license

  -

  quality

  An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.

  Last updated 2025-03-25

  1

  1

• MCP Think Tool

  DannyMac180

  -

  security

  A

  license

  -

  quality

  An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.

  Last updated 2025-04-01

  131

  MIT

• Data Intelligence MCP Server

  hingaibm

  -

  security

  A

  license

  -

  quality

  Provides secure integration between MCP clients and IBM Data Intelligence services, enabling AI assistants to interact with IBM's data intelligence capabilities for data management and analytics operations.

  Last updated 2025-12-04

  Apache 2.0

• Kintone Book Management MCP

  yamatairiku-dev

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol (MCP) server that provides a tool for retrieving and managing book information from a Kintone database application.

  Last updated 2025-07-21

  1

• db-mcp-tool

  wirdes

  A

  security

  A

  license

  -

  quality

  A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.

  Last updated 2025-03-07

  9

  5

  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

• Financial Data MCP Server

  Samarth2001

  -

  security

  A

  license

  -

  quality

  Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

  Last updated 2025-08-29

  3

  MIT

• graph-tool-call

  SonAIengine

  A

  security

  A

  license

  A

  quality

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 2026-04-09

  6

  6

  MIT

• mcp-data-extractor

  sammcj

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.

  Last updated 2025-02-27

  2

  33

  9

  MIT