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io.github.enessari/metabase-ai-assistant

NPM · METABASE-AI-ASSISTANT · SCANNED AUG 3

MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

+10 this week 34 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security84
  • No malware found by supply-chain analysis.Pass
  • Only part of the dependency tree could be resolved (250 of 289), so this covers what we could see, not the whole tree.Partial
  • No install/post-install scripts declared.Pass
  • Only part of the dependency tree could be resolved (250 of 289), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
Schema Quality & AI Usability0
  • Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.Unverified
Stability & Change Management0
  • Stability not yet verified: our sandbox run of this package did not complete, so we have no schema to compare.Unverified
Tool Coverage0
  • Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.Unverified
Capabilities0
  • Protocol version not yet verified: our sandbox run of this package did not complete, so we never saw its MCP handshake.Unverified

Unverified: 4 categories

Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you. How we score packages →

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · metabase-ai-assistant

# add to Claude Code
claude mcp add enessari-metabase-ai-assistant -- npx -y metabase-ai-assistant
# add to Codex CLI
codex mcp add enessari-metabase-ai-assistant -- npx -y metabase-ai-assistant
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "enessari-metabase-ai-assistant": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "metabase-ai-assistant"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add enessari-metabase-ai-assistant --command npx --arg -y --arg metabase-ai-assistant
# ~/.hermes/config.yaml
mcp_servers:
  enessari-metabase-ai-assistant:
    command: "npx"
    args: ["-y", "metabase-ai-assistant"]
// mcp.json
{
  "mcpServers": {
    "enessari-metabase-ai-assistant": {
      "command": "npx",
      "args": [
        "-y",
        "metabase-ai-assistant"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +29
    • Provenance: unverified → fail security
    • Install scripts: unverified → pass security
    • Known CVEs: unverified → partial security
    • Malware scan: unverified → pass security
    • Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
    • Security disclosure: fail → unverified functional
    • Dependency health: unverified → partial functional
    • Maintenance: unverified → pass functional
    • License: unverified → pass functional
    • Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. functional
    • Capabilities: Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet. functional
    • Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet. functional
    • Licence: Apache-2.0 functional
  • 31 Jul 26 −19
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 0
    • Tool coverage: Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess. functional
    • Schema quality: Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess. functional
  • 27 Jul 26 24

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed npm/[email protected]

Provenance none

Ecosystem: npm · Outcome: none

Dependencies 250 packages

250 packages in the resolved dependency tree · 244 deprecated · 81 stale.

The dependency tree was only partially resolved, so these counts may be incomplete.

MCP tools — 122 exposed · ~7,745 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
mb_question_create_parametric ~124

Create a parametric question with filters, variables, and dynamic queries - supports date ranges, dropdowns, and field filters

NameTypeReqDescription
collection_idnumberCollection ID to save question to (optional)
database_idnumberyesDatabase ID
descriptionstringQuestion description
namestringyesQuestion name
parametersarrayParameter definitions for the question
sqlstringyesSQL query with parameter placeholders (e.g., {{date_range}}, {{category_filter}})
visualizationstringChart type

No output schema declared.

No examples provided.

mb_questions ~39

Browse saved questions and charts in Metabase - filter by collection to find specific reports

NameTypeReqDescription
collection_idnumberFilter by collection ID (optional)

No output schema declared.

No examples provided.

mb_relationships_create ~63

Create virtual relationships in Metabase model - enables cross-table queries and improved dashboard capabilities

NameTypeReqDescription
confirmedbooleanConfirm that relationships have been reviewed
database_idnumberyesDatabase ID
relationshipsarrayyesArray of confirmed relationships to create

No output schema declared.

No examples provided.

mb_search ~71

Search across all Metabase items (cards, dashboards, collections, tables)

NameTypeReqDescription
collection_idnumberSearch within specific collection
limitnumberMaximum results to return
modelsarrayFilter by item types (default: all)
querystringyesSearch query text

No output schema declared.

No examples provided.

mb_segment_create ~64

Create a segment (reusable filter) for a table

NameTypeReqDescription
definitionobjectyesMBQL filter definition
descriptionstringSegment description
namestringyesSegment name
table_idnumberyesTable ID to create segment for

No output schema declared.

No examples provided.

mb_segment_list ~27

List all segments

NameTypeReqDescription
table_idnumberFilter by table ID (optional)

No output schema declared.

No examples provided.

mb_table_metadata ~68

Get or update table metadata including display name, description, and visibility

NameTypeReqDescription
descriptionstringTable description
display_namestringHuman-readable display name
table_idnumberyesTable ID to get/update
visibility_typestringTable visibility type

No output schema declared.

No examples provided.

mb_user_create ~87

Create a new Metabase user

NameTypeReqDescription
emailstringyesUser email address (also used as login)
first_namestringyesUser first name
group_idsarrayArray of permission group IDs to assign
last_namestringyesUser last name
passwordstringInitial password (optional, will send invite email if not provided)

No output schema declared.

No examples provided.

mb_user_disable ~30

Disable (deactivate) a user account

NameTypeReqDescription
user_idnumberyesUser ID to disable

No output schema declared.

No examples provided.

mb_user_get ~29

Get detailed information about a specific user

NameTypeReqDescription
user_idnumberyesUser ID to retrieve

No output schema declared.

No examples provided.

mb_user_list ~44

List all Metabase users with filtering options

NameTypeReqDescription
group_idnumberFilter by permission group ID (optional)
statusstringFilter by user status

No output schema declared.

No examples provided.

mb_user_update ~83

Update an existing user

NameTypeReqDescription
emailstringNew email address
first_namestringNew first name
group_idsarrayNew permission group IDs
is_superuserbooleanSet superuser status
last_namestringNew last name
user_idnumberyesUser ID to update

No output schema declared.

No examples provided.

mb_visualization_recommend ~64

AI-powered visualization recommendation based on query results and data types

NameTypeReqDescription
data_sampleobjectSample data to analyze (optional if question_id provided)
purposestringPurpose of the visualization
question_idnumberyesQuestion ID to analyze

No output schema declared.

No examples provided.

mb_visualization_settings ~63

Get or update visualization settings for a question (chart type, colors, labels, etc.)

NameTypeReqDescription
displaystringChart display type
question_idnumberyesQuestion ID to get/update visualization for
settingsobjectVisualization settings object

No output schema declared.

No examples provided.

parametric_dashboard_create ~98

Create dashboard with parametric questions and shared filters

NameTypeReqDescription
collection_idnumberCollection ID to save dashboard to
database_idnumberyesDatabase ID to create dashboard in
descriptionstringDashboard description
filtersobjectDashboard-level filters
layoutarrayLayout configuration for questions
namestringyesDashboard name
questionsarrayyesArray of question configurations

No output schema declared.

No examples provided.

parametric_question_create ~115

Create parametric question with date, text search, and category filters

NameTypeReqDescription
collection_idnumberCollection ID to save question to
database_idnumberyesDatabase ID to create question in
descriptionstringQuestion description
namestringyesQuestion name
parametersobjectyesParameter definitions with types and defaults
question_typestring
sql_templatestringyesSQL template with parameter placeholders (e.g., {{date_range}}, {{search_term}})

No output schema declared.

No examples provided.

parametric_template_preset ~84

Create parametric question from preset templates (date range analysis, category filter, text search, period comparison)

NameTypeReqDescription
collection_idnumberCollection ID to save question to
configobjectyesConfiguration for the preset template
database_idnumberyesDatabase ID to create question in
preset_typestringyesPreset template type

No output schema declared.

No examples provided.

sql_execute ~52

Run SQL queries against database - supports SELECT, DDL with security controls, returns formatted results

NameTypeReqDescription
database_idnumberyesDatabase ID to execute query against
sqlstringyesSQL query to execute

No output schema declared.

No examples provided.

web_explore_metabase_docs ~91

Comprehensively explore Metabase documentation - crawls main docs and discovers all available sections, APIs, and guides

NameTypeReqDescription
depthnumberCrawling depth (1=main sections, 2=subsections, 3=deep crawl)
focus_areasarraySpecific areas to focus on during exploration
include_examplesbooleanInclude code examples and API samples

No output schema declared.

No examples provided.

web_fetch_metabase_docs ~69

Fetch specific Metabase documentation page for API details, best practices, and feature information

NameTypeReqDescription
search_termsstringSpecific terms to search in documentation
topicstringyesDocumentation topic to fetch (e.g., "dashboard-api", "questions", "parameters", "charts")

No output schema declared.

No examples provided.

web_metabase_api_reference ~66

Get comprehensive Metabase API reference with endpoints, parameters, examples, and response formats

NameTypeReqDescription
auth_infobooleanInclude authentication and permission details
endpoint_categorystringAPI category to explore
include_examplesbooleanInclude request/response examples

No output schema declared.

No examples provided.

web_search_metabase_docs ~85

Search across all Metabase documentation for specific topics, APIs, or solutions - uses intelligent content analysis

NameTypeReqDescription
doc_typestringType of documentation to prioritize
max_resultsnumberMaximum number of relevant pages to return
querystringyesSearch query (e.g., "dashboard API create card", "parameter filters", "embedding iframe")

No output schema declared.

No examples provided.