Ext Ops Panel
Open dashboard
Comparison

Spark SQL vs io.github.seob717/redash-mcp

Spark SQL is an MCP server published by aidancorrell. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.seob717/redash-mcp is an MCP server published by seob717. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, npm registry (MCP servers)). As of our marketplace pass on 2026-10-26. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceSpark SQLio.github.seob717/redash-mcp
Official MCP Registry Listed
Version: 0.1.2
Downloads/month (PyPI): 83
Downloads/week (PyPI): 28
Forks (GitHub): 1
Stars (GitHub): 1
Not marked · First seen
Listed
Version: 3.5.0
Downloads/month (npm): 1 298
Downloads/week (npm): 162
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Claude Code: claude-plugins-community Not listed Listed
Version: 3.0.0
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
npm registry (MCP servers) Not listed Listed
Version: 3.5.0
Downloads/month (npm): 1 298
Downloads/week (npm): 162
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen

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.

The facts side by side

Spark SQL vs io.github.seob717/redash-mcp
FactSpark SQLio.github.seob717/redash-mcp
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub)11
Forks (GitHub) (differs)1 (better)0 (worse)
Last release (differs)Not published2026-10-23
Where it runs (differs)On your machine (spark-sql-mcp-server)On your machine (redash-mcp)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)7, secrets among them: 15, secrets among them: 1
Licence (differs)Not statedMIT
Repository (differs)github.com/aidancorrell/spark-sql-mcp-servergithub.com/seob717/redash-mcp
Changes in the last 7 days (differs)03
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Spark SQL

In its own words, on Official MCP Registry:

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

io.github.seob717/redash-mcp

In its own words, on Official MCP Registry:

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

How to run each

Spark SQL As a local MCP server: PyPI package

Claude Code
claude mcp add --env "SPARK_HOST=<YOUR_SPARK_HOST>" --env "SPARK_PASSWORD=<YOUR_SPARK_PASSWORD>" --transport stdio spark-sql-mcp-server -- uvx spark-sql-mcp-server

Requires: SPARK_HOST, SPARK_PASSWORD (secret)

io.github.seob717/redash-mcp As a local MCP server: npm package

Claude Code
claude mcp add --env "REDASH_API_KEY=<YOUR_REDASH_API_KEY>" --env "REDASH_URL=<YOUR_REDASH_URL>" --transport stdio redash-mcp -- npx -y redash-mcp

Requires: REDASH_API_KEY (secret), REDASH_URL

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only Spark SQL asks for

  • SPARK_AUTH
  • SPARK_DATABASE
  • SPARK_HOST
  • SPARK_KERBEROS_SERVICE_NAME
  • SPARK_PASSWORD (secret)
  • SPARK_PORT
  • SPARK_USERNAME

Only io.github.seob717/redash-mcp asks for

  • REDASH_API_KEY (secret)
  • REDASH_SAFETY_DISABLE_COST
  • REDASH_SAFETY_DISABLE_PII
  • REDASH_SAFETY_MODE
  • REDASH_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Spark SQL · What it can do: io.github.seob717/redash-mcp · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Package data comes from the public npm registry (registry.npmjs.org). 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