AnomalyArmor

Name: AnomalyArmor
Author: anomalyarmor

by anomalyarmorversion 0.6.1i★ –iComputer or cloud

Registry nameai.anomalyarmor/armor-mcp

Install

Overview

Description from the maker (original English)

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, Streamable HTTP
Category: Other
You need to fill in: ARMOR_API_KEY

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: ARMOR_API_KEY

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet
PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://mcp.anomalyarmor.ai/mcp

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "armor": {
      "command": "uvx",
      "args": [
        "armor-mcp"
      ],
      "env": {
        "ARMOR_API_KEY": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http armor https://mcp.anomalyarmor.ai/mcp

Or run it on your computer

claude mcp add armor --env ARMOR_API_KEY=your-value -- uvx armor-mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "armor": {
      "url": "https://mcp.anomalyarmor.ai/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "armor": {
      "command": "uvx",
      "args": [
        "armor-mcp"
      ],
      "env": {
        "ARMOR_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "armor": {
      "type": "http",
      "url": "https://mcp.anomalyarmor.ai/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "armor": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "armor-mcp"
      ],
      "env": {
        "ARMOR_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://mcp.anomalyarmor.ai/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

ARMOR_API_KEY secret required env
AnomalyArmor API key (aa_live_*). Generate at https://app.anomalyarmor.ai/settings/api-keys.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain anomalyarmor.ai (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32709 servers in this category
Published to the registry more recently than 7% of the other 32709 servers in this category
Basic checks equal to or better than 100% of the other 32709 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is AnomalyArmor safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: ARMOR_API_KEY

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.6.1) reached the registry 7 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, SwarmMemo

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Spec Driven Development

by formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Runs on your computer★ 440MITUpdated 14 months ago

Install

Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 2 days ago

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SwarmMemo

by Hugo0

Talk with agent swarms: rooms, private messages and paid tasks for AI agents

Runs in the cloudUpdated today

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

armor-mcp

The AnomalyArmor MCP server lets AI assistants (Claude Code, Cursor, Claude Desktop, any MCP client) interact with your data warehouse through 50+ structured tools: query alerts, monitor freshness, investigate schema drift, configure validity rules, and trace lineage in natural language.

Homepage: https://www.anomalyarmor.ai
Docs: https://docs.anomalyarmor.ai/integrations/mcp-server
Server card: https://www.anomalyarmor.ai/.well-known/mcp/server-card.json
Status: Production. Versioned MCP protocol 2025-06-18. OAuth 2.1 + API key auth.

Two ways to connect

Method	Auth	Best for
Remote (recommended)	OAuth 2.1 (Clerk)	Zero install, always up to date
Local	API key	Air-gapped, on-call laptops, custom proxies

Remote (recommended)

The server is hosted at https://mcp.anomalyarmor.ai/mcp (Streamable HTTP transport). First call opens a browser for OAuth; the token is cached for ~12h.

Claude Code

claude mcp add anomalyarmor --transport http https://mcp.anomalyarmor.ai/mcp

Cursor

Add to ~/Library/Application Support/Cursor/mcp.json (macOS), ~/.config/Cursor/mcp.json (Linux), or %APPDATA%\Cursor\mcp.json (Windows):

"mcpServers": { "anomalyarmor": { "url": "https://mcp.anomalyarmor.ai/mcp" } } }

Any MCP client

URL: https://mcp.anomalyarmor.ai/mcp

Transport: streamable-http Auth: OAuth 2.1 Discovery: https://mcp.anomalyarmor.ai/.well-known/oauth-protected-resource

Local (API key)

Use when the remote server isn't reachable or when you want no third-party dependency.

Install

# Recommended: uvx (no install)

uvx armor-mcp

Or pip

pip install armor-mcp

Configure

Get an API key from Settings → API Keys at https://app.anomalyarmor.ai.

export ARMOR_API_KEY=aa_live_your_key_here

Or persist to ~/.armor/config.yaml:

api_key: aa_live_your_key_here

Wire to a client

"mcpServers": { "anomalyarmor": { "command": "uvx", "args": ["armor-mcp"], "env": { "ARMOR_API_KEY": "aa_live_your_key_here" } } } }

Tools

53 tools across 8 categories. Every tool ships with MCP ToolAnnotations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint: false) so hosts can decide when to auto-confirm.

Health & Briefings

Tool	Description
`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

Alerts & Incidents

Tool	Description
`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
`list_alert_rules`	View configured rules
`create_alert_rule`	Add a new alert rule
`manage_alert_rule`	Update / delete / preview rules
`manage_rule_destinations`	Wire rules to destinations

Assets

Tool	Description
`list_assets`	List data sources with filters
`create_asset`	Connect a new source
`manage_asset`	Update / delete / test connection
`trigger_asset_discovery`	Start schema discovery (async)

Freshness

Tool	Description
`get_freshness_summary`	Freshness overview
`check_freshness`	Check a specific asset / table
`setup_freshness`	Bulk-create freshness schedules
`list_freshness_schedules`	View configured schedules
`manage_freshness_schedule`	Update / delete a schedule

Schema Monitoring

Tool	Description
`get_schema_summary`	Drift overview
`list_schema_changes`	Recent changes with severity
`create_schema_baseline`	Capture current schema as a baseline
`enable_schema_monitoring`	Start drift detection
`disable_schema_monitoring`	Stop drift detection

Data Quality (Metrics & Validity)

Tool	Description
`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 rule
`create_referential_check`	Cross-table referential check
`manage_referential`	Update / delete a referential check

Destinations & Routing

Tool	Description
`list_destinations`	Slack / email / webhook / PagerDuty configs
`setup_destination`	Add a new destination
`manage_destination`	Update / delete / test

Intelligence, Lineage, Tags, Jobs

Tool	Description
`ask_question`	Synchronous natural-language Q&A about your data
`generate_intelligence`	Trigger AI analysis (async, expensive)
`get_lineage`	Upstream/downstream dependency graph
`list_tags`	Tags for an asset
`create_tag`	Tag a table or column
`apply_tags`	Bulk tag application
`job_status`	Track an async job
`cancel_job`	Cancel a running async job
`get_api_key_info`	Inspect the current API key's scope

Full descriptions, parameter schemas, and example prompts: https://docs.anomalyarmor.ai/integrations/mcp-server.

Tool safety conventions

Hosts respect the annotations:

Category	Pattern	Confirmation
Read-only	`list_`, `get_`, `check_`, `search_`	Auto-invoke
Mutating	`create_`, `update_`, `enable_`, `disable_`, `manage_*`	Confirm with user
Destructive	`delete_` (via `manage_`), `dismiss_alert`	Always confirm; list affected entities
Expensive	`generate_intelligence`, `trigger_asset_discovery`	Confirm; these queue paid jobs

Multi-tenancy

The OAuth token (or API key) is scoped to the user's company. You cannot impersonate another tenant. Don't fabricate company_id arguments.

Async jobs

trigger_asset_discovery, generate_intelligence, and metric captures return a job_id. Poll with job_status(job_id) rather than re-triggering.

Discovery surfaces

File	Purpose
`https://mcp.anomalyarmor.ai/.well-known/oauth-protected-resource`	RFC 9728 protected-resource metadata
`https://www.anomalyarmor.ai/.well-known/mcp/server-card.json`	SEP-1649 MCP server card
`https://www.anomalyarmor.ai/.well-known/agent-card.json`	A2A v0.2 agent card
`https://www.anomalyarmor.ai/.well-known/api-catalog`	RFC 9727 API catalog linkset

Development

git clone https://github.com/anomalyarmor/agents.git

cd agents/armor-mcp uv sync uv run pytest

License

MIT — see LICENSE.

AnomalyArmor

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

SwarmMemo

README from the maker

armor-mcp

Two ways to connect

Remote (recommended)

Claude Code

Cursor

Any MCP client

Local (API key)

Install

Or pip

Configure

Wire to a client

Tools

Health & Briefings

Alerts & Incidents

Assets

Freshness

Schema Monitoring

Data Quality (Metrics & Validity)

Destinations & Routing

Intelligence, Lineage, Tags, Jobs

Tool safety conventions

Multi-tenancy

Async jobs

Discovery surfaces

Development

License