AnomalyArmor MCP

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Local and remote · MIT · Updated May 30, 2026

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/AnomalyArmor MCP, explained

AnomalyArmor MCP server connects AI assistants to your data warehouse for data observability. It exposes 53 structured tools across 8 categories, letting agents query alerts, monitor table freshness, investigate schema drift, configure validity and quality rules, and trace lineage in natural language.

It is in production, using the versioned MCP protocol 2025-06-18 with OAuth 2.1 and API key authentication.

AI-generated listing based on the project's public information. It may contain errors: check the original source.

/What AnomalyArmor MCP is for

Give me a summary of today's data warehouse health, including stale assets and open alerts.

List all unresolved high-severity alerts from the last 24 hours and acknowledge the ones I point out.

Check which tables haven't been refreshed on schedule and show their freshness status.

Show recent schema changes since our last baseline and flag anything with high severity.

Create a NOT_NULL validity rule on the customer email column and route failures to Slack.

/What AnomalyArmor MCP can do once connected

What your assistant can call once connected.

Tool	What it does
health summary	Overall warehouse health: stale assets, drift, alerts.
get todays briefing	Daily digest with key insights.
get coverage	Monitoring coverage analysis.
manage coverage	Update coverage targets.
recommend	AI-suggested next monitoring actions.
list alerts	Query alerts with filters (severity, date, status).
list inbox alerts	Alerts not yet triaged.
get alerts summary	Aggregate counts and trends.
get alert trends	Period-over-period trend analysis.
get alert history	Activity timeline for an alert.
update alert	Acknowledge / resolve / dismiss / snooze an alert.
list alert rules	View configured alert rules.
create alert rule	Add a new alert rule.
manage alert rule	Update / delete / preview alert rules.
manage rule destinations	Wire rules to destinations.
list assets	List data sources with filters.
create asset	Connect a new data source.
manage asset	Update / delete / test connection for an asset.
trigger asset discovery	Start schema discovery (async job).
get freshness summary	Freshness overview.
check freshness	Check freshness of a specific asset / table.
setup freshness	Bulk-create freshness schedules.
list freshness schedules	View configured freshness schedules.
manage freshness schedule	Update / delete a freshness schedule.
get schema summary	Schema drift overview.
list schema changes	Recent schema changes with severity.
create schema baseline	Capture current schema as a baseline.
enable schema monitoring	Start schema drift detection.
disable schema monitoring	Stop schema drift detection.
get metrics summary	Metric health by asset.
list metrics	List configured metrics.
create metric	Add a metric (row count, null %, etc.).
manage metric	Update / delete / capture a metric.
get validity summary	Pass/fail rate for validity rules.
list validity rules	List validity rules.
create validity rule	Add a NOT_NULL / UNIQUE / RANGE / REGEX rule.
manage validity rule	Update / delete / run a validity rule.
create referential check	Create a cross-table referential check.
manage referential	Update / delete a referential check.
list destinations	List Slack / email / webhook / PagerDuty destination configs.
setup destination	Add a new alert destination.
manage destination	Update / delete / test a destination.
ask question	Synchronous natural-language Q&A about your data.
generate intelligence	Trigger AI analysis (async, expensive).
get lineage	Upstream/downstream dependency graph for an asset.
list tags	Tags for an asset.
create tag	Tag a table or column.
apply tags	Bulk tag application.
job status	Track an async job by job_id.
cancel job	Cancel a running async job.
get api key info	Inspect the current API key's scope.

/AnomalyArmor MCP: frequently asked questions

Do I need a key or an account?

Yes: an API key from AnomalyArmor. Never share your password.

Which assistants does it work with?

Claude, ChatGPT, Gemini, Grok

Which countries does it work in?

Any country.

Let your AI install it

Claude ChatGPT Gemini Grok

Opens the chat with the message ready. You choose whether to send it; if it doesn't appear, paste this page's link.

/How to install

You need: Any Claude plan. The free plan allows 1 custom connector; on Team or Enterprise the organisation owner adds it first.

In claude.ai or the Claude app, open "Customize" → "Connectors".

Press "+ Add" and choose "Add custom connector".

Type a name you'll recognise, paste the URL below and press "Continue".

For authentication choose "No sign in", press "Continue" and then "Add".

https://mcp.anomalyarmor.ai/mcp

Afterwards: In a chat, press "+" at the bottom left → "Connectors" and turn it on.

You need: A paid ChatGPT account: it may not be available on the free plan. ChatGPT now calls connectors "Plugins".

Go to chatgpt.com/plugins.

Press "+" and choose "Add custom MCP server".

Type a name and a description, and paste the URL below under "Connection".

Don't set up authentication. Accept "I understand and want to continue" and press "Create as a plugin".

https://mcp.anomalyarmor.ai/mcp

Afterwards: In a new chat, type @ and pick the plugin.

You need: The Gemini app doesn't support custom connectors yet. It's done with Gemini CLI from the terminal, which needs a Gemini Code Assist license (it no longer has a free tier).

Install Gemini CLI if you don't have it yet.

In the terminal, run the command below.

Open Gemini CLI and type /mcp to check it shows up.

gemini mcp add --transport http -s user anomalyarmor 'https://mcp.anomalyarmor.ai/mcp'

Afterwards: Ask as usual: Gemini will use the connector when it needs it.

You need: A Grok account. On Grok Business or Enterprise, an admin turns it on first.

Go to grok.com/connectors.

Press "New Connector" and choose "Custom".

Paste the URL below and save.

https://mcp.anomalyarmor.ai/mcp

Afterwards: Grok will use the connector whenever your question needs it.

Mcpteca does not review this server's code. A project can change hands or content: before you install or connect it, check its code or run it through a security reviewer.

AnomalyArmor MCP

/AnomalyArmor MCP, explained

/What AnomalyArmor MCP is for

/What AnomalyArmor MCP can do once connected

/AnomalyArmor MCP: frequently asked questions

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