# io.github.joepangallo/mcp-server-agent-analytics (npm · mcp-server-agent-analytics)

Track AI agent fleet performance, costs, anomalies, and trends.

- Trust score: 64/100 (medium)
- Change this week: +24
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `mcp-server-agent-analytics`: 64/100 (this document), [markdown](https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics.md), [page](https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics)

## Channel facts

- Registry: `npm`
- Package: `mcp-server-agent-analytics`
- Version: `1.1.1`
- Transport: `stdio`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 19/100
  - Repository check failed: the declared repository URL returned HTTP 404.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 154 days ago).
  - Security-disclosure policy not yet verified: we couldn't inspect the source repository.
- **Schema Quality & AI Usability**: 77/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 483 tokens (~69/item across 7 items; 7 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add joepangallo-mcp-server-agent-analytics -- npx -y mcp-server-agent-analytics
```

### Codex

```bash
codex mcp add joepangallo-mcp-server-agent-analytics -- npx -y mcp-server-agent-analytics
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "joepangallo-mcp-server-agent-analytics": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "mcp-server-agent-analytics"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add joepangallo-mcp-server-agent-analytics --command npx --arg -y --arg mcp-server-agent-analytics
```

### Hermes

```yaml
mcp_servers:
  joepangallo-mcp-server-agent-analytics:
    command: "npx"
    args: ["-y", "mcp-server-agent-analytics"]
```

### Other

```json
{
  "mcpServers": {
    "joepangallo-mcp-server-agent-analytics": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-server-agent-analytics"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 64, +4)

- [functional improvement] Stability: unverified → 0.27

### 2026-08-02 (score 60, +28)

- [security improvement] Known CVEs: unverified → partial
- [security improvement] 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.
- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Capabilities: pass → unverified
- [functional improvement] Schema quality: unverified → excellent
- [functional] First check of Schema quality: unverified

### 2026-08-01 (score 32, +16)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional] Licence: MIT

### 2026-07-31 (score 16, −6)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 22, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-27 (score 40)

First indexed and scored.

## MCP tools (7)

### `analytics_dashboard` (~63 tokens)

Get a fleet-wide analytics dashboard for all AI agents. Returns total events, unique agents, success rate, token usage, cost estimates, per-agent breakdowns, trending topics, and daily volume.

Input parameters:

- `days` (number): Time range in days (default: 30)

### `agent_insights` (~62 tokens)

Get deep insights for a specific AI agent — top queries, unhandled intents, latency stats (avg + P95), token usage, cost estimate, daily volume, and user feedback summary.

Input parameters:

- `agent_id` (string, required): The agent ID to get insights for

### `list_agents` (~26 tokens)

List all registered AI agents with their total events, success rate, and last seen timestamp.

### `detect_anomalies` (~32 tokens)

Check for anomalies across the agent fleet — error rate spikes, latency degradation, and unusual patterns compared to baseline.

### `query_events` (~98 tokens)

Query stored agent events with optional filters. Returns raw event data for analysis.

Input parameters:

- `agent_id` (string): Filter by agent ID
- `days` (number): Time range in days
- `event_type` (string): Filter by event type (e.g. 'query_completed')
- `limit` (number): Max events to return (default: 50, max: 1000)
- `success` (boolean): Filter by success status

### `track_event` (~148 tokens)

Ingest a new agent interaction event. Use this to track queries, completions, errors, and feedback for any AI agent.

Input parameters:

- `agent_id` (string, required): The agent that generated this event
- `error` (string): Error message if the interaction failed
- `event_type` (string): Event type (e.g. 'query_completed', 'error', 'feedback')
- `latency_ms` (number): Response latency in milliseconds
- `prompt_tokens` (number): Number of prompt tokens used
- `query` (string): The query or task that was processed
- `response_tokens` (number): Number of response tokens used
- `success` (boolean): Whether the interaction was successful

### `compare_agents` (~54 tokens)

Compare two agents side by side on key metrics: event volume, success rate, latency, token usage, and cost.

Input parameters:

- `agent1` (string, required): First agent ID
- `agent2` (string, required): Second agent ID

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics#diagnostics

## Score history

- 2026-08-03: 64
- 2026-08-02: 60
- 2026-08-01: 32
- 2026-07-31: 16
- 2026-07-30: 22
- 2026-07-28: 40
- 2026-07-27: 40

## Links

- npm package: https://www.npmjs.com/package/mcp-server-agent-analytics
- Socket report: https://socket.dev/npm/package/mcp-server-agent-analytics
- Changelog RSS feed: https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics/changelog.json
- HTML version of this page: https://verifymcp.io/servers/joepangallo-mcp-server-agent-analytics/mcp-server-agent-analytics