io.github.enessari/metabase-ai-assistant
NPM · METABASE-AI-ASSISTANT · SCANNED SEP 21
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
Available components
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 → Why this is hard to score →
Supply Chain Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 91 of 274 dependencies flagged as unhealthy (1 deprecated). View diagnostics → Partial
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (Apache-2.0).Pass
- Actively maintained (last published 221 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability68
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 7745 tokens (~63/item across 122 items; 122 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management97
- Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 10 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "sql_execute" implies "execute" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 122 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the io.github.enessari/metabase-ai-assistant MCP server?
io.github.enessari/metabase-ai-assistant runs locally as an npm package, launched with npx -y metabase-ai-assistant. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · metabase-ai-assistant
claude mcp add enessari-metabase-ai-assistant -- npx -y metabase-ai-assistant
{
"mcpServers": {
"enessari-metabase-ai-assistant": {
"command": "npx",
"args": [
"-y",
"metabase-ai-assistant"
]
}
}
} {
"servers": {
"enessari-metabase-ai-assistant": {
"command": "npx",
"args": [
"-y",
"metabase-ai-assistant"
]
}
}
} codex mcp add enessari-metabase-ai-assistant -- npx -y metabase-ai-assistant
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"enessari-metabase-ai-assistant": {
"type": "local",
"command": [
"npx",
"-y",
"metabase-ai-assistant"
],
"enabled": true
}
}
} openclaw mcp add enessari-metabase-ai-assistant --command npx --arg -y --arg metabase-ai-assistant
mcp_servers:
enessari-metabase-ai-assistant:
command: "npx"
args: ["-y", "metabase-ai-assistant"] {
"McpServers": {
"enessari-metabase-ai-assistant": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"metabase-ai-assistant"
]
}
}
} assistant mcp add enessari-metabase-ai-assistant -t stdio -c npx -a -y metabase-ai-assistant
{
"mcpServers": {
"enessari-metabase-ai-assistant": {
"command": "npx",
"args": [
"-y",
"metabase-ai-assistant"
]
}
}
} 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.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 18 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Sept 26 −1
- CVE-2026-82562 no longer affects this package ▲ security
- CVE-2026-82417 no longer affects this package ▲ security
- Known CVEs: fail → pass ▲ security
- Stability: pass → 0.80 functional
- 15 Sept 26 0
- Stability: 0.97 → pass security
- 14 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 10 Sept 26 −2
- Stability: pass → 0.83 functional
- 9 Sept 26 0
- Stability: 0.97 → pass security
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 21 Sept 2026 · Analysed npm/metabase-ai-assistant@3.2.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Dependencies 274 packages
| Packages resolved | 274 |
|---|---|
| Deprecated | 1 |
| Stale | 90 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
mb_question_create_parametric ~124
Create a parametric question with filters, variables, and dynamic queries - supports date ranges, dropdowns, and field filters
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Collection ID to save question to (optional) |
| database_id | number | yes | Database ID |
| description | string | – | Question description |
| name | string | yes | Question name |
| parameters | array | – | Parameter definitions for the question |
| sql | string | yes | SQL query with parameter placeholders (e.g., {{date_range}}, {{category_filter}}) |
| visualization | string | – | Chart 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
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Filter 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
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | – | Confirm that relationships have been reviewed |
| database_id | number | yes | Database ID |
| relationships | array | yes | Array of confirmed relationships to create |
No output schema declared.
No examples provided.
mb_search ~71
Search across all Metabase items (cards, dashboards, collections, tables)
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Search within specific collection |
| limit | number | – | Maximum results to return |
| models | array | – | Filter by item types (default: all) |
| query | string | yes | Search query text |
No output schema declared.
No examples provided.
mb_segment_create ~64
Create a segment (reusable filter) for a table
| Name | Type | Req | Description |
|---|---|---|---|
| definition | object | yes | MBQL filter definition |
| description | string | – | Segment description |
| name | string | yes | Segment name |
| table_id | number | yes | Table ID to create segment for |
No output schema declared.
No examples provided.
mb_segment_list ~27
List all segments
| Name | Type | Req | Description |
|---|---|---|---|
| table_id | number | – | Filter 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
| Name | Type | Req | Description |
|---|---|---|---|
| description | string | – | Table description |
| display_name | string | – | Human-readable display name |
| table_id | number | yes | Table ID to get/update |
| visibility_type | string | – | Table visibility type |
No output schema declared.
No examples provided.
mb_user_create ~87
Create a new Metabase user
| Name | Type | Req | Description |
|---|---|---|---|
| string | yes | User email address (also used as login) | |
| first_name | string | yes | User first name |
| group_ids | array | – | Array of permission group IDs to assign |
| last_name | string | yes | User last name |
| password | string | – | Initial 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
| Name | Type | Req | Description |
|---|---|---|---|
| user_id | number | yes | User ID to disable |
No output schema declared.
No examples provided.
mb_user_get ~29
Get detailed information about a specific user
| Name | Type | Req | Description |
|---|---|---|---|
| user_id | number | yes | User ID to retrieve |
No output schema declared.
No examples provided.
mb_user_list ~44
List all Metabase users with filtering options
| Name | Type | Req | Description |
|---|---|---|---|
| group_id | number | – | Filter by permission group ID (optional) |
| status | string | – | Filter by user status |
No output schema declared.
No examples provided.
mb_user_update ~83
Update an existing user
| Name | Type | Req | Description |
|---|---|---|---|
| string | – | New email address | |
| first_name | string | – | New first name |
| group_ids | array | – | New permission group IDs |
| is_superuser | boolean | – | Set superuser status |
| last_name | string | – | New last name |
| user_id | number | yes | User 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
| Name | Type | Req | Description |
|---|---|---|---|
| data_sample | object | – | Sample data to analyze (optional if question_id provided) |
| purpose | string | – | Purpose of the visualization |
| question_id | number | yes | Question 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.)
| Name | Type | Req | Description |
|---|---|---|---|
| display | string | – | Chart display type |
| question_id | number | yes | Question ID to get/update visualization for |
| settings | object | – | Visualization settings object |
No output schema declared.
No examples provided.
parametric_dashboard_create ~98
Create dashboard with parametric questions and shared filters
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Collection ID to save dashboard to |
| database_id | number | yes | Database ID to create dashboard in |
| description | string | – | Dashboard description |
| filters | object | – | Dashboard-level filters |
| layout | array | – | Layout configuration for questions |
| name | string | yes | Dashboard name |
| questions | array | yes | Array of question configurations |
No output schema declared.
No examples provided.
parametric_question_create ~115
Create parametric question with date, text search, and category filters
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Collection ID to save question to |
| database_id | number | yes | Database ID to create question in |
| description | string | – | Question description |
| name | string | yes | Question name |
| parameters | object | yes | Parameter definitions with types and defaults |
| question_type | string | – | – |
| sql_template | string | yes | SQL 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)
| Name | Type | Req | Description |
|---|---|---|---|
| collection_id | number | – | Collection ID to save question to |
| config | object | yes | Configuration for the preset template |
| database_id | number | yes | Database ID to create question in |
| preset_type | string | yes | Preset 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
| Name | Type | Req | Description |
|---|---|---|---|
| database_id | number | yes | Database ID to execute query against |
| sql | string | yes | SQL 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
| Name | Type | Req | Description |
|---|---|---|---|
| depth | number | – | Crawling depth (1=main sections, 2=subsections, 3=deep crawl) |
| focus_areas | array | – | Specific areas to focus on during exploration |
| include_examples | boolean | – | Include 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
| Name | Type | Req | Description |
|---|---|---|---|
| search_terms | string | – | Specific terms to search in documentation |
| topic | string | yes | Documentation 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
| Name | Type | Req | Description |
|---|---|---|---|
| auth_info | boolean | – | Include authentication and permission details |
| endpoint_category | string | – | API category to explore |
| include_examples | boolean | – | Include 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
| Name | Type | Req | Description |
|---|---|---|---|
| doc_type | string | – | Type of documentation to prioritize |
| max_results | number | – | Maximum number of relevant pages to return |
| query | string | yes | Search query (e.g., "dashboard API create card", "parameter filters", "embedding iframe") |
No output schema declared.
No examples provided.
What is the io.github.enessari/metabase-ai-assistant MCP server?
io.github.enessari/metabase-ai-assistant is an MCP server listed in the public MCP registry as io.github.enessari/metabase-ai-assistant. MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL. This page covers its npm package (metabase-ai-assistant).
Is the io.github.enessari/metabase-ai-assistant MCP server safe to use?
io.github.enessari/metabase-ai-assistant scores 81 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 21 September 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.enessari/metabase-ai-assistant MCP server expose?
io.github.enessari/metabase-ai-assistant exposes 122 tools: db_list, db_test_speed, db_schemas, db_tables, sql_execute, and 117 more. Their descriptions and schemas cost roughly 7,745 tokens of context every time the server is loaded.
Is the io.github.enessari/metabase-ai-assistant MCP server still maintained?
io.github.enessari/metabase-ai-assistant is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.enessari/metabase-ai-assistant MCP server under?
io.github.enessari/metabase-ai-assistant declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.