# Agentic Observability MCP (npm · agentic-observability-mcp)

Agent tracing, cost tracking, anomaly detection for LLM agents

- Trust score: 62/100 (medium)
- Change this week: +18
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `agentic-observability-mcp`: 62/100 (this document), [markdown](https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp.md), [page](https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp)

## Channel facts

- Registry: `npm`
- Package: `agentic-observability-mcp`
- Version: `0.1.1`
- 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**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 101 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 44/100
  - 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 589 tokens (~73/item across 8 items; 6 tools + 2 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 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 mdfifty50-boop-agentic-observability -- npx -y agentic-observability-mcp
```

### Codex

```bash
codex mcp add mdfifty50-boop-agentic-observability -- npx -y agentic-observability-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "mdfifty50-boop-agentic-observability": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "agentic-observability-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add mdfifty50-boop-agentic-observability --command npx --arg -y --arg agentic-observability-mcp
```

### Hermes

```yaml
mcp_servers:
  mdfifty50-boop-agentic-observability:
    command: "npx"
    args: ["-y", "agentic-observability-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "mdfifty50-boop-agentic-observability": {
      "command": "npx",
      "args": [
        "-y",
        "agentic-observability-mcp"
      ]
    }
  }
}
```

## 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 62, +3)

- [functional improvement] Stability: unverified → 0.23

### 2026-08-02 (score 59, +40)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Schema quality: 0 → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Schema quality: unverified → good
- [functional] Licence: MIT

### 2026-07-31 (score 19, +13)

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

### 2026-07-30 (score 6, −38)

- [security regression] Malware scan: pass → unverified
- [functional regression] Schema quality: 0 → unverified
- [functional regression] Tool coverage: 100 → unverified

### 2026-07-27 (score 44)

First indexed and scored.

## MCP tools (6)

### `trace_agent_action` (~115 tokens)

Log an agent action with metadata for audit trails and debugging. Supports tool calls, LLM requests, decisions, and errors.

Input parameters:

- `action_type` (string, required): Type of action being traced
- `description` (string, required): Human-readable description of the action
- `metadata` (object): Additional key-value metadata
- `session_id` (string, required): Unique session identifier
- `timestamp` (string): ISO 8601 timestamp (defaults to now)
- `tool_name` (string): Name of the tool (for tool_call actions)

### `track_token_usage` (~152 tokens)

Track token usage and cost for an LLM call. Auto-calculates cost from built-in pricing table if per-token costs are not provided.

Input parameters:

- `cost_per_input_token` (number): Cost per input token (overrides built-in pricing)
- `cost_per_output_token` (number): Cost per output token (overrides built-in pricing)
- `input_tokens` (integer, required): Number of input/prompt tokens
- `model` (string, required): Model name (e.g., claude-sonnet-4, gpt-4o)
- `output_tokens` (integer, required): Number of output/completion tokens
- `provider` (string, required): LLM provider
- `session_id` (string, required): Unique session identifier

### `log_tool_call` (~125 tokens)

Log an MCP tool call with performance data including latency, success/failure, and error details.

Input parameters:

- `error` (string): Error message if call failed
- `latency_ms` (integer, required): Call latency in milliseconds
- `params` (object, required): Parameters passed to the tool
- `result_summary` (string): Brief summary of the result
- `server_name` (string, required): Name of the MCP server
- `session_id` (string, required): Unique session identifier
- `success` (boolean, required): Whether the call succeeded
- `tool_name` (string, required): Name of the tool called

### `get_session_summary` (~47 tokens)

Get a comprehensive cost and performance summary for an agent session, including token usage, tool call stats, and model breakdown.

Input parameters:

- `session_id` (string, required): Session ID to get summary for

### `detect_anomaly` (~61 tokens)

Flag unusual patterns in agent behavior: cost spikes, high error rates, latency issues, infinite loops, and token explosions.

Input parameters:

- `check_types` (array, required): Types of anomaly checks to run
- `session_id` (string, required): Session ID to check for anomalies

### `get_cost_report` (~75 tokens)

Get cost breakdown across multiple sessions, grouped by model, provider, tool, or session. Supports time range filtering.

Input parameters:

- `group_by` (string, required): How to group the cost breakdown
- `session_ids` (array): Specific session IDs to include (defaults to all)
- `time_range` (object): Filter by time range

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp#diagnostics

## Score history

- 2026-08-03: 62
- 2026-08-02: 59
- 2026-08-01: 19
- 2026-07-31: 19
- 2026-07-30: 6
- 2026-07-28: 44
- 2026-07-27: 44

## Links

- npm package: https://www.npmjs.com/package/agentic-observability-mcp
- Socket report: https://socket.dev/npm/package/agentic-observability-mcp
- Repository: https://github.com/mdfifty50-boop/agent-observability-mcp
- Changelog RSS feed: https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/mdfifty50-boop-agentic-observability/agentic-observability-mcp