Ext Ops Panel
Open dashboard

stagenth · 数据工具箱

Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP.

MCP server · by stagenth.com

About

stagenth · 数据工具箱 is an MCP server published by stagenth.com. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

Requires: Authorization header

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 data-kit https://stagenth.com/mcp/data-kit/ --header "Authorization: Bearer <YOUR_TOKEN>"
Codex~/.codex/config.toml
[mcp_servers.data-kit]
url = "https://stagenth.com/mcp/data-kit/"
http_headers = { "Authorization" = "Bearer <YOUR_TOKEN>" }
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "data-kit": {
      "url": "https://stagenth.com/mcp/data-kit/",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.1.0 No figure published 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

Nothing has moved on this plugin since we started watching it.

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.

  • GoldenFlow

    Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

    by benseverndev-oss · MCP server

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

  • mcp-data-pipeline-connector io.github.dbsectrainer/mcp-data-pipeline-connector

    Universal data connector for CSV, Postgres, and REST APIs via DuckDB

    by dbsectrainer · MCP server

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

  • Dataloupe

    Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML

    by aurelio-nakamura · MCP server

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

  • 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 · Describes nearly the same job

  • mcp-data io.github.infoinlet-marketplace/mcp-data

    Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).

    by infoinlet-marketplace · MCP server

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

  • Contextflo

    Query your warehouse or a CSV with Claude/ChatGPT over MCP, governed by table-level ACL + audit.

    by contextflo.com · MCP server

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

  • rows.page

    Push CSV, JSON, JSONL or Parquet from your agent and get a link a human can explore.

    by rows.page · MCP server

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

  • mcp-utils io.github.followtz/mcp-utils

    Data processing tools: CSV, cleaning, stats, image, report, save, shell

    by followtz · MCP server

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

  • Dataset Explorer

    Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.

    by khanarmaghanrasheed-18 · MCP server

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

  • CLIO Adios

    Fetch and analyze BP5 data files using ADIOS2. Access scientific data, metadata, and attributes...

    by iowarp · 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)
  • 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

  • delta-skills

    Claude Code plugin for inspecting Delta Lake tables — no Spark, no libraries.

    by chanukyapekala · Plugin bundle

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

  • bigquery-data-analytics

    Connect, query, and generate data insights for BigQuery datasets and data.

    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

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

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

  • SAP HANA CLI

    150+ SAP HANA database tools as MCP tools for AI assistants

    by SAP-samples · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · 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

  • bigquery-data-analytics

    Connect, query, and generate data insights for BigQuery datasets and data.

    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

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

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

  • SAP HANA CLI

    150+ SAP HANA database tools as MCP tools for AI assistants

    by SAP-samples · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, 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 · Describes nearly the same job

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

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

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

  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    by cockroachdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces, Claude Code: claude-plugins-community · 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

  • 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

  • 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, Community GitHub marketplaces · Describes nearly the same job

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

  • 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

  • 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

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    by Datadog · Plugin bundle

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

Has a listing on Community GitHub marketplaces (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

  • SQL

    Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.

    by Abhishekkumar2021 · MCP server

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

  • bigquery-data-analytics

    Connect, query, and generate data insights for BigQuery datasets and data.

    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

  • Altimate Code

    Delegates dbt and warehouse work to altimate-code, a specialized CLI agent with 100+ purpose-built data tools (SQL analysis, column-level lineage, dbt build/test/run, warehouse…

    by AltimateAI · Plugin bundle

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

  • astronomer-data

    Data engineering plugin - warehouse exploration, pipeline authoring, Airflow integration

    by Astronomer · Plugin bundle

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

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

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · 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 · Describes nearly the same job

  • database-data-management

    Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices.

    by Awesome Copilot Community · Plugin bundle

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

  • datadog

    Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.

    by datadog-labs · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · 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

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

  • 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 · 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

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

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

Has a listing on Cursor: cursor/plugins (5)
  • Google Cloud BigQuery

    Explore datasets and tables and run SQL queries.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Google Sheets

    Read, write, and append spreadsheet data.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • PostHog MCP

    Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Salesforce

    Query, create, and update records in your org.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

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

  • SQLite (Archived)

    Database interaction and business intelligence capabilities.

    by modelcontextprotocol · MCP server

    Listed on: 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

  • schemacrawler-ai io.github.schemacrawler/schemacrawler-ai

    Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

    by schemacrawler · MCP server

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

  • CockroachDB

    Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform complex database operations, cluster management, and query execution seamlessly through…

    by amineelkouhen · MCP server

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

Has a listing on Official MCP Registry (5)
  • GoldenFlow

    Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

    by benseverndev-oss · MCP server

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

  • mcp-data-pipeline-connector io.github.dbsectrainer/mcp-data-pipeline-connector

    Universal data connector for CSV, Postgres, and REST APIs via DuckDB

    by dbsectrainer · MCP server

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

  • Dataloupe

    Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML

    by aurelio-nakamura · MCP server

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

  • 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 · Describes nearly the same job

  • mcp-data io.github.infoinlet-marketplace/mcp-data

    Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).

    by infoinlet-marketplace · MCP server

    Listed on: Official MCP Registry · 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.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You 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