Ext Ops Panel
Open dashboard

DataClean

Profile, clean and validate CSV/Excel data: schemas, dates, numbers, duplicates. Never guesses.

MCP server · by ArceeDev

About

DataClean is an MCP server published by ArceeDev. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-11-06 and have recorded no change since. As of our marketplace pass on 2026-11-12.

What it asks for

  • Runs remotely
  • Secrets: 1
  • Settings: 1

Requires: KEYFLINT_LICENSE (secret)

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http dataclean-mcp https://mcp.keyflint.dev/dataclean/mcp
Codex~/.codex/config.toml
[mcp_servers.dataclean-mcp]
url = "https://mcp.keyflint.dev/dataclean/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "dataclean-mcp": {
      "url": "https://mcp.keyflint.dev/dataclean/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.2.0 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Became a product we track
  2. Official MCP Registry: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Errandkit Spreadsheet Doctor

    Clean, dedupe, join and reconcile CSV/Excel files. Runs on Apify, pay per use.

    by errandkit.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SheetShift

    Convert and clean tables: CSV, JSON, dedupe, stats. Free.

    by everyai-com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Dataset Cleaner & Exporter

    Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.

    by Nero-Engine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Dataset Cleaner & Exporter

    Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by...

    by Nero-Engine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Advanced Excel

    Normalize messy lab Excel and CSV exports into structured tables.

    by antonio-castellon · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • NoCodeCSV

    Ask questions about a CSV in plain English and get answers, charts and cleaned data back.

    by CindyLiao1106 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • CSV Repair

    Free CSV validation and repair, up to 20 data lines, no storage. Annual browser licence available.

    by api.rohnelt.dev · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • data-cleanup: fix a messy CSV before you load it

    Fix messy CSVs in one call: trim, ISO dates, normalize emails/phones, flag dupes. x402 $0.005, Base

    by well-016-datacleanup.rainmaker-wells.workers.dev · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Excel Semantic Normalizer

    Normalizes messy Excel spreadsheets into canonical JSON, mapping any headers to 19 standard fields.

    by climik · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Import Check: Validate & Clean CSV

    Validate and prepare CSV; reconcile two tables with exact keys and full findings. Fixed free demos.

    by LeBorgneAntoine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • data-converter-plugin

    Convert data from input .xlsx/.csv files into target

    by yoooche · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • insight-badger

    Drop a CSV and get meaningful, actionable data insights — no formulas or coding required, even no questions needed. Autonomous exploratory analysis and guided investigation…

    by ozturkumut · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    by duckdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • Credible

    Credible analysis tools (Malloy semantic model search, query execution, and analysis skills) for your Credible workspaces.

    by credibledata · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • looker

    Connect to Looker and interact with your data using LookML.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    by duckdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • looker

    Connect to Looker and interact with your data using LookML.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • informatica-for-claude-platform

    Governed catalog discovery for Informatica Intelligent Data Management Cloud (CDGC): find tables, columns, files, glossary terms and policies across the enterprise catalog, check…

    by forcedotcom · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • informatica-for-claude-platform

    Governed catalog discovery for Informatica Intelligent Data Management Cloud (CDGC): find tables, columns, files, glossary terms and policies across the enterprise catalog, check…

    by forcedotcom · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Data

    Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • NetSuite Finance Analyst

    Director-level finance analysis on live NetSuite data: financial reporting, period close, variance, aging and reconciliation reviews, cash reporting, and board-ready narratives…

    by oracle · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    by Airtable · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • SharePoint

    Work with SharePoint using the configured Microsoft SharePoint app connector.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Supabase

    Manage Supabase projects directly through ChatGPT. Execute SQL queries on PostgreSQL databases, design and modify table schemas, deploy serverless edge functions, and configure…

    by Supabase · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Mixpanel Headless

    Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.

    by Mixpanel · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (4)
  • jDataMunch MCP

    Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

    by jgravelle · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces · Describes nearly the same job

  • qsv-data-wrangling

    Blazingly fast tabular data wrangling with 57 qsv skill-based commands for CSV, TSV, Excel, JSONL, and Parquet files

    by datHere, Inc. · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • excel-editor-openai

    Toolkit for comprehensive Spreadsheet reading, creation, editing, and analysis with visual quality control. Use to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for: (1…

    by OpenAI · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • data-cleaning

    Clean, profile, validate, reshape, and document messy tabular, text, JSON, and relational data through an evidence-first, reproducible workflow. Use when preparing data for…

    by magnus919 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • mcp-m365-copilot

    Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • TimeBase

    Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.

    by epam · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot, PyPI (MCP servers) · Describes nearly the same job

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • windows-app-storage-inspector-cleanup

    Inspect Windows application storage, understand local disk usage, and safely move approved cleanup items to the Recycle Bin.

    by Daniel Scott-Raynsford · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins, npm registry (MCP servers) · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • dataverse

    Microsoft Dataverse plugin for coding agents, covering record CRUD, bulk data operations, advanced queries, schema and metadata, administration, security, environment management…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (4)
Has a listing on Docker MCP Catalog (5)
  • Keboola

    Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.

    by keboola · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Airtable

    Read and write access to Airtable database schemas, tables, and records.

    by domdomegg · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • MCP Database Server

    MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

    by Souhar-dya · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Program Integrity Alliance

    An MCP server to help make U.S. Government open datasets AI-friendly.

    by Program-Integrity-Alliance · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • SQLite (Archived)

    Database interaction and business intelligence capabilities.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Errandkit Spreadsheet Doctor

    Clean, dedupe, join and reconcile CSV/Excel files. Runs on Apify, pay per use.

    by errandkit.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SheetShift

    Convert and clean tables: CSV, JSON, dedupe, stats. Free.

    by everyai-com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Dataset Cleaner & Exporter

    Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.

    by Nero-Engine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Dataset Cleaner & Exporter

    Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by...

    by Nero-Engine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Advanced Excel

    Normalize messy lab Excel and CSV exports into structured tables.

    by antonio-castellon · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on PyPI (MCP servers) (5)
  • jDataMunch MCP

    Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

    by jgravelle · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces · Describes nearly the same job

  • ibm-watsonxdata-mcp-server

    Model Context Protocol (MCP) server for IBM watsonx.data - enables AI assistants to query and explore lakehouse data

    by IBM · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • Excel MCP Server

    Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

    by haris-musa · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • XLIDE

    Read, write, analyze, test and diff the VBA in Office files, and the document around it

    by WilliamSmithEdward · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • Datris

    The data control plane for AI agents — acquire, validate, land, and query data over MCP.

    by datris · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes a similar job

Has a listing on npm registry (MCP servers) (5)
  • xlsx-for-ai io.github.senoff/xlsx-for-ai

    50 spreadsheet tools for .xlsx: recalc formulas, repair broken refs, read/write, diff, audit.

    by senoff · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • @sbroenne/mcp-server-excel

    Automate Microsoft Excel from chat with rich MCP tools for workbooks, formulas, Power Query, PivotTables, charts, and more. Requires Windows and desktop Excel.

    by sbroenne · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • @documonster/mcp

    Model Context Protocol server for documonster — lets AI assistants read, write and convert Excel, Word, PDF, CSV and ZIP documents.

    by documonster · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • Sheets MCP

    Google Sheets for agent workflows in Claude Code and Claude Desktop: APIs, files, schedules, undo.

    by atc07 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Google Sheets

    Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting

    by mcp-z · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built